[{"id": "skill:ComposioHQ/awesome-claude-skills/composio-skills/cults-automation", "name": "cults-automation", "kind": "skill", "official": false, "desc": "Automate Cults tasks via Rube MCP (Composio). Always search tools first for current schemas.", "repo": "https://github.com/ComposioHQ/awesome-claude-skills/tree/HEAD/composio-skills/cults-automation", "install": ["npx skills add ComposioHQ/awesome-claude-skills --skill cults-automation"], "stars": 79451, "pushed": "2026-09-18T07:16:11Z", "license": null, "plat": "cults", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/lab-hardware-cad", "name": "lab-hardware-cad", "kind": "skill", "official": false, "desc": "Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC, or laser process.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/lab-hardware-cad", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill lab-hardware-cad"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "build123d", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/opentrons-integration", "name": "opentrons-integration", "kind": "skill", "official": false, "desc": "Authors, reviews, migrates, simulates, and troubleshoots official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes, and Opentrons App analysis. Use pylabrobot instead when one workflow must support multiple robot vendors.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/opentrons-integration", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill opentrons-integration"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "opentrons", "live": "Not checked (runs locally)"}, {"id": "skill:anthropics/claude-plugins-official/plugins/claude-for-manufacturing/skills/breakdown-diagnosis", "name": "breakdown-diagnosis", "kind": "skill", "official": true, "desc": "When a machine goes down, reads the sensor window before the failure, the asset's maintenance history including the free-text close-out notes technicians actually wrote, photos of what they can see, and the manufacturer's troubleshooting tree — then ranks likely causes, each with its supporting evidence, the specific prior work orders behind it, and the cheapest test that would tell them apart. Surfaces any safety implication before any diagnosis. Drafts the PM interval change that would stop it", "repo": "https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/claude-for-manufacturing/skills/breakdown-diagnosis", "install": ["npx skills add anthropics/claude-plugins-official --skill breakdown-diagnosis"], "stars": 47064, "pushed": "2026-11-13T01:14:19Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:anthropics/claude-plugins-official/plugins/claude-for-manufacturing/skills/breakdown-to-next-report", "name": "breakdown-to-next-report", "kind": "skill", "official": true, "desc": "Runs the chain from a machine going down to the diagnosis landing in tomorrow's production report: reads the sensor window, the maintenance history and its free-text close-out notes, technician photographs and the manufacturer's manual together, ranks likely causes with the cheapest test that tells them apart, then folds the diagnosis and its downtime into the next morning's downtime log and exceptions. Use when someone says \\\"run the breakdown chain,\\\" \\\"a machine went down,\\\" \\\"diagnose this a", "repo": "https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/claude-for-manufacturing/skills/breakdown-to-next-report", "install": ["npx skills add anthropics/claude-plugins-official --skill breakdown-to-next-report"], "stars": 47064, "pushed": "2026-11-13T01:14:19Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:anthropics/claude-plugins-official/plugins/claude-for-manufacturing/skills/custom-connector", "name": "custom-connector", "kind": "skill", "official": true, "desc": "Gets the plugin talking to a manufacturing system that has no vendor MCP, working down a seven-tier access ladder in order — vendor MCP, community MCP, a scoped API wrapper, a read-only database view, a Zapier bridge, screen automation as a last resort, or a scheduled export contract — and stopping at the highest rung that actually works. States plainly at every rung what the customer gets, what it costs, and how it will eventually break. Most often the answer is that a vendor MCP already exists", "repo": "https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/claude-for-manufacturing/skills/custom-connector", "install": ["npx skills add anthropics/claude-plugins-official --skill custom-connector"], "stars": 47064, "pushed": "2026-11-13T01:14:19Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "plugin:anthropics/claude-plugins-official:cwc-makers", "name": "cwc-makers", "kind": "claude-plugin", "official": null, "desc": "Onboard a Code-with-Claude Makers Cardputer with one /maker-setup command — clones the build-with-claude repo, flashes UIFlow firmware, and installs the Claude Buddy app bundle.", "repo": "https://github.com/anthropics/claude-plugins-official", "install": ["claude plugin install cwc-makers@claude-plugins-official"], "stars": 47064, "pushed": "2026-11-13T01:14:19Z", "license": "Apache-2.0", "plat": "cardputer", "live": "Not checked (runs locally)"}, {"id": "skill:anthropics/claude-plugins-official/plugins/claude-for-manufacturing/skills/design-space-explore", "name": "design-space-explore", "kind": "skill", "official": true, "desc": "Generates a batch of CAD variants directly in Autodesk Fusion by applying changed parameters to an engineer's existing model, never designing from scratch and never overwriting the base. Checks first whether the parameters the engineer wants to vary actually drive the model's geometry, and stops rather than generating garbage if they don't. Confirms the variant count with the engineer before generating anything. Captures mass, volume, bounding box and every other model-computed property per vari", "repo": "https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/claude-for-manufacturing/skills/design-space-explore", "install": ["npx skills add anthropics/claude-plugins-official --skill design-space-explore"], "stars": 47064, "pushed": "2026-11-13T01:14:19Z", "license": "Apache-2.0", "plat": "autodesk fusion", "live": "Not checked (runs locally)"}, {"id": "skill:anthropics/claude-plugins-official/plugins/claude-for-manufacturing/skills/onboarding", "name": "onboarding", "kind": "skill", "official": true, "desc": "Sets the plugin up for one plant on first run. Asks which ERP, CAD, CMMS and document system the plant uses and tests the four supported connectors (Microsoft 365, Oracle NetSuite, Infor M3, Autodesk Fusion), takes a bulk drop of the plant's own documents so it asks only what they don't answer, profiles the export folder, and runs the time interview with a clock-skew check. Also captures vocabulary, sites, capability, machining data, standards, templates and commercial rates, reports which skill", "repo": "https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/claude-for-manufacturing/skills/onboarding", "install": ["npx skills add anthropics/claude-plugins-official --skill onboarding"], "stars": 47064, "pushed": "2026-11-13T01:14:19Z", "license": "Apache-2.0", "plat": "microsoft 365", "live": "Not checked (runs locally)"}, {"id": "skill:github/awesome-copilot/skills/freecad-scripts", "name": "freecad-scripts", "kind": "skill", "official": false, "desc": "Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher scripts, workbench tools, GUI dialogs with PySide, Coin3D scenegraph manipulation, or any FreeCAD Python API task. Covers FreeCAD scripting basics, geometry creation, FeaturePython objects, interface tools, and macro development.", "repo": "https://github.com/github/awesome-copilot/tree/HEAD/skills/freecad-scripts", "install": ["npx skills add github/awesome-copilot --skill freecad-scripts"], "stars": 41140, "pushed": "2026-11-13T21:37:52Z", "license": "MIT", "plat": "freecad", "live": "Not checked (runs locally)"}, {"id": "skill:alirezarezvani/claude-skills/engineering-team/skills/embedded-iot-mentor", "name": "embedded-iot-mentor", "kind": "skill", "official": false, "desc": "Use for any embedded or IoT hardware project (ESP32, STM32, Arduino, Pico, firmware, PCB, MQTT, Home Assistant, sensor dashboards), before buying parts. Picks the MCU, board and toolchain, decides where readings go and gives a phased build plan with time and cost.", "repo": "https://github.com/alirezarezvani/claude-skills/tree/HEAD/engineering-team/skills/embedded-iot-mentor", "install": ["npx skills add alirezarezvani/claude-skills --skill embedded-iot-mentor"], "stars": 29773, "pushed": "2026-11-12T10:35:06Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/dse-loop", "name": "dse-loop", "kind": "skill", "official": false, "desc": "Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says \\\"DSE\\\", \\\"design space exploration\\\", \\\"sweep parameters\\\", \\\"optimize\\\", \\\"find best config\\\", or wants iterative parameter tuning.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/dse-loop", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill dse-loop"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-aes-gcm", "name": "doca-aes-gcm", "kind": "skill", "official": false, "desc": "Use this skill when the user is doing hands-on DOCA AES-GCM work on a BlueField DPU or ConnectX NIC — configuring `doca_aes_gcm_task_encrypt` / `_task_decrypt`, querying `doca_aes_gcm_cap_*` for per-key-type (only `DOCA_AES_GCM_KEY_128` / `_256` — AES-192 not supported) and per-task support, sizing plaintext against the max-buf cap, setting source / destination mmap permissions, validating with a NIST GCMVS or RFC 5288 vector, or debugging DOCA_ERROR_* including the security-critical tag-verific", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-aes-gcm", "install": ["npx skills add NVIDIA/skills --skill doca-aes-gcm"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-argp", "name": "doca-argp", "kind": "skill", "official": false, "desc": "Use this skill for hands-on DOCA Arg Parser CLI work on a shipped sample or new DOCA-using app — adding / removing / renaming flags; wiring `doca_argp_init` → register params → `doca_argp_start` → `doca_argp_destroy` in order; picking a parameter type from the full public enum (`DOCA_ARGP_TYPE_STRING`, `_INT`, `_BOOLEAN`, `_DEVICE`, `_DEVICE_REP`, `_DOUBLE` — six values, not three); preserving the built-in DOCA flags (`-h` `-v` `-l` `--sdk-log-level` `--log-filter` `-j`/`--json`, NOT `--json-con", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-argp", "install": ["npx skills add NVIDIA/skills --skill doca-argp"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-comch", "name": "doca-comch", "kind": "skill", "official": false, "desc": "Use this skill when the user is doing hands-on DOCA Comch work on a host + BlueField pair — bringing up host ↔ DPU PCIe control-plane messaging, picking server (DPU) vs client (host) roles, choosing slow-path send-task / recv-callback vs fast-path producer / consumer, querying max-msg-size or max-clients capabilities, registering connection callbacks, or debugging DOCA_ERROR_* returns from the Comch API. Trigger even when the user does not explicitly mention \"DOCA Comch\" or \"Comm Channel\" (renam", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-comch", "install": ["npx skills add NVIDIA/skills --skill doca-comch"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-common", "name": "doca-common", "kind": "skill", "official": false, "desc": "Use this skill whenever the user is doing hands-on DOCA programming on a BlueField DPU or ConnectX NIC and needs the foundation primitives every per-library context rests on — walking the doca_ctx lifecycle, discovering doca_dev / doca_devinfo and gating on doca_*_cap_* before trusting a feature, wiring doca_mmap / doca_buf_inventory / doca_buf for zero-copy I/O across libraries, driving doca_pe for completions, or DOCA Log's two-tier (--sdk-log-level vs app-side) model. Trigger even when the us", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-common", "install": ["npx skills add NVIDIA/skills --skill doca-common"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-compress", "name": "doca-compress", "kind": "skill", "official": false, "desc": "Hardware compression offload with DOCA Compress on a BlueField DPU, ConnectX NIC, or host: DEFLATE compress and decompress, plus LZ4 decompress (stream and block; LZ4 encode is NOT supported), instead of CPU zlib / zstd. Trigger on \"offload this gzip\", \"decompress incoming network data on the NIC\", \"compress task returns INVALID_VALUE on alloc_init\", \"submitted a task but no completion arrives\", or \"decompress LZ4 on the BlueField\", even without naming DOCA Compress. Covers enabling compress-def", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-compress", "install": ["npx skills add NVIDIA/skills --skill doca-compress"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-devemu", "name": "doca-devemu", "kind": "skill", "official": false, "desc": "Use this skill when the user is doing hands-on DOCA Device Emulation on a BlueField DPU — exposing a custom emulated PCIe device the host sees as a real peripheral while DPU-side code runs the backend, picking the sub-library (PCI Generic, virtio-net, virtio-fs), wiring the per-sub-library Core context plus doorbell / DMA primitives, querying `doca_devemu_*_cap_*`, or debugging DOCA_ERROR_* from a `doca_devemu_*` call. Trigger even when the user does not say \"devemu\" — typical implicit phrasings", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-devemu", "install": ["npx skills add NVIDIA/skills --skill doca-devemu"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-dma", "name": "doca-dma", "kind": "skill", "official": false, "desc": "Use this skill when the user is doing hands-on DOCA DMA programming — bringing up a doca_dma context, configuring the single doca_dma_task_memcpy task type, sizing buffers via the doca_dma_cap_task_memcpy_* queries, setting LOCAL_READ_ONLY / LOCAL_READ_WRITE permissions on source / destination doca_mmap regions (plus doca_mmap_export_* for cross-peer copies), driving the progress engine, or debugging DOCA_ERROR_* returns. Trigger even when the user does not explicitly mention \"DOCA DMA\" or \"doca", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-dma", "install": ["npx skills add NVIDIA/skills --skill doca-dma"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-dpa", "name": "doca-dpa", "kind": "skill", "official": false, "desc": "Use this skill when the user is doing hands-on DOCA DPA host-side work on a BlueField — creating the `doca_dpa` Core context, loading a DPACC-compiled DPA app image (`doca_dpa_app`), creating DPA threads, launching kernels via `doca_dpa_kernel_launch_update_*`, draining `doca_dpa_completion`, running `doca_dpa_cap_*` discovery, choosing between the DPA comm component (inter-DPA messaging) and the DPA verbs component (in-kernel RDMA), or debugging `DOCA_ERROR_*` from `doca_dpa_*`. Trigger even wi", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-dpa", "install": ["npx skills add NVIDIA/skills --skill doca-dpa"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-dpdk-bridge", "name": "doca-dpdk-bridge", "kind": "skill", "official": false, "desc": "Use this skill when the user has an existing DPDK application and is adding DOCA capabilities in-place — most commonly DOCA Flow hardware steering — without rewriting the data-plane in DOCA-native form: binding a DPDK port id to a `doca_dev` (`doca_dpdk_port_probe` / `doca_dpdk_port_as_dev`), converting `rte_mbuf` ↔ `doca_buf`, querying `doca_dpdk_cap_is_rep_port_supported`, or debugging `DOCA_ERROR_*` from a bridge call. Trigger even without \"DOCA DPDK Bridge\": \"how do I add DOCA Flow to my DPD", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-dpdk-bridge", "install": ["npx skills add NVIDIA/skills --skill doca-dpdk-bridge"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "dpdk", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-erasure-coding", "name": "doca-erasure-coding", "kind": "skill", "official": false, "desc": "Hardware-offloaded erasure coding with DOCA Erasure Coding (Reed-Solomon, doca_ec) on a BlueField DPU, ConnectX NIC, or host: generating parity for data blocks, rebuilding lost blocks from the survivors, and refreshing parity after a change. Trigger on \"one data block changed, how do I refresh parity without re-encoding\", \"a disk failed and 2 parity blocks are gone, can I rebuild\", \"RAID-6 resilience across 12 disks\", \"my doca_ec_task_create returns NOT_PERMITTED\", or \"is this N+K layout still r", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-erasure-coding", "install": ["npx skills add NVIDIA/skills --skill doca-erasure-coding"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/doca-eth", "name": "doca-eth", "kind": "skill", "official": false, "desc": "Use this skill for hands-on DOCA Ethernet packet-queue work on a BlueField DPU or ConnectX NIC — bringing up a `doca_eth_rxq` or `doca_eth_txq` on a port / representor / SF, picking among the four `enum doca_eth_rxq_type` values (`_REGULAR` / `_CYCLIC` / `_MANAGED_MEMPOOL` / `_SHARED_MEMPOOL`), sizing burst or scatter-gather length against the `_cap_*` queries, submitting `doca_eth_txq_task_send` / `_lso_send` (carrying packet `doca_buf`s — no `doca_eth_frame` struct exists), or debugging DOCA_E", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/doca-eth", "install": ["npx skills add NVIDIA/skills --skill doca-eth"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia doca", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/hsb-ip-create-top", "name": "hsb-ip-create-top", "kind": "skill", "official": false, "desc": "Create or explain fixed-format HSB FPGA_top.sv wrappers from validated HOLOLINK_def.svh files. Do not use for def generation or validation.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/hsb-ip-create-top", "install": ["npx skills add NVIDIA/skills --skill hsb-ip-create-top"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "holoscan sensor bridge", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/hsb-ip-def", "name": "hsb-ip-def", "kind": "skill", "official": false, "desc": "Generate, validate, compare, or explain HSB HOLOLINK_def.svh macros. Do not use for FPGA_top.sv wrappers or packetizer-only derivation. Generation runs bundled Python scripts locally through shell commands and writes validated .svh output files after user-confirmed paths.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/hsb-ip-def", "install": ["npx skills add NVIDIA/skills --skill hsb-ip-def"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "holoscan sensor bridge", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/hsb-ip-packetizer", "name": "hsb-ip-packetizer", "kind": "skill", "official": false, "desc": "Choose or explain HSB Sensor RX packetizer fields for HOLOLINK_def.svh. Do not use for full defs, validation, or runtime APB programming.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/hsb-ip-packetizer", "install": ["npx skills add NVIDIA/skills --skill hsb-ip-packetizer"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "holoscan sensor bridge", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/hsb-setup", "name": "hsb-setup", "kind": "skill", "official": false, "desc": "Clone the latest NVIDIA Holoscan Sensor Bridge repo, ask which supported devkit is being used, configure the host per platform, build the correct demo container, run it, and verify HSB connectivity by pinging 192.168.0.2. Use for Holoscan Sensor Bridge setup, build, container launch, and first-connectivity bring-up.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/hsb-setup", "install": ["npx skills add NVIDIA/skills --skill hsb-setup"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "holoscan sensor bridge", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/hsb-test", "name": "hsb-test", "kind": "skill", "official": false, "desc": "Execute QA test plans on Holoscan Sensor Bridge hardware. Reads a user-provided test document, filters tests by the user's setup, determines which tests can run automatically, executes them with pass/fail evaluation, and produces a structured test results report.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/hsb-test", "install": ["npx skills add NVIDIA/skills --skill hsb-test"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "holoscan sensor bridge", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-build-source", "name": "jetson-build-source", "kind": "skill", "official": false, "desc": "Use when you need to rebuild the BSP overlay — DT, OOT modules, or kernel — from changes under bsp_sources/. Triggers: build bsp, rebuild dtb, rebuild kernel.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-build-source", "install": ["npx skills add NVIDIA/skills --skill jetson-build-source"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-camera", "name": "jetson-customize-camera", "kind": "skill", "official": false, "desc": "Enable MIPI/GMSL camera sensors on a Jetson Thor or Orin custom carrier by rendering a kernel-DT overlay from the in-tree sensor DTSI. Do NOT use for UPHY lane allocation or ODMDATA edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-camera", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-camera"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-clocks", "name": "jetson-customize-clocks", "kind": "skill", "official": false, "desc": "Use to lock/cap Jetson CPU/GPU/EMC clocks, toggle EMC/CPU DVFS, or change cpufreq governors by editing BPMP DTB and nvpower.sh pre-flash. Do NOT use for live tuning or nvpmodel edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-clocks", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-clocks"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-fan", "name": "jetson-customize-fan", "kind": "skill", "official": false, "desc": "Use when you need to add, remove, edit, list, or change the boot default of an nvfancontrol fan profile on a Jetson/Tegra (Orin, Thor) target. Triggers: edit fan profile, tune fan curve.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-fan", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-fan"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-mgbe", "name": "jetson-customize-mgbe", "kind": "skill", "official": false, "desc": "Enable Jetson Thor 25G/10G/1G MGBE QSFP via kernel-DT overlay. Do NOT use for UPHY lane allocation or ODMDATA edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-mgbe", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-mgbe"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-nvpmodel", "name": "jetson-customize-nvpmodel", "kind": "skill", "official": false, "desc": "Use when you need to add, remove, edit, list, or change the boot default of an nvpmodel power mode on a Jetson/Tegra (Orin, Thor) target. Triggers: edit power mode, tune frequency caps.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-nvpmodel", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-nvpmodel"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-pcie", "name": "jetson-customize-pcie", "kind": "skill", "official": false, "desc": "Per-controller PCIe enable / disable / lanes / link-speed for a Jetson Thor or Orin custom carrier via ODMDATA + kernel-DT overlay. Do NOT use for UPHY lane allocation or endpoint-mode bring-up.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-pcie", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-pcie"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-pinmux", "name": "jetson-customize-pinmux", "kind": "skill", "official": false, "desc": "Per-pin SFIO / direction / initial-state configurator for a Jetson Orin or Thor custom carrier from the pinmux XLSM. Do NOT use for kernel-DT overlay or ODMDATA edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-pinmux", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-pinmux"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-uphy", "name": "jetson-customize-uphy", "kind": "skill", "official": false, "desc": "Configure Jetson UPHY lane allocation (uphy0/uphy1-config) on Orin/Thor custom carriers. Do NOT use for pinmux or PCIe-only edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-uphy", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-uphy"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-customize-usb", "name": "jetson-customize-usb", "kind": "skill", "official": false, "desc": "Enable/disable Jetson USB2/USB3 SS ports via kernel-DT overlay. Do NOT use for UPHY lane allocation or ODMDATA edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-customize-usb", "install": ["npx skills add NVIDIA/skills --skill jetson-customize-usb"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-derive-carrier", "name": "jetson-derive-carrier", "kind": "skill", "official": false, "desc": "Bootstrap a custom carrier board by forking carrier files and scaffolding a DT overlay from the reference devkit. Use after jetson-init-source; not for module-level or kernel-DTB changes.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-derive-carrier", "install": ["npx skills add NVIDIA/skills --skill jetson-derive-carrier"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-diagnostic", "name": "jetson-diagnostic", "kind": "skill", "official": false, "desc": "Read-only Jetson health snapshot for identity, memory, GPU, thermal, power, storage, services, and top processes.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-diagnostic", "install": ["npx skills add NVIDIA/skills --skill jetson-diagnostic"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-download-bsp", "name": "jetson-download-bsp", "kind": "skill", "official": false, "desc": "Download NVIDIA Jetson Linux BSP artifacts (BSP tarball, sample rootfs, public_sources, x-tools, guides) for the active target. Use for Auto Setup; not for extraction or profile edits.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-download-bsp", "install": ["npx skills add NVIDIA/skills --skill jetson-download-bsp"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-flash-image", "name": "jetson-flash-image", "kind": "skill", "official": false, "desc": "Use to flash a promoted BSP image to a Jetson DUT in RCM mode via flash.sh or l4t_initrd_flash.sh. Do NOT use for BSP customization, image promotion, or carrier derivation.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-flash-image", "install": ["npx skills add NVIDIA/skills --skill jetson-flash-image"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-headless-mode", "name": "jetson-headless-mode", "kind": "skill", "official": false, "desc": "Plan and apply safe Jetson headless-mode changes to reclaim GUI and daemon memory.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-headless-mode", "install": ["npx skills add NVIDIA/skills --skill jetson-headless-mode"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-init-image", "name": "jetson-init-image", "kind": "skill", "official": false, "desc": "Extract Jetson Linux + sample-rootfs tarballs and run apply_binaries.sh for the active target, then record bsp_image in the profile. Use after jetson-init-target; not for source-tree setup.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-init-image", "install": ["npx skills add NVIDIA/skills --skill jetson-init-image"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-init-source", "name": "jetson-init-source", "kind": "skill", "official": false, "desc": "Set up the BSP source workspace: Linux_for_Tegra overlay tracker, bsp_sources, Crosstool-NG toolchain. Use after jetson-init-image; not for fetching inputs.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-init-source", "install": ["npx skills add NVIDIA/skills --skill jetson-init-source"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-init-target", "name": "jetson-init-target", "kind": "skill", "official": false, "desc": "Author a new Jetson target-platform profile (reference_devkit + optional custom_carrier) and update the active pointer. Use to create a target; not for switching existing profiles.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-init-target", "install": ["npx skills add NVIDIA/skills --skill jetson-init-target"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-memory-audit", "name": "jetson-memory-audit", "kind": "skill", "official": false, "desc": "Measure Jetson DRAM/NvMap usage and verify before/after memory reclamation with live audit data.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-memory-audit", "install": ["npx skills add NVIDIA/skills --skill jetson-memory-audit"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-optimize-memory", "name": "jetson-optimize-memory", "kind": "skill", "official": false, "desc": "Reclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB. Use for headless or no-camera Jetson deployments; not for CPU/GPU frequency tuning.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-optimize-memory", "install": ["npx skills add NVIDIA/skills --skill jetson-optimize-memory"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nvidia jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-package", "name": "jetson-package", "kind": "skill", "official": false, "desc": "Pick Jetson-compatible containers, vLLM runtime images, and Jetson AI Lab PyPI indexes; maps Orin SM 8.7 vs Thor SM 11.0 and JetPack-specific package choices.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-package", "install": ["npx skills add NVIDIA/skills --skill jetson-package"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-print-bsp-info", "name": "jetson-print-bsp-info", "kind": "skill", "official": false, "desc": "Use when you need to print Jetson BSP info (L4T version, board configs, rootfs state) from a Linux_for_Tegra root on the host PC. This is an example skill.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-print-bsp-info", "install": ["npx skills add NVIDIA/skills --skill jetson-print-bsp-info"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-print-device-info", "name": "jetson-print-device-info", "kind": "skill", "official": false, "desc": "Use when you need to print Jetson device info (module model, L4T version, kernel, OS version, current power mode) from a running Jetson target. This is an example skill.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-print-device-info", "install": ["npx skills add NVIDIA/skills --skill jetson-print-device-info"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-promote-image", "name": "jetson-promote-image", "kind": "skill", "official": false, "desc": "Use to promote overlay files and built artifacts into the staged BSP image. Do NOT use to flash or build. Triggers: promote bsp image.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-promote-image", "install": ["npx skills add NVIDIA/skills --skill jetson-promote-image"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-quick-start", "name": "jetson-quick-start", "kind": "skill", "official": false, "desc": "Entry skill for Jetson / IGX BSP customization. Asks one core click-to-select setup questionnaire and passes prefilled answers to downstream setup skills.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-quick-start", "install": ["npx skills add NVIDIA/skills --skill jetson-quick-start"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-set-target", "name": "jetson-set-target", "kind": "skill", "official": false, "desc": "Switch the active Jetson target-platform pointer to an existing profile YAML. Use before customize/build/flash to change target; not for authoring profiles — use jetson-init-target instead.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-set-target", "install": ["npx skills add NVIDIA/skills --skill jetson-set-target"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-speculative-decoding", "name": "jetson-speculative-decoding", "kind": "skill", "official": false, "desc": "Add EAGLE-3 or draft-model speculative decoding to a Jetson vLLM server when TPOT is the bottleneck.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-speculative-decoding", "install": ["npx skills add NVIDIA/skills --skill jetson-speculative-decoding"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-validate-image", "name": "jetson-validate-image", "kind": "skill", "official": false, "desc": "Use after jetson-flash-image to run static BSP checks, on-target smoke/regression tests on a flashed DUT, or both. Not for build or flash steps. Triggers: validate bsp, on-target validation.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-validate-image", "install": ["npx skills add NVIDIA/skills --skill jetson-validate-image"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-video-benchmark", "name": "jetson-video-benchmark", "kind": "skill", "official": false, "desc": "Use when measuring Jetson Video Codec SDK or PyNvVideoCodec encode/decode throughput, comparing presets or surfaces, testing codec-worker capacity with authenticated samples and user media, or producing a clearly labeled documentation-derived planning estimate when representative media is absent. Also use for a video request limited to PSNR or SSIM, to apply the terminal scope response.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-video-benchmark", "install": ["npx skills add NVIDIA/skills --skill jetson-video-benchmark"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-video-capability", "name": "jetson-video-capability", "kind": "skill", "official": false, "desc": "Use when Jetson codec, profile, chroma, bit-depth, dimension, engine-count, or operational support must be reconciled from live APIs, authenticated NVIDIA samples, and NVIDIA documentation; also applies the content-DRM scope.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-video-capability", "install": ["npx skills add NVIDIA/skills --skill jetson-video-capability"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-video-pipeline", "name": "jetson-video-pipeline", "kind": "skill", "official": false, "desc": "Use when planning, executing, and independently validating Jetson Video Codec SDK or PyNvVideoCodec encode/decode, transcode, segmentation, container decode, AV1, or concise acceptance workflows.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-video-pipeline", "install": ["npx skills add NVIDIA/skills --skill jetson-video-pipeline"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-video-recipe", "name": "jetson-video-recipe", "kind": "skill", "official": false, "desc": "Use when turning a Jetson encoder use case into one surface-neutral recipe with native Video Codec SDK and PyNvVideoCodec projections.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-video-recipe", "install": ["npx skills add NVIDIA/skills --skill jetson-video-recipe"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/jetson-video-setup", "name": "jetson-video-setup", "kind": "skill", "official": false, "desc": "Use when installing, repairing, reusing, inspecting, or verifying readiness of the native NVIDIA Video Codec SDK or PyNvVideoCodec on Jetson, including the one-frame encode/decode smoke test with official samples, and when interpreting what those readiness results, including CPU-buffer and device-memory sample modes, do and do not establish.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/jetson-video-setup", "install": ["npx skills add NVIDIA/skills --skill jetson-video-setup"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "jetson", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/nemo-mbridge-multi-node-slurm", "name": "nemo-mbridge-multi-node-slurm", "kind": "skill", "official": false, "desc": "Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native vs uv run torch.distributed approaches, container setup, NCCL timeouts, OOM sizing for MoE models, and interactive allocation.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/nemo-mbridge-multi-node-slurm", "install": ["npx skills add NVIDIA/skills --skill nemo-mbridge-multi-node-slurm"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "slurm", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.partcad/partcad", "name": "PartCAD", "kind": "mcp", "official": null, "desc": "Inspect, render, test and export the parts and assemblies of PartCAD hardware packages", "repo": "https://github.com/partcad/partcad", "install": ["pypi:partcad"], "stars": 530, "pushed": "2026-11-13T04:54:13Z", "license": "Apache-2.0", "plat": "partcad", "live": "Not checked (runs locally)"}, {"id": "skill:amd/skills/staging/apu-memory-tuner", "name": "apu-memory-tuner", "kind": "skill", "official": false, "desc": "Inspects and tunes the shared-vs-dedicated memory split on AMD Ryzen APUs with unified memory (UMA) so larger LLMs and image-gen models fit on the iGPU, or so reserved GPU memory is returned to the CPU. Use when the user mentions Ryzen AI, Strix Halo / Strix Point / Krackan / Phoenix / Hawk Point, Ryzen AI Max, gfx1150 / gfx1151 / gfx1152, integrated Radeon, iGPU memory, UMA Frame Buffer Size, AMD Variable Graphics Memory, VGM, GTT, GART, TTM, pages_limit, amd-ttm, amd-debug-tools, \"shared GPU m", "repo": "https://github.com/amd/skills/tree/HEAD/staging/apu-memory-tuner", "install": ["npx skills add amd/skills --skill apu-memory-tuner"], "stars": 490, "pushed": "2026-11-13T11:45:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.codeofaxel/kiln", "name": "Kiln", "kind": "mcp", "official": null, "desc": "Spawn an object into existence: describe it, and your agent designs it, checks it, and 3D prints it.", "repo": "https://github.com/codeofaxel/Kiln", "install": ["pypi:kiln3d", "https://api.kiln3d.com/mcp"], "stars": 244, "pushed": "2026-11-13T00:48:49Z", "license": "AGPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.awv-informatik/classcad", "name": "ClassCAD", "kind": "mcp", "official": null, "desc": "Build and verify CAD parts and assemblies with the ClassCAD engine, locally, no server needed.", "repo": "https://github.com/awv-informatik/classcad-ai", "install": ["npm:@classcad/mcp"], "stars": 185, "pushed": "2026-11-11T19:40:31Z", "license": null, "plat": "classcad", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.rtmandreyev/construct", "name": "Construct", "kind": "mcp", "official": null, "desc": "Checks an agent's part-by-part description of a thing and builds it as glTF, OBJ, 3MF or STL.", "repo": "https://github.com/rtmandreyev/construct", "install": ["mcpb:https://github.com/rtmandreyev/construct/releases/download/v1.3.2/construct-mcp-1.3.2.mcpb"], "stars": 121, "pushed": "2026-11-12T23:10:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Lukasz-Juranek/lin-usb-converter", "name": "USB LIN Converter", "kind": "mcp", "official": null, "desc": "Sniff and reverse-engineer a car's LIN bus: capture, changing bits, speed detect, LDF decode", "repo": "https://github.com/uCAN-LIN/LinUSBConverter", "install": ["pypi:ucan-lin-mcp"], "stars": 93, "pushed": "2026-11-03T20:14:02Z", "license": "GPL-3.0", "plat": "usb lin", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.LofiFren/picocalc-mcp", "name": "io.github.LofiFren/picocalc-mcp", "kind": "mcp", "official": null, "desc": "AI assistant access to PicoCalc MicroPython hardware over USB.", "repo": "https://github.com/LofiFren/PicoCalc", "install": ["pypi:picocalc-mcp"], "stars": 80, "pushed": "2026-10-14T09:20:10Z", "license": "MIT", "plat": "picocalc", "live": "Not checked (runs locally)"}, {"id": "mcp:org.opendevicedb/opendevicedb", "name": "OpenDeviceDB", "kind": "mcp", "official": null, "desc": "Check 21,000+ devices with open firmware or protocols before reverse engineering one.", "repo": "https://github.com/opendevicedb/opendevicedb", "install": ["npm:@opendevicedb/mcp"], "stars": 45, "pushed": "2026-11-10T20:35:56Z", "license": "AGPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.chrisgleissner/c64bridge", "name": "C64 Bridge", "kind": "mcp", "official": null, "desc": "MCP server for Commodore 64 Ultimate hardware and VICE emulator control.", "repo": "https://github.com/chrisgleissner/c64bridge", "install": ["npm:c64bridge"], "stars": 41, "pushed": "2026-11-13T01:13:19Z", "license": "GPL-2.0", "plat": "commodore 64", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.hjbaard/solidworks-mcp", "name": "SolidWorks", "kind": "mcp", "official": null, "desc": "Model, measure and verify parametric parts and assemblies in a running SolidWorks (Windows).", "repo": "https://github.com/hjbaard/SolidWorks-MCP", "install": ["pypi:solidworks-mcp"], "stars": 31, "pushed": "2026-11-13T06:36:55Z", "license": "MIT", "plat": "solidworks", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.K-Dense-AI/labmcp-alicat", "name": "Alicat Mass Flow & Pressure Controller", "kind": "mcp", "official": null, "desc": "MCP server for Alicat mass flow and pressure meters/controllers.", "repo": "https://github.com/K-Dense-AI/lab-instrument-mcps", "install": ["pypi:labmcp-alicat"], "stars": 30, "pushed": "2026-09-26T22:47:14Z", "license": "Apache-2.0", "plat": "alicat", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.K-Dense-AI/labmcp-atlas-ezo", "name": "Atlas Scientific EZO Sensors", "kind": "mcp", "official": null, "desc": "MCP server for Atlas Scientific EZO sensor circuits (pH, ORP, DO, EC, RTD, HUM, CO2, PRS) over UART.", "repo": "https://github.com/K-Dense-AI/lab-instrument-mcps", "install": ["pypi:labmcp-atlas-ezo"], "stars": 30, "pushed": "2026-09-26T22:47:14Z", "license": "Apache-2.0", "plat": "atlas scientific", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.K-Dense-AI/labmcp-bench-psu", "name": "Bench DC Power Supply", "kind": "mcp", "official": null, "desc": "MCP server for programmable DC bench power supplies from Rigol, Siglent and Aim-TTi.", "repo": "https://github.com/K-Dense-AI/lab-instrument-mcps", "install": ["pypi:labmcp-bench-psu"], "stars": 30, "pushed": "2026-09-26T22:47:14Z", "license": "Apache-2.0", "plat": "rigol", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.K-Dense-AI/labmcp-modbus", "name": "Modbus TCP/RTU Device", "kind": "mcp", "official": null, "desc": "MCP server for Modbus TCP/RTU devices with typed, scaled register maps and per-point limits.", "repo": "https://github.com/K-Dense-AI/lab-instrument-mcps", "install": ["pypi:labmcp-modbus"], "stars": 30, "pushed": "2026-09-26T22:47:14Z", "license": "Apache-2.0", "plat": "modbus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.agentic-hil/agentic-hil", "name": "Agentic HIL", "kind": "mcp", "official": null, "desc": "Develop firmware on the real board behind a debug probe: flash, reset, UART and CAN, policy-gated.", "repo": "https://github.com/agentic-hil/agentic-hil", "install": ["pypi:agentic-hil"], "stars": 26, "pushed": "2026-11-13T06:14:17Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.perfboarddesigner/mcp", "name": "Perfboard Designer", "kind": "mcp", "official": null, "desc": "Design perfboard and stripboard layouts, check the wiring and get a link to open them in the editor.", "repo": "https://github.com/MaurerKrisztian/perfboard-designer", "install": ["npm:perfboard-designer-mcp", "https://mcp.perfboarddesigner.com/mcp"], "stars": 23, "pushed": "2026-11-09T22:50:42Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.RuihongY/verdi-bridge", "name": "Verdi Bridge", "kind": "mcp", "official": null, "desc": "Inspect waveforms and navigate RTL in live Synopsys Verdi. Requires a licensed Verdi installation.", "repo": "https://github.com/RuihongY/verdi_bridge", "install": ["pypi:verdi-bridge"], "stars": 23, "pushed": "2026-10-14T21:08:37Z", "license": "MIT", "plat": "synopsys verdi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.NonicaTeam/ai-connector-for-revit", "name": "io.github.NonicaTeam/ai-connector-for-revit", "kind": "mcp", "official": null, "desc": "+50 tools to inspect, select, edit and document elements in live Revit models.", "repo": "https://github.com/NonicaTeam/AI-Connector-for-Revit", "install": ["mcpb:https://github.com/NonicaTeam/AI-Connector-for-Revit/releases/download/MCPB/nonicatabpro.mcpb"], "stars": 19, "pushed": "2026-10-07T07:52:47Z", "license": "NOASSERTION", "plat": "revit", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.qarnet/serial-mcp", "name": "Serial MCP", "kind": "mcp", "official": null, "desc": "MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.", "repo": "https://github.com/qarnet/serial-mcp", "install": ["mcpb:https://github.com/qarnet/serial-mcp/releases/download/v0.9.3/serial-mcp-x86_64-linux", "mcpb:https://github.com/qarnet/serial-mcp/releases/download/v0.9.3/serial-mcp-aarch64-linux", "mcpb:https://github.com/qarnet/serial-mcp/releases/download/v0.9.3/serial-mcp-aarch64-macos", "mcpb:https://github.com/qarnet/serial-mcp/releases/download/v0.9.3/serial-mcp-x86_64-windows.exe"], "stars": 19, "pushed": "2026-11-10T20:38:26Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.thingctx/thingctx", "name": "com.thingctx/thingctx", "kind": "mcp", "official": null, "desc": "Drive devices and APIs from their W3C Thing Description. You gate every operation.", "repo": "https://github.com/thingctx/thingctx", "install": ["pypi:thingctx"], "stars": 16, "pushed": "2026-11-09T15:07:54Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.KenosInc/sigrok-mcp-server", "name": "sigrok MCP Server", "kind": "mcp", "official": null, "desc": "Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.", "repo": "https://github.com/KenosInc/sigrok-mcp-server", "install": ["oci:ghcr.io/kenosinc/sigrok-mcp-server:0.2.0"], "stars": 15, "pushed": "2026-10-28T03:25:34Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Nitmi/blea", "name": "BLEA", "kind": "mcp", "official": null, "desc": "Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.", "repo": "https://github.com/Nitmi/blea", "install": ["pypi:blea"], "stars": 13, "pushed": "2026-09-29T11:26:20Z", "license": "MIT", "plat": "bluetooth", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.KittyCAD/zoo-mcp", "name": "io.github.KittyCAD/zoo-mcp", "kind": "mcp", "official": null, "desc": "An MCP server that provides access to the Zoo API for various CAD operations and tools.", "repo": "https://github.com/KittyCAD/mcp", "install": ["pypi:zoo_mcp"], "stars": 11, "pushed": "2026-11-12T18:55:13Z", "license": "MIT", "plat": "zoo", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mp-consulting/homebridge-ai-kit", "name": "Homebridge", "kind": "mcp", "official": null, "desc": "Control Homebridge accessories and scenes, manage plugins and config.json, and read logs", "repo": "https://github.com/mp-consulting/homebridge-ai-kit", "install": ["npm:@mp-consulting/homebridge-ai-kit", "mcpb:https://github.com/mp-consulting/homebridge-ai-kit/releases/download/v3.1.3/homebridge-ai-kit-3.1.3.mcpb"], "stars": 10, "pushed": "2026-11-12T23:37:52Z", "license": "MIT", "plat": "homebridge", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ctrlpi/pico-bay", "name": "io.github.ctrlpi/pico-bay", "kind": "mcp", "official": null, "desc": "App and MCP server for Raspberry Pi Pico and ESP32 boards over USB: files, console, firmware.", "repo": "https://github.com/ctrlpi/pico-bay", "install": ["npm:@ctrlpi/pico-bay"], "stars": 10, "pushed": "2026-11-06T09:34:15Z", "license": "MIT", "plat": "raspberry pi pico", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cunjun/mcubuddy", "name": "McuBuddy", "kind": "mcp", "official": null, "desc": "AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.", "repo": "https://github.com/cunjun/McuBuddy", "install": ["pypi:McuBuddy"], "stars": 10, "pushed": "2026-08-17T06:12:55Z", "license": "MIT", "plat": "mcu", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Yeelight/yeelight-iot-mcp", "name": "Yeelight IoT MCP Server", "kind": "mcp", "official": null, "desc": "Yeelight device discovery, state, control, and scene execution.", "repo": "https://github.com/Yeelight/yeelight-iot-mcp", "install": ["https://api.yeelight.com/apis/mcp_server/v1/mcp"], "stars": 10, "pushed": "2026-07-23T10:02:14Z", "license": "Apache-2.0", "plat": "yeelight", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.aimoda/rigol-dho824-mcp", "name": "Rigol DHO824 Oscilloscope", "kind": "mcp", "official": null, "desc": "Control and query Rigol DHO824 oscilloscope for waveform capture and measurements", "repo": "https://github.com/aimoda/rigol-dho824-mcp", "install": ["oci:ghcr.io/aimoda/rigol-dho824-mcp:0.1.143-main.2b177ae", "pypi:rigol-dho824-mcp"], "stars": 7, "pushed": "2025-11-02T21:19:11Z", "license": "MIT", "plat": "rigol", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Defozo/ddc-ci-control-bridge", "name": "DDC/CI Control Bridge", "kind": "mcp", "official": null, "desc": "Control monitor brightness, contrast, power and input via DDC/CI with MCP and MQTT support.", "repo": "https://github.com/Defozo/ddc-ci-control-bridge", "install": ["npm:ddc-ci-control-bridge"], "stars": 6, "pushed": "2026-02-02T09:51:49Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.daqifi/daqifi-mcp", "name": "DAQiFi", "kind": "mcp", "official": null, "desc": "Discover, configure and read DAQiFi Nyquist data-acquisition hardware from an AI agent", "repo": "https://github.com/daqifi/daqifi-core", "install": ["nuget:Daqifi.Mcp"], "stars": 5, "pushed": "2026-11-13T04:59:17Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sandraschi/yahboom-mcp", "name": "io.github.sandraschi/yahboom-mcp", "kind": "mcp", "official": null, "desc": "SOTA 2026 Yahboom Raspbot v2 ROS 2 MCP Server", "repo": "https://github.com/sandraschi/yahboom-mcp", "install": ["mcpb:https://github.com/sandraschi/yahboom-mcp/releases/download/v2.5.0b1/yahboom-mcp-v2.5.0b1.mcpb"], "stars": 4, "pushed": "2026-11-06T18:38:22Z", "license": "MIT", "plat": "ros 2", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.danielefinocchiaro/unofficial-bambu-mcp", "name": "Bambu Studio (unofficial)", "kind": "mcp", "official": null, "desc": "Build, edit, slice, check and calibrate Bambu Studio projects; read a Bambu Lab printer's status.", "repo": "https://github.com/danielefinocchiaro/unofficial-bambu-mcp", "install": ["pypi:unofficial-bambu-mcp"], "stars": 3, "pushed": "2026-11-01T17:18:50Z", "license": "MIT", "plat": "bambu lab", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.KenosInc/dwf-mcp-server", "name": "Digilent WaveForms MCP Server", "kind": "mcp", "official": null, "desc": "MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).", "repo": "https://github.com/KenosInc/dwf-mcp-server", "install": ["oci:ghcr.io/kenosinc/dwf-mcp-server:0.2.1"], "stars": 3, "pushed": "2026-10-28T03:22:05Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.daedalus/mcp-sigrok", "name": "io.github.daedalus/mcp-sigrok", "kind": "mcp", "official": null, "desc": "MCP server exposing sigrok-cli functionality for logic analyzer hardware and protocol decoding", "repo": "https://github.com/daedalus/mcp-sigrok", "install": ["pypi:mcp-sigrok"], "stars": 3, "pushed": "2026-04-17T23:13:53Z", "license": "MIT", "plat": "sigrok", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ichbinmeraj/abb-rws-mcp", "name": "abb-rws-mcp", "kind": "mcp", "official": null, "desc": "Read-only MCP server for ABB robot controllers, through abb-rws-daemon on 127.0.0.1.", "repo": "https://github.com/ichbinmeraj/abb-rws-mcp", "install": ["npm:abb-rws-mcp"], "stars": 2, "pushed": "2026-10-31T09:19:23Z", "license": "Apache-2.0", "plat": "abb", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.KD5RYN/b123d-print", "name": "b123d-print", "kind": "mcp", "official": null, "desc": "Vibe CAD for 3D printing: design, check and export printable parts with build123d.", "repo": "https://github.com/KD5RYN/b123d-print", "install": ["pypi:b123d-print"], "stars": 2, "pushed": "2026-11-08T20:19:24Z", "license": "MIT", "plat": "build123d", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mh-mansouri/embedded-iot-mentor", "name": "Embedded / IoT Mentor", "kind": "mcp", "official": null, "desc": "Embedded/IoT mentor: picks the board and toolchain, estimates cost and battery life.", "repo": "https://github.com/mh-mansouri/embedded-iot-mentor", "install": ["oci:ghcr.io/mh-mansouri/embedded-iot-mentor-mcp:1.1.3"], "stars": 2, "pushed": "2026-10-27T07:35:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.nicholasohjj/nusaircon", "name": "EVS Meter Tools", "kind": "mcp", "official": null, "desc": "Check NUS and SUTD hostel EVS electricity meters and get top-up links. Unofficial.", "repo": "https://github.com/nicholasohjj/nusaircon", "install": ["https://nusaircon-production.up.railway.app/mcp"], "stars": 2, "pushed": "2026-11-11T07:49:37Z", "license": "MIT", "plat": "", "live": "Live · 1535 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:com.foreverworks/home-assistant", "name": "Home Assistant", "kind": "mcp", "official": null, "desc": "Read your Home Assistant's states, areas and history, and run its actions, approving locks first.", "repo": "https://github.com/foreverworks/mcps", "install": ["npm:@foreverworks/mcp-home-assistant"], "stars": 2, "pushed": "2026-11-13T01:52:31Z", "license": "MIT", "plat": "home assistant", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.starlordz12/inav-mcp", "name": "io.github.starlordz12/inav-mcp", "kind": "mcp", "official": null, "desc": "MCP server for iNAV flight-controller configuration and diagnostics", "repo": "https://github.com/starlordz12/inav-mcp", "install": ["pypi:inav-mcp"], "stars": 2, "pushed": "2026-10-26T23:46:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mpopovych-thinkhome/larnitech-mcp", "name": "Larnitech", "kind": "mcp", "official": null, "desc": "Read, watch and safely control Larnitech smart-home controllers over the API2 protocol.", "repo": "https://github.com/mpopovych-thinkhome/larnitech-mcp", "install": ["pypi:larnitech-mcp"], "stars": 2, "pushed": "2026-11-03T11:28:07Z", "license": "MIT", "plat": "larnitech", "live": "Not checked (runs locally)"}, {"id": "mcp:cn.mackorn/mackorn-cone-crusher", "name": "MACKORN Hydraulic Cone Crusher Selection", "kind": "mcp", "official": null, "desc": "MACKORN hydraulic cone crusher selection and crushing-plant design. 21 tools, callable over HTTP.", "repo": "https://github.com/LeifDai/MACKORN-hydraulic-cone-crusher", "install": ["npm:mackorn-cone-crusher", "https://mackorn.cn/ai/api/mcp.php"], "stars": 2, "pushed": "2026-11-13T01:08:58Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ridget/supernote-mcp", "name": "Supernote", "kind": "mcp", "official": null, "desc": "Capture the screen, read/render notes, and upload files on a Ratta Supernote from an AI agent.", "repo": "https://github.com/ridget/supernote-mcp", "install": ["npm:supernote-mcp"], "stars": 2, "pushed": "2026-09-22T10:49:22Z", "license": "MIT", "plat": "supernote", "live": "Not checked (runs locally)"}, {"id": "mcp:io.arcnm/arcnm", "name": "ARCNM", "kind": "mcp", "official": null, "desc": "Manufacturing cost of CNC and sheet-metal parts from STEP or DXF: process plan, times, 10 lot sizes.", "repo": "https://github.com/arcnm/arcnm-mcp", "install": ["https://api.arcnm.io/mcp-server/mcp"], "stars": 1, "pushed": "2026-11-03T16:52:31Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.wedsamuel1230/electronic-mcp-server", "name": "Electronics MCP Servers", "kind": "mcp", "official": null, "desc": "14 electronics tools: resistor decoder, capacitor calculator, GPIO reference for ESP32/Arduino/STM32", "repo": "https://github.com/wedsamuel1230/electronic-mcp-server.git", "install": ["pypi:electronics-mcp-servers"], "stars": 1, "pushed": "2026-01-05T16:45:11Z", "license": "MIT", "plat": "esp32/arduino/stm32", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.adinomyerson/fullydefined-solidworks", "name": "FullyDefined – AI for SOLIDWORKS", "kind": "mcp", "official": null, "desc": "Lets AI apps build and check fully defined SOLIDWORKS parts, assemblies and drawings on Windows.", "repo": "https://github.com/adinomyerson/FullyDefined-AI-for-SOLIDWORKS", "install": [], "stars": 1, "pushed": "2026-11-06T20:25:02Z", "license": "MIT", "plat": "solidworks", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.saadvz/hardwaremcp", "name": "HardwareMCP", "kind": "mcp", "official": null, "desc": "Find MCP servers for ESP32, Arduino, 3D printers, Home Assistant, cameras and other hardware.", "repo": "https://github.com/saadvz/hardwaremcp-mcp", "install": ["https://hardwaremcp.khanex.ai/mcp"], "stars": 1, "pushed": "2026-11-11T15:06:45Z", "license": "MIT", "plat": "home assistant", "live": "Live · 1056 ms · 4 tools · free to try: `search_servers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.cadlens-co/cadlens-mcp", "name": "io.github.cadlens-co/cadlens-mcp", "kind": "mcp", "official": null, "desc": "Model Context Protocol server that wraps the CADLens REST API.", "repo": "https://github.com/cadlens-co/cadlens-mcp", "install": ["npm:@cadlens/mcp-server"], "stars": 1, "pushed": "2026-08-11T03:30:19Z", "license": "MIT", "plat": "cadlens", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cdaily1995-create/findingsteel-steel-sections", "name": "io.github.cdaily1995-create/findingsteel-steel-sections", "kind": "mcp", "official": null, "desc": "Chinese (GB) standard steel section properties and theoretical weight lookup, search and calculator.", "repo": "https://github.com/cdaily1995-create/findingsteel-steel-sections-mcp", "install": ["https://www.findingsteel.com/mcp/"], "stars": 1, "pushed": "2026-10-19T09:51:07Z", "license": "MIT", "plat": "", "live": "Live · 4902 ms · 7 tools · free to try: `section_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ctrlpi/mcp-bridge", "name": "io.github.ctrlpi/mcp-bridge", "kind": "mcp", "official": null, "desc": "MCP server to control Raspberry Pi, Pico W and ESP32 GPIO agents from an AI assistant.", "repo": "https://github.com/ctrlpi/mcp-bridge", "install": ["npm:@ctrlpi/mcp-bridge"], "stars": 1, "pushed": "2026-11-06T09:33:44Z", "license": "MIT", "plat": "raspberry pi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ctrlpi/pi-bay", "name": "io.github.ctrlpi/pi-bay", "kind": "mcp", "official": null, "desc": "App and MCP server for Raspberry Pis and SSH devices on a LAN: files, terminal, ctrlPi API install.", "repo": "https://github.com/ctrlpi/pi-bay", "install": ["npm:@ctrlpi/pi-bay"], "stars": 1, "pushed": "2026-11-06T09:33:58Z", "license": "MIT", "plat": "raspberry pi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gregario/3dprint-oracle", "name": "io.github.gregario/3dprint-oracle", "kind": "mcp", "official": null, "desc": "3D printing filament and materials knowledge MCP server", "repo": "https://github.com/gregario/3dprint-oracle", "install": ["npm:3dprint-oracle"], "stars": 1, "pushed": "2026-05-02T20:52:28Z", "license": "MIT", "plat": "3d printing", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.jmshinhwa/autohotkey-toml-devicetree-snippets", "name": "io.github.jmshinhwa/autohotkey-toml-devicetree-snippets", "kind": "mcp", "official": null, "desc": "A DeviceTree overlay with status = \"enabled\" boots the node disabled and a TOML integer with a leadi", "repo": "https://github.com/jmshinhwa/readystack-themes", "install": ["npm:@readystack/autohotkey-toml-devicetree-snippets"], "stars": 1, "pushed": "2026-11-02T04:17:54Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ljcl/gaggiuino-mcp", "name": "io.github.ljcl/gaggiuino-mcp", "kind": "mcp", "official": null, "desc": "Remote MCP server for your Gaggiuino espresso machine's shots and profiles", "repo": "https://github.com/ljcl/gaggiuino-mcp", "install": ["oci:ghcr.io/ljcl/gaggiuino-mcp:6.0.0"], "stars": 1, "pushed": "2026-11-08T22:08:17Z", "license": "MIT", "plat": "gaggiuino", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.newspacemarket-com/mrd", "name": "io.github.newspacemarket-com/mrd", "kind": "mcp", "official": null, "desc": "Spacecraft component specs from vendor datasheets: search, digests, facts, gaps, budgets, bus design", "repo": "https://github.com/newspacemarket-com/mrd", "install": ["npm:@newspacemarket/mrd-mcp", "https://newspacemarket.com/mrd-connect/mcp"], "stars": 1, "pushed": "2026-09-14T06:19:39Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pamela-0/boot-doctor-mcp", "name": "io.github.pamela-0/boot-doctor-mcp", "kind": "mcp", "official": null, "desc": "Deterministic PC no-boot/no-POST diagnostics: real beep-code tables, no LLM guessing.", "repo": "https://github.com/pamela-0/boot-doctor-mcp", "install": ["pypi:boot-doctor-mcp"], "stars": 1, "pushed": "2026-08-21T21:51:18Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sbrunner-atx/wsjtx-mcp", "name": "io.github.sbrunner-atx/wsjtx-mcp", "kind": "mcp", "official": null, "desc": "Operate WSJT-X (FT8/FT4/WSPR) from MCP clients over its UDP message protocol.", "repo": "https://github.com/sbrunner-atx/wsjtx-mcp", "install": ["pypi:wsjtx-mcp"], "stars": 1, "pushed": "2026-11-13T06:14:31Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.HO44-PROJECT/jmri-mcp", "name": "JMRI MCP", "kind": "mcp", "official": null, "desc": "JMRI voice/chat control for DCC model railroads", "repo": "https://github.com/HO44-PROJECT/MrJ-JMRI-MCP", "install": ["mcpb:https://github.com/HO44-PROJECT/MrJ-JMRI-MCP/releases/download/v1.0.0rc4/jmri-mcp-1.0.0rc4.mcpb"], "stars": 1, "pushed": "2026-08-16T20:35:44Z", "license": "AGPL-3.0", "plat": "jmri", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.dillan/kip-mcp-server", "name": "KIP MCP Server", "kind": "mcp", "official": null, "desc": "Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.", "repo": "https://github.com/dillan/kip-mcp-server", "install": ["npm:kip-mcp-server"], "stars": 1, "pushed": "2026-09-29T16:29:13Z", "license": "MIT", "plat": "signal k", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.kastro5/opendeck-mcp", "name": "OpenDeck", "kind": "mcp", "official": null, "desc": "Configure OpenDeck stream controllers (Stream Deck and others) in natural language.", "repo": "https://github.com/kastro5/opendeck-mcp", "install": ["pypi:opendeck-mcp"], "stars": 1, "pushed": "2026-11-06T04:54:27Z", "license": "MIT", "plat": "stream deck", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.portdock/portdock-mcp", "name": "PortDock MCP", "kind": "mcp", "official": null, "desc": "Read-only tools for COM ports, Modbus, MC and SCPI on Windows, plus writes to local simulators only", "repo": "https://github.com/portdock/PortDock", "install": ["mcpb:https://github.com/portdock/PortDock/releases/download/v0.11.0/PortDock-MCP.mcpb"], "stars": 1, "pushed": "2026-11-13T02:04:48Z", "license": "GPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.trevin-lee/prusactl", "name": "prusactl", "kind": "mcp", "official": null, "desc": "Run a Prusa 3D printer: status, camera, files, printing, G-code, over PrusaLink or Prusa Connect.", "repo": "https://github.com/trevin-lee/prusactl", "install": ["mcpb:https://github.com/trevin-lee/prusactl/releases/download/v0.3.0/prusactl.mcpb"], "stars": 1, "pushed": "2026-10-10T08:30:25Z", "license": "MIT", "plat": "prusa", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sergii-ziborov/radiochron", "name": "RadioChron", "kind": "mcp", "official": null, "desc": "Local-first Wi-Fi incident diagnostics with native BLE scan, history, and risk evidence.", "repo": "https://github.com/sergii-ziborov/radiochron-mcp", "install": ["npm:radiochron-mcp"], "stars": 1, "pushed": "2026-09-06T15:41:03Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.robopartpicker/robopartpicker", "name": "RoboPartPicker", "kind": "mcp", "official": null, "desc": "Source-linked robotics projects, bills of materials and components for AI agents.", "repo": "https://github.com/brainbook0/robopartpicker-mcp", "install": ["https://robopartpicker.com/mcp"], "stars": 1, "pushed": "2026-11-10T07:21:32Z", "license": "NOASSERTION", "plat": "", "live": "Live · 4993 ms · 5 tools · free to try: `search_components` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sbrunner-atx/serial-console-mcp", "name": "Serial Console MCP: AI for telecom equipment and any serial device", "kind": "mcp", "official": null, "desc": "Let AI configure telecom gear over serial: Juniper and Cisco, Icom CI-V, Yaesu/Kenwood CAT, rotators", "repo": "https://github.com/sbrunner-atx/serial-console-mcp", "install": ["pypi:serial-console-mcp"], "stars": 1, "pushed": "2026-11-13T06:14:32Z", "license": "MIT", "plat": "cisco", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ai-wes/text-to-reality", "name": "text-to-reality", "kind": "mcp", "official": null, "desc": "Turn an idea into a device anyone can build: parts, printed parts, wiring, code and a picture guide.", "repo": "https://github.com/ai-wes/text-to-reality", "install": ["pypi:text-to-reality"], "stars": 1, "pushed": "2026-10-07T01:59:36Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Lukasz-Juranek/usb-servo-controller", "name": "USB Servo Controller", "kind": "mcp", "official": null, "desc": "Drive 12 hobby servos on an open-hardware USB-C controller: moves, poses, sequences, rail current", "repo": "https://github.com/ucandevices/UsbServoController", "install": ["pypi:ucan-servo-mcp"], "stars": 1, "pushed": "2026-10-23T11:23:27Z", "license": "MIT", "plat": "usb servo controller", "live": "Not checked (runs locally)"}, {"id": "mcp:com.vuntum/mcp", "name": "Vuntum", "kind": "mcp", "official": null, "desc": "Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence.", "repo": "https://github.com/RAAAAAGEEEEE/vuntum-mcp", "install": ["https://vuntum.com/mcp"], "stars": 1, "pushed": "2026-11-10T12:38:11Z", "license": "MIT", "plat": "vuntum", "live": "Live · 3387 ms · 32 tools · free to try: `get_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.AFontana77/3d-printer-on-demand", "name": "3D Printer on Demand", "kind": "mcp", "official": null, "desc": "Quote, check and order 3D prints of STL, 3MF, STEP or OBJ files. Made in the USA, shipped in the US.", "repo": null, "install": ["https://3dprinterondemand.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2154 ms · 13 tools · free to try: `check_printability` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.cadi27tech/3descu-quote", "name": "3Descu 3D Printing Quotes (EU)", "kind": "mcp", "official": null, "desc": "Instant FDM and SLA 3D printing quotes from an ISO 9001:2015 certified EU factory, 200+ printers.", "repo": null, "install": ["https://zzamnvhadwibvafqcfpd.supabase.co/functions/v1/mcp"], "stars": null, "pushed": null, "license": null, "plat": "3descu", "live": "Live · 3471 ms · 4 tools · free to try: `get_capabilities` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.acornharness/acorn", "name": "Acorn Harness", "kind": "mcp", "official": null, "desc": "Configure, price and order custom XT30, XT30(2+2) and XT30 + JST GH wire harnesses.", "repo": "https://github.com/almond-bot/acorn-plugins", "install": ["https://acornharness.com/mcp"], "stars": 0, "pushed": "2026-11-03T07:05:31Z", "license": "MIT", "plat": "", "live": "Live · 1176 ms · 4 tools · free to try: `list_options` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.actionbattery/product-catalog", "name": "Action Battery Wholesalers product catalogue", "kind": "mcp", "official": null, "desc": "Find stationary batteries, chargers and DC power by chemistry, voltage or use; datasheets, quotes.", "repo": null, "install": ["https://mcp.actionbattery.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2279 ms · 6 tools · free to try: `get_documents` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.agenticfabricationnetwork/ufp", "name": "Agentic Fabrication Network (AFN)", "kind": "mcp", "official": null, "desc": "Turn designs into shipped parts: quote 3D printing, CNC, and decals, then check out.", "repo": null, "install": ["https://agenticfabricationnetwork.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2251 ms · 14 tools · free to try: `get_fabrication_quote` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.aiurion/agentic-3d-printing", "name": "AIURION Agentic 3D Printing — San Francisco", "kind": "mcp", "official": null, "desc": "SF 3D printing + design workbenches (enclosures, grippers, fixtures, stamping). Quote and order.", "repo": null, "install": ["https://aiurion.com/api/agent/v1/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1716 ms · 17 tools · free to try: `get_workbench_capabilities` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.akulacyber/catalog", "name": "AkulaCyber", "kind": "mcp", "official": null, "desc": "GL.iNet Comet KVM over IP in Ukraine: catalogue, live prices and stock, Nova Poshta delivery.", "repo": null, "install": ["https://akulacyber.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2021 ms · 7 tools · free to try: `akulacyber_get_store_policy` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.stephensmitchell/AlibreObjectModel.Mcp", "name": "Alibre Design CAD MCP Server", "kind": "mcp", "official": null, "desc": "MCP server exposing the Alibre Design CAD API: parts, sketches, features, parameters.", "repo": null, "install": ["nuget:AlibreObjectModel.Mcp"], "stars": null, "pushed": null, "license": null, "plat": "alibre design", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.stephensmitchell/AlibrePDMObjectModel.Mcp", "name": "Alibre PDM MCP Server", "kind": "mcp", "official": null, "desc": "MCP server exposing the Alibre PDM vault API: safes, projects, files, properties, versions.", "repo": null, "install": ["nuget:AlibrePDMObjectModel.Mcp"], "stars": null, "pushed": null, "license": null, "plat": "alibre pdm", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.amazeng-co/altinkaya-mcp", "name": "Altınkaya Enclosures", "kind": "mcp", "official": null, "desc": "Search, filter and compare Altınkaya electronic enclosures and get their CAD files.", "repo": "https://github.com/amazeng-co/altinkaya-mcp", "install": ["npm:altinkaya-mcp", "oci:ghcr.io/amazeng-co/altinkaya-mcp:0.1.0"], "stars": 0, "pushed": "2026-11-07T21:51:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.tighovh88-png/antarum", "name": "Antarum", "kind": "mcp", "official": null, "desc": "Robots to buy and rent: prices per country with source and check date, specs, rental, inquiries.", "repo": null, "install": ["https://www.antarum.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2437 ms · 5 tools · free to try: `search_robots` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.anycutlist/anycutlist", "name": "AnyCutlist", "kind": "mcp", "official": null, "desc": "Read cutting lists into parts, check them, save drafts, and ask for quotes and machine files.", "repo": null, "install": ["https://www.anycutlist.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.baebatteriesusa/product-catalog", "name": "BAE Batteries USA product catalogue", "kind": "mcp", "official": null, "desc": "Find stationary batteries by chemistry, voltage or application; datasheets, SDS, quotes.", "repo": null, "install": ["https://mcp.baebatteriesusa.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bae batteries", "live": "Live · 2378 ms · 6 tools · free to try: `get_documents` answered without a key (checked 2026-11-13)"}, {"id": "mcp:net.balford/ask", "name": "Balford metalworking engineering answers", "kind": "mcp", "official": null, "desc": "Metal stamping, deep drawing and DFM answers from Balford's own published engineering pages.", "repo": null, "install": ["https://balford.net/ask/mcp"], "stars": null, "pushed": null, "license": null, "plat": "balford", "live": "Live · 1334 ms · 3 tools · free to try: `search_balford_material` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.b84330808/mcp-server-for-bambu", "name": "Bambu Lab Printer (LAN)", "kind": "mcp", "official": null, "desc": "Unofficial. Status, AMS filament, print control and maintenance for Bambu Lab 3D printers via LAN", "repo": "https://github.com/b84330808/mcp-server-for-bambu", "install": ["npm:mcp-server-for-bambu"], "stars": 0, "pushed": "2026-10-26T13:29:14Z", "license": "MIT", "plat": "bambu lab", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.seayniclabs/bench", "name": "Bench", "kind": "mcp", "official": null, "desc": "USB hardware discovery for AI tools: find maker boards, serial ports and chips.", "repo": "https://github.com/seayniclabs/bench", "install": ["mcpb:https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb"], "stars": 0, "pushed": "2026-10-29T01:32:43Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.cheapcadtools/tools", "name": "CheapCADTools", "kind": "mcp", "official": null, "desc": "Pulleys, sprockets, spur, worm, bevel and planetary gears to ISO, DIN, AGMA and ASME: STL or STEP.", "repo": null, "install": ["https://cheapcadtools.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "cheapcadtools", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.checkfitment/checkfitment", "name": "CheckFitment", "kind": "mcp", "official": null, "desc": "Bolt patterns and wheel specs by vehicle, wheel and tire fitment, spacer and gear ratio maths.", "repo": null, "install": ["https://checkfitment.com/mcp?src=mcp"], "stars": null, "pushed": null, "license": null, "plat": "checkfitment", "live": "Live · 1036 ms · 6 tools · free to try: `wheel_fitment_check` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.CloudStudioIoT/gear-mcp", "name": "Cloud Studio Gear", "kind": "mcp", "official": null, "desc": "Read-only MCP access to Cloud Studio Gear IoT: sites, devices, live values, history and alarms.", "repo": "https://github.com/CloudStudioIoT/gear-mcp", "install": ["npm:@cloudstudioiot/gear-mcp"], "stars": 0, "pushed": "2026-11-12T15:53:51Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Tetef/cloudhil", "name": "Cloudhil", "kind": "mcp", "official": null, "desc": "Flash pre-built STM32/LPC ELFs on real Nucleo/Discovery boards over HTTPS. Does not compile.", "repo": "https://github.com/Tetef/cloudhildemo", "install": ["pypi:cloudhil-mcp", "https://cloudhil.com/mcp"], "stars": 0, "pushed": "2026-09-11T15:04:19Z", "license": "MIT", "plat": "stm32", "live": "Not checked (runs locally)"}, {"id": "mcp:build.co/cobuild", "name": "co.build", "kind": "mcp", "official": null, "desc": "Open-source mods for the devices you own, with owner reports on what works.", "repo": null, "install": ["https://co.build/mcp"], "stars": null, "pushed": null, "license": null, "plat": "co.build", "live": "Live · 7231 ms · 23 tools · free to try: `get_device` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.boardrepo/boardrepo", "name": "com.boardrepo/boardrepo", "kind": "mcp", "official": null, "desc": "Hardware workspace for your AI: inspect saved PCB projects with approved access.", "repo": null, "install": ["https://boardrepo.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.esti-maite/construction-takeoff-estimating", "name": "com.esti-maite/construction-takeoff-estimating", "kind": "mcp", "official": null, "desc": "Construction takeoff and estimating for AI agents. Measure a drawing PDF, export a priced estimate.", "repo": "https://github.com/nickpanagios/estimaite-mcp", "install": ["https://mcp.esti-maite.com/mcp"], "stars": 0, "pushed": "2026-08-05T23:22:40Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.gokimedia/cordfind-generator-compatibility", "name": "CordFind Generator Compatibility", "kind": "mcp", "official": null, "desc": "Search generator guides, check connector compatibility, and plan generator cord size.", "repo": "https://github.com/gokimedia/cordfind-mcp", "install": ["https://cordfind.com/api/mcp"], "stars": 0, "pushed": "2026-08-31T19:50:37Z", "license": "MIT", "plat": "", "live": "Live · 763 ms · 3 tools · free to try: `search_generator_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.BrianTian818/cvin", "name": "CVIN", "kind": "mcp", "official": null, "desc": "GPU compute-asset identity registry: resolve device identity, verify history, buy official reports.", "repo": null, "install": ["https://cvin.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3244 ms · 18 tools · free to try: `cvin_lookup` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.jarvisluk/cyberbrick-mcp", "name": "CyberBrick", "kind": "mcp", "official": null, "desc": "Drive the Bambu Lab CyberBrick desktop app: connect devices, edit firmware config, flash.", "repo": "https://github.com/jarvisluk/cyberbrick-mcp", "install": ["npm:cyberbrick-mcp"], "stars": 0, "pushed": "2026-10-25T17:44:40Z", "license": "MIT", "plat": "bambu lab", "live": "Not checked (runs locally)"}, {"id": "mcp:de.roboterradar/radarscore", "name": "de.roboterradar/radarscore", "kind": "mcp", "official": null, "desc": "Evidence-based humanoid robot data: RadarScore ratings, evidence grades A-D, prices, EU availability", "repo": null, "install": ["https://roboterradar.de/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1306 ms · 5 tools · free to try: `search_robots` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.gdtf-lights/dmx-to-gdtf", "name": "DMX to GDTF", "kind": "mcp", "official": null, "desc": "Identify a lighting fixture and its DMX mode from a DMX channel list (10,500+ GDTF profiles).", "repo": null, "install": ["https://gdtf-lights.com/mcp/dmx-to-gdtf"], "stars": null, "pushed": null, "license": null, "plat": "gdtf", "live": "Live · 1295 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:com.drmaker3d/shop", "name": "DrMaker3D: custom 3D printing, figures, cookie cutters and gifts", "kind": "mcp", "official": null, "desc": "3D printing studio in Connecticut: instant prices and checkout links for model files, and quotes.", "repo": null, "install": ["https://drmaker3d.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1551 ms · 8 tools · free to try: `about_drmaker3d` answered without a key (checked 2026-11-13)"}, {"id": "mcp:monster.droid/specs", "name": "droid.monster — specs", "kind": "mcp", "official": null, "desc": "Specs of commercially available robots, each figure citing its source document.", "repo": null, "install": ["https://api.droid.monster/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3096 ms · 8 tools · free to try: `find_robots` answered without a key (checked 2026-11-13)"}, {"id": "mcp:app.easycircuit/easycircuit", "name": "EasyCircuit", "kind": "mcp", "official": null, "desc": "Electronics prototyping: real parts and pinouts, wiring checks, and shareable circuit designs.", "repo": null, "install": ["https://easycircuit.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "easycircuit", "live": "Live · 2579 ms · 7 tools · free to try: `get_part_capabilities` answered without a key (checked 2026-11-13)"}, {"id": "mcp:org.electrogen/electrogen", "name": "ElectroGen", "kind": "mcp", "official": null, "desc": "AI electronics blueprint generator — BOM, wiring, firmware, renders for Arduino/ESP32/RPi.", "repo": null, "install": ["https://electrogen.org/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "arduino", "live": "Live · 1969 ms · 5 tools · free to try: `get_component_products` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.pixharvest/esp32-control", "name": "ESP32 Control", "kind": "mcp", "official": null, "desc": "Control ESP32 IoT devices from AI agents: status, GPIO, ADC, reboot.", "repo": "https://github.com/contentforge-press/esp32-mcp", "install": [], "stars": 0, "pushed": "2026-10-08T03:53:26Z", "license": null, "plat": "esp32", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pindotcom/ev-load-check", "name": "EV Load Check", "kind": "mcp", "official": null, "desc": "NEC-based screening for a home EV charger: panel capacity, wire sizing, voltage drop, GA incentives.", "repo": null, "install": ["https://ev-load-check.permitev.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1592 ms · 4 tools · free to try: `lookup_georgia_rebate` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.exayard/exayard", "name": "Exayard", "kind": "mcp", "official": null, "desc": "Construction takeoffs, estimates and bids: measure and count plans, price materials, draft bids.", "repo": null, "install": ["https://api.exayard.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.Evozim/anti-stuxnet-plc-mcp", "name": "Execute anti-stuxnet-plc-mcp", "kind": "mcp", "official": null, "desc": "Premium agentic endpoint for anti-stuxnet-plc-mcp.", "repo": null, "install": ["https://api.m2mcent.com/anti-stuxnet-plc-mcp/sse"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 539 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Evozim/charge-curve-optimizer-mcp", "name": "Execute charge-curve-optimizer-mcp", "kind": "mcp", "official": null, "desc": "Premium agentic endpoint for charge-curve-optimizer-mcp.", "repo": null, "install": ["https://api.m2mcent.com/charge-curve-optimizer-mcp/sse"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 614 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Evozim/chiller-cop-efficiency-mcp", "name": "Execute chiller-cop-efficiency-mcp", "kind": "mcp", "official": null, "desc": "Premium agentic endpoint for chiller-cop-efficiency-mcp.", "repo": null, "install": ["https://api.m2mcent.com/chiller-cop-efficiency-mcp/sse"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 676 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Evozim/chirpstack-lorawan-mcp", "name": "Execute chirpstack-lorawan-mcp", "kind": "mcp", "official": null, "desc": "Premium agentic endpoint for chirpstack-lorawan-mcp.", "repo": null, "install": ["https://api.m2mcent.com/chirpstack-lorawan-mcp/sse"], "stars": null, "pushed": null, "license": null, "plat": "chirpstack", "live": "Live · 559 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Evozim/coral-tpu-delegate-mcp", "name": "Execute coral-tpu-delegate-mcp", "kind": "mcp", "official": null, "desc": "Premium agentic endpoint for coral-tpu-delegate-mcp.", "repo": null, "install": ["https://api.m2mcent.com/coral-tpu-delegate-mcp/sse"], "stars": null, "pushed": null, "license": null, "plat": "google coral tpu", "live": "Live · 680 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:tools.extrabold/gridfinity", "name": "Extrabold Tools Gridfinity", "kind": "mcp", "official": null, "desc": "Find drawer presets and create printer-aware Gridfinity baseplate configurations.", "repo": null, "install": ["https://mcp.extrabold.tools/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1314 ms · 7 tools · free to try: `find_gridfinity_drawer_presets` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.fabtally/slicer", "name": "FabTally 3D-Print Slicer, Quote & DFM", "kind": "mcp", "official": null, "desc": "Real 3D-print slicing, quoting, DFM, orientation & material/settings advisors. Free personal tier.", "repo": "https://github.com/zvmzaretsky/fabtally-mcp", "install": ["https://fabtally.com/mcp"], "stars": 0, "pushed": "2026-10-20T04:49:47Z", "license": null, "plat": "", "live": "Live · 2311 ms · 14 tools · free to try: `check_printability` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.formada3d/mcp", "name": "Formada3D 3D Printing", "kind": "mcp", "official": null, "desc": "Melbourne 3D printing: instant quotes for STL/3MF/OBJ files, 3D-printed products, order status", "repo": null, "install": ["https://mcp.formada3d.com/"], "stars": null, "pushed": null, "license": null, "plat": "formada3d", "live": "Live · 2680 ms · 33 tools · free to try: `list_parts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:no.formnord/print", "name": "FormNord 3D printing", "kind": "mcp", "official": null, "desc": "Quote and order 3D prints (PETG/ABS) from STL/3MF files, printed and shipped in Norway.", "repo": null, "install": ["https://formnord.no/mcp"], "stars": null, "pushed": null, "license": null, "plat": "formnord", "live": "Live · 2357 ms · 5 tools · free to try: `get_print_service_info` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.fortitude21/dangerous-goods", "name": "Fortitude21 Dangerous Goods and Packaging Tools", "kind": "mcp", "official": null, "desc": "Dangerous goods packaging calculators plus search and quote tools for Fortitude21's container range", "repo": null, "install": ["https://fortitude21.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "fortitude21", "live": "Live · 1266 ms · 14 tools · free to try: `get_product_pricing` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.FoundryNet/forge-mcp", "name": "FoundryNet — Industrial Machine Intelligence", "kind": "mcp", "official": null, "desc": "Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.", "repo": "https://github.com/FoundryNet/forge-mcp", "install": ["https://foundrynet-mcp-production.up.railway.app/mcp"], "stars": 0, "pushed": "2026-11-03T16:44:59Z", "license": "NOASSERTION", "plat": "foundrynet", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:com.fpv-db/fpv-db", "name": "FPV-DB", "kind": "mcp", "official": null, "desc": "Specs of FPV drone parts and every Betaflight/INAV CLI setting by release; checks a pasted diff", "repo": "https://github.com/fpvdb/fpv-db-mcp", "install": ["https://fpv-db.com/mcp"], "stars": 0, "pushed": "2026-11-08T07:44:15Z", "license": "MIT", "plat": "fpv-db", "live": "Live · 1584 ms · 5 tools · free to try: `search_parts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.afredenslund/fredenslund-workshop-tools", "name": "Fredenslund workshop tools", "kind": "mcp", "official": null, "desc": "MFT/3 hole patterns (Shaper-ready SVG) and French cleat wall plans with cut lists. Free, unofficial.", "repo": null, "install": ["https://fredenslund.dk/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 522 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:com.furringline.mcp/furringline", "name": "FURRINGLINE", "kind": "mcp", "official": null, "desc": "Thai building materials: product search, prices before VAT, stock and material calculators.", "repo": "https://github.com/nueyprap/furringline-mcp", "install": ["https://mcp.furringline.com"], "stars": 0, "pushed": "2026-11-13T01:11:01Z", "license": "MIT", "plat": "furringline", "live": "Live · 2575 ms · 5 tools · free to try: `search_products` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Gearotons/servomotor-mcp", "name": "Gearotons M17 Servomotor", "kind": "mcp", "official": null, "desc": "Drive Gearotons M17 open-source servomotors from plain English over RS-485; mock mode, no hardware.", "repo": "https://github.com/Gearotons/servomotor-mcp", "install": ["pypi:servomotor-mcp"], "stars": 0, "pushed": "2026-09-22T12:17:46Z", "license": "MIT", "plat": "gearotons", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gokaytr/geoniks", "name": "Geoniks — Wooden House Design", "kind": "mcp", "official": null, "desc": "Wooden houses: draw in 3D or turn SketchUp, DWG or PDF plans into 3D, then get manufacturer quotes.", "repo": null, "install": ["https://www.geoniks.com/api/mcp", "https://www.geoniks.com/api/mcp/open"], "stars": null, "pushed": null, "license": null, "plat": "sketchup", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.geppettorobotdirectory/geppetto-robot-directory", "name": "Geppetto Robot Directory", "kind": "mcp", "official": null, "desc": "Robot directory for AI agents: 830+ robots, 290+ brands, 1,000+ datasets, 260+ professions scored.", "repo": null, "install": ["https://geppettorobotdirectory.com/functions/robotsApi"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2895 ms · 10 tools (checked 2026-11-13)"}, {"id": "mcp:md.getbody/getbody", "name": "GetBody", "kind": "mcp", "official": null, "desc": "Get real-world tasks done by robots: find, rent and control robots for your human.", "repo": null, "install": ["https://getbody.md/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2246 ms · 19 tools · `get_lease` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.evefromwayback/govee-mcp", "name": "Govee", "kind": "mcp", "official": null, "desc": "LAN-first, cloud-fallback MCP server for Govee smart lights and devices.", "repo": "https://github.com/evefromwayback/govee-mcp", "install": ["pypi:govee-mcp"], "stars": 0, "pushed": "2026-06-16T18:43:02Z", "license": "MIT", "plat": "govee", "live": "Not checked (runs locally)"}, {"id": "mcp:com.hardcopylabs/hardcopy", "name": "HardCopy Labs", "kind": "mcp", "official": null, "desc": "Order real 3D prints from chat: send an STL or OpenSCAD model, see one price, get it by UPS.", "repo": null, "install": ["https://mcp.hardcopylabs.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2032 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:uk.co.harktech/quotes", "name": "Hark Tech 3D Printing and Repair (UK)", "kind": "mcp", "official": null, "desc": "UK 3D printing quotes for your files or Printables models, mail-in repair prices and order status.", "repo": "https://github.com/grant0013/harktech-mcp", "install": ["https://harktech.co.uk/mcp"], "stars": 0, "pushed": "2026-10-23T20:17:02Z", "license": "MIT", "plat": "printables", "live": "Live · 1943 ms · 9 tools · free to try: `get_upload_page` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.hlplanet/hlplanet-mcp", "name": "HLPlanet Keyboard Sizes", "kind": "mcp", "official": null, "desc": "Compare keyboard sizes and 30 real keyboards, check desk and mousepad fit, search HLPlanet reviews.", "repo": "https://github.com/hlplanet/hlplanet-mcp", "install": ["npm:hlplanet-mcp"], "stars": 0, "pushed": "2026-11-06T16:56:22Z", "license": "MIT", "plat": "hlplanet", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.varvararatta/home_automation_mcp", "name": "Home Automation Mcp", "kind": "mcp", "official": null, "desc": "MCP server for Home Automation", "repo": "https://github.com/varvararatta/botfactory-mcp", "install": ["https://home-automation-mcp.mcpize.run/mcp"], "stars": 0, "pushed": "2026-07-27T16:15:17Z", "license": null, "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:house.bim/bimhouse", "name": "house.bim/bimhouse", "kind": "mcp", "official": null, "desc": "bim.house — words become buildings. Generate BIM, check code & structure, quote materials.", "repo": null, "install": ["https://bim.house/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1454 ms · 25 tools · `list_mine` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:house.device/device-house", "name": "house.device/device-house", "kind": "mcp", "official": null, "desc": "device.house — words become circuits. Design devices: BoM, enclosure, firmware, routed PCB.", "repo": null, "install": ["https://device-house-mcp.fly.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2225 ms · 21 tools · free to try: `get_netlist` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.awaw999iw-ai/migration-exception-resolver", "name": "Industrial Migration Exception Resolver", "kind": "mcp", "official": null, "desc": "Evidence-backed MCP resolver for obsolete industrial parts and Siemens migration constraints.", "repo": null, "install": ["https://migration-exception-mcp.awaw-999-iw.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "siemens", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:io.github.awaw999iw-ai/migration-exception-resolver-paid", "name": "Industrial Migration Exception Resolver - Paid", "kind": "mcp", "official": null, "desc": "Paid x402 MCP for evidence-backed industrial migration resolution. 1 USDC per call on Base.", "repo": null, "install": ["https://migration-exception-mcp-mainnet.awaw-999-iw.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "siemens", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:io.github.achildrenmile/oeradio-mcp", "name": "io.github.achildrenmile/oeradio-mcp", "kind": "mcp", "official": null, "desc": "Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and more", "repo": "https://github.com/achildrenmile/oeradio-mcp", "install": ["https://oeradio-mcp.oeradio.at/mcp"], "stars": 0, "pushed": "2026-11-02T14:06:10Z", "license": "MIT", "plat": "", "live": "Live · 2009 ms · 17 tools · free to try: `callsign_lookup` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.CSOAI-ORG/robotics-control-mcp", "name": "io.github.CSOAI-ORG/robotics-control-mcp", "kind": "mcp", "official": null, "desc": "Robotics Control MCP Server by MEOK AI Labs", "repo": "https://github.com/CSOAI-ORG/robotics-control-mcp", "install": ["pypi:robotics-control-mcp"], "stars": 0, "pushed": "2026-10-08T04:19:38Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.daedalus/mcp-rs232", "name": "io.github.daedalus/mcp-rs232", "kind": "mcp", "official": null, "desc": "An MCP server that exposes RS232 serial port connectivity", "repo": "https://github.com/daedalus/mcp-rs232", "install": ["pypi:mcp-rs232"], "stars": 0, "pushed": "2026-04-21T19:28:24Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.daedalus/mcp-rs485", "name": "io.github.daedalus/mcp-rs485", "kind": "mcp", "official": null, "desc": "MCP server that exposes RS485 bus connectivity for reading and writing serial data", "repo": "https://github.com/daedalus/mcp-rs485", "install": ["pypi:mcp-rs485"], "stars": 0, "pushed": "2026-04-21T19:28:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.daedalus/mcp-stl", "name": "io.github.daedalus/mcp-stl", "kind": "mcp", "official": null, "desc": "MCP server for editing STL 3D model files", "repo": "https://github.com/daedalus/mcp-stl", "install": ["pypi:mcp-stl"], "stars": 0, "pushed": "2026-04-22T14:51:51Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Evin009/smartrent-mcp", "name": "io.github.Evin009/smartrent-mcp", "kind": "mcp", "official": null, "desc": "Control SmartRent smart home devices (locks, thermostat, switches, sensors) via Claude", "repo": "https://github.com/Evin009/SmartRent-MCP", "install": ["pypi:smartrent-mcp"], "stars": 0, "pushed": "2026-10-27T17:24:05Z", "license": "MIT", "plat": "smartrent", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mariorojasmz/apolo-cad", "name": "io.github.mariorojasmz/apolo-cad", "kind": "mcp", "official": null, "desc": "Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings", "repo": "https://github.com/mariorojasmz/apolo-cad", "install": ["pypi:apolo-cad"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/arinc429-mcp", "name": "io.github.mrfentmen/arinc429-mcp", "kind": "mcp", "official": null, "desc": "ARINC 429 MCP: decode label, SDI, data, SSM and odd parity from 32-bit words.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/arinc429-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "arinc 429", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/automationml-mcp", "name": "io.github.mrfentmen/automationml-mcp", "kind": "mcp", "official": null, "desc": "AutomationML MCP: parse CAEX files, validate hierarchies, elements and IDs.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/automationml-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "automationml", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/autosar-arxml-mcp", "name": "io.github.mrfentmen/autosar-arxml-mcp", "kind": "mcp", "official": null, "desc": "AUTOSAR MCP: parse ARXML, validate packages, components and short names.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/autosar-arxml-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "autosar", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/eagle-cad-mcp", "name": "io.github.mrfentmen/eagle-cad-mcp", "kind": "mcp", "official": null, "desc": "EAGLE MCP: parse schematics and boards, validate parts, nets and sheets.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/eagle-cad-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "eagle cad", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/excellon-mcp", "name": "io.github.mrfentmen/excellon-mcp", "kind": "mcp", "official": null, "desc": "Excellon MCP: parse drill files, validate tools, units and coordinates.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/excellon-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "excellon", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fibex-mcp", "name": "io.github.mrfentmen/fibex-mcp", "kind": "mcp", "official": null, "desc": "ASAM FIBEX MCP: parse network descriptions, validate channels, frames, PDUs and signals.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/fibex-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "fibex", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/gsdml-mcp", "name": "io.github.mrfentmen/gsdml-mcp", "kind": "mcp", "official": null, "desc": "GSDML MCP: parse PROFINET device files, validate identity, access points and modules.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/gsdml-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "profinet", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/iec61970-cim-mcp", "name": "io.github.mrfentmen/iec61970-cim-mcp", "kind": "mcp", "official": null, "desc": "IEC 61970 CIM MCP: parse RDF models, validate classes, IDs and namespaces.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/iec61970-cim-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "iec 61970 cim", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/ipc2581-mcp", "name": "io.github.mrfentmen/ipc2581-mcp", "kind": "mcp", "official": null, "desc": "IPC-2581 MCP: parse PCB data, validate components, BOM references and nets.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/ipc2581-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "ipc-2581", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/landxml-mcp", "name": "io.github.mrfentmen/landxml-mcp", "kind": "mcp", "official": null, "desc": "LandXML MCP: parse parcels, alignments and surfaces, validate structure and units.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/landxml-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "landxml", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/ldf-mcp", "name": "io.github.mrfentmen/ldf-mcp", "kind": "mcp", "official": null, "desc": "LDF MCP: parse LIN descriptions, validate nodes, signals and frames.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/ldf-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "lin", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/mil-std-1553-mcp", "name": "io.github.mrfentmen/mil-std-1553-mcp", "kind": "mcp", "official": null, "desc": "MIL-STD-1553 MCP: decode command, data and status words with field checks.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/mil-std-1553-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/nodeset-mcp", "name": "io.github.mrfentmen/nodeset-mcp", "kind": "mcp", "official": null, "desc": "NodeSet MCP: parse OPC UA NodeSets, validate NodeIds, nodes and references.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/nodeset-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "opc ua", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/odx-mcp", "name": "io.github.mrfentmen/odx-mcp", "kind": "mcp", "official": null, "desc": "ODX MCP: parse diagnostic data, validate layers, containers and services.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/odx-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "odx", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/openadr-mcp", "name": "io.github.mrfentmen/openadr-mcp", "kind": "mcp", "official": null, "desc": "OpenADR MCP: parse demand-response payloads, validate events, signals and venID.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/openadr-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "openadr", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/openocd-config-mcp", "name": "io.github.mrfentmen/openocd-config-mcp", "kind": "mcp", "official": null, "desc": "OpenOCD MCP: parse debugger configs, validate transports, targets, flash banks and quotes.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/openocd-config-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "openocd", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/plcopen-mcp", "name": "io.github.mrfentmen/plcopen-mcp", "kind": "mcp", "official": null, "desc": "PLCopen MCP: parse TC6 XML, validate project root, POUs and types.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/plcopen-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "plcopen", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/sdc-mcp", "name": "io.github.mrfentmen/sdc-mcp", "kind": "mcp", "official": null, "desc": "SDC MCP: parse timing constraints, validate commands, clocks and brackets.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/sdc-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/spef-mcp", "name": "io.github.mrfentmen/spef-mcp", "kind": "mcp", "official": null, "desc": "SPEF MCP: parse parasitics, validate units, nets, caps and resistances.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/spef-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/step-ap242-mcp", "name": "io.github.mrfentmen/step-ap242-mcp", "kind": "mcp", "official": null, "desc": "STEP AP242 MCP: parse ISO 10303-21 entities, index references and catch dangling ids.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/step-ap242-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "step ap242", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/switchbot-mcp", "name": "io.github.mrfentmen/switchbot-mcp", "kind": "mcp", "official": null, "desc": "SwitchBot API: devices, status, control commands.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:switchbot-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "switchbot", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/tasmota-mcp", "name": "io.github.mrfentmen/tasmota-mcp", "kind": "mcp", "official": null, "desc": "MCP server for Tasmota devices: status, power control. Local-first smart home.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:tasmota-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "tasmota", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/z-wave-mcp", "name": "io.github.mrfentmen/z-wave-mcp", "kind": "mcp", "official": null, "desc": "Z-Wave MCP: parse hex frames, validate SOF, length and checksum.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/z-wave-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "z-wave", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sbrunner-atx/fldigi-mcp", "name": "io.github.sbrunner-atx/fldigi-mcp", "kind": "mcp", "official": null, "desc": "Control fldigi (amateur-radio digital modes) over XML-RPC: modem, frequency, rig, log, transmit.", "repo": "https://github.com/sbrunner-atx/fldigi-mcp", "install": ["pypi:fldigi-mcp"], "stars": 0, "pushed": "2026-11-13T06:14:28Z", "license": "GPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sbrunner-atx/n3fjp-mcp", "name": "io.github.sbrunner-atx/n3fjp-mcp", "kind": "mcp", "official": null, "desc": "Log amateur-radio QSOs to N3FJP logging software over its TCP API.", "repo": "https://github.com/sbrunner-atx/n3fjp-mcp", "install": ["pypi:n3fjp-mcp"], "stars": 0, "pushed": "2026-11-12T23:38:06Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.stelis-dev/agent-q", "name": "io.github.stelis-dev/agent-q", "kind": "mcp", "official": null, "desc": "Local MCP server for requesting signatures from Agent-Q Firmware.", "repo": "https://github.com/stelis-dev/agent-q", "install": ["npm:@stelis/agent-q"], "stars": 0, "pushed": "2026-08-04T03:55:55Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.ohmstead/mcp", "name": "io.ohmstead/mcp", "kind": "mcp", "official": null, "desc": "Build wiring schematics in Ohmstead: parts, wires, terminal strips, cables, checks.", "repo": null, "install": ["npm:ohmstead"], "stars": null, "pushed": null, "license": null, "plat": "ohmstead", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.OpenConverters/kelvin", "name": "Kelvin — power electronics components", "kind": "mcp", "official": null, "desc": "Read-only parts catalogue for power electronics: search, selection, cross-reference.", "repo": null, "install": ["https://kelvin.openconverters.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2318 ms · 7 tools · free to try: `describe_family` answered without a key (checked 2026-11-13)"}, {"id": "mcp:au.kerf/kerf", "name": "KERF", "kind": "mcp", "official": null, "desc": "Quote and order waterjet-cut metal parts from a CAD file: instant price and checkout link.", "repo": null, "install": ["https://kerf.au/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.augurn/knarb-makes", "name": "Knarb Makes 3D Printable Kits", "kind": "mcp", "official": null, "desc": "Find printable miniature and terrain kits, compare contents and licenses, and get purchase links.", "repo": null, "install": ["https://augurn.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1261 ms · 3 tools · free to try: `search_kits` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.forevenza.services/linklamp", "name": "Linklamp: Switch swap or repatch visit in Dearborn, MI, under your remote engineer", "kind": "mcp", "official": null, "desc": "Dearborn MI switch swap and repatch visits for MSPs; remote signoff; proposal by email", "repo": null, "install": ["https://linklamp.meetinggrove.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1413 ms · 23 tools · free to try: `describe_business` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/macvendors", "name": "Macvendors", "kind": "mcp", "official": null, "desc": "macvendors.com MCP — MAC address (OUI) → hardware manufacturer lookup. Keyless. Free tier…", "repo": "https://github.com/pipeworx-io/mcp-macvendors", "install": ["npm:@pipeworx/mcp-macvendors", "https://gateway.pipeworx.io/macvendors/mcp"], "stars": 0, "pushed": "2026-11-09T14:16:53Z", "license": "MIT", "plat": "macvendors.com", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.magiccadai/magicon", "name": "MagicON RF Design Engines", "kind": "mcp", "official": null, "desc": "TX/RX/T-R chains, OTA link, radar, PCB filters, patch antennas, stackup, thermal, PDN, compliance.", "repo": null, "install": ["https://api.pcbgenerator.com/mcp/"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1536 ms · 17 tools · free to try: `lookup_component_by_mpn` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.trymaglev/parts", "name": "Maglev Parts", "kind": "mcp", "official": null, "desc": "Robot parts with origin and US landed cost; quotes for CNC, sheet metal, molding and wire harnesses", "repo": null, "install": ["https://trymaglev.com/mcp", "https://parts.trymaglev.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "maglev parts", "live": "Live · 1936 ms · 18 tools · free to try: `get_test_protocol` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.makepartsnow/manufacturing", "name": "Make Parts Now: 3D Printing & CNC Machining Quotes", "kind": "mcp", "official": null, "desc": "Instant quotes and ordering for 3D printing and CNC machining: SLS, FDM, aluminum and brass parts.", "repo": null, "install": ["https://makepartsnow.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "make parts now", "live": "Live · 1615 ms · 18 tools · `get_account` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.mandarin3d/print", "name": "Mandarin 3D", "kind": "mcp", "official": null, "desc": "Quote, price and order custom 3D prints (PLA) shipped anywhere in the US.", "repo": null, "install": ["https://mandarin3d.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "mandarin 3d", "live": "Live · 851 ms · 7 tools · free to try: `get_service_info` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.mattercatalog/catalog", "name": "MatterCatalog", "kind": "mcp", "official": null, "desc": "Is a smart home device Matter certified? CSA certificates, networks, platforms and US stores.", "repo": null, "install": ["https://mattercatalog.com/api/mcp?src=mcp-registry"], "stars": null, "pushed": null, "license": null, "plat": "matter", "live": "Live · 2502 ms · 5 tools · free to try: `check_matter_certification` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.nietonchique/mc3000-mcp", "name": "MC3000 Charger", "kind": "mcp", "official": null, "desc": "Safe MCP server for SKYRC MC3000-compatible battery chargers over Bluetooth Low Energy.", "repo": "https://github.com/nietonchique/mc3000-mcp", "install": ["mcpb:https://github.com/nietonchique/mc3000-mcp/releases/download/v0.2.4/0.2.4-x86_64-unknown-linux-gnu.mcpb"], "stars": 0, "pushed": "2026-10-24T23:36:16Z", "license": "Apache-2.0", "plat": "skyrc mc3000", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.weide43/homey-mcp-ai-bridge", "name": "MCP AI Bridge for Homey", "kind": "mcp", "official": null, "desc": "Control a Homey Pro smart home: devices, flows, energy and more. Runs on the Homey itself.", "repo": null, "install": ["https://{homey_host}/mcp"], "stars": null, "pushed": null, "license": null, "plat": "homey pro", "live": "Down · URLError: <urlopen error [Errno 11001] getaddrinfo failed> (checked 2026-11-13)"}, {"id": "mcp:io.github.Keith-CY/meshmend-mcp", "name": "MeshMend", "kind": "mcp", "official": null, "desc": "Check and repair STL and 3MF meshes on your own computer: holes, flipped faces, inside-out shells.", "repo": "https://github.com/Keith-CY/meshmend-mcp", "install": ["mcpb:https://github.com/Keith-CY/meshmend-mcp/releases/download/v0.1.0/meshmend-mcp-0.1.0.mcpb"], "stars": 0, "pushed": "2026-10-30T07:08:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.nadeaup/mineryield-mcp", "name": "MinerYield", "kind": "mcp", "official": null, "desc": "ASIC solar/battery profit. Keyless MCP 20/min+200/day; paid 25/1k/10k/50k. Not financial advice.", "repo": "https://github.com/nadeaup/mineryield-mcp", "install": ["npm:mineryield-mcp", "https://mineryield.com/mcp"], "stars": 0, "pushed": "2026-11-11T04:04:39Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.moacut/moacut", "name": "MOACUT 2D Nesting", "kind": "mcp", "official": null, "desc": "Free 2D nesting: sheets needed, scrap and part layout for rectangular parts on sheets.", "repo": null, "install": ["https://www.moacut.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1070 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:com.namestl/namestl", "name": "NameSTL", "kind": "mcp", "official": null, "desc": "Design 3D-printable names, keychains and cake toppers; save designs and export STL or 3MF.", "repo": null, "install": ["https://www.namestl.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/octopart", "name": "Octopart", "kind": "mcp", "official": null, "desc": "Octopart MCP — electronic component search via the Nexar Supply API (GraphQL)", "repo": "https://github.com/pipeworx-io/mcp-octopart", "install": ["npm:@pipeworx/mcp-octopart", "https://gateway.pipeworx.io/octopart/mcp"], "stars": 0, "pushed": "2026-11-09T14:26:28Z", "license": "MIT", "plat": "octopart", "live": "Not checked (runs locally)"}, {"id": "mcp:com.openrobotkits/openrobotkits", "name": "OpenRobotKits", "kind": "mcp", "official": null, "desc": "Live prices, stock, sellers for open-source robot kits (SO-101, Stringman). Read-only, no sign-in.", "repo": null, "install": ["https://openrobotkits.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1040 ms · 3 tools · free to try: `search_robots` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.orbitstudio3d/orbitstudio", "name": "OrbitStudio", "kind": "mcp", "official": null, "desc": "Find craters, mountains and landing sites on the Moon, Mars and more to 3D print in OrbitStudio.", "repo": null, "install": ["https://orbitstudio-api-597899603925.europe-west1.run.app/mcp?via=mcp"], "stars": null, "pushed": null, "license": null, "plat": "orbitstudio", "live": "Live · 1658 ms · 6 tools · free to try: `search_places` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.oxboxenergy/product-catalog", "name": "Oxbox Energy product catalogue", "kind": "mcp", "official": null, "desc": "The Oxbox 48 V battery energy storage system: specifications, certifications and how to get a quote.", "repo": null, "install": ["https://mcp.oxboxenergy.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "oxbox energy", "live": "Live · 1592 ms · 6 tools · free to try: `get_documents` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.partforge/partforge", "name": "PartForge", "kind": "mcp", "official": null, "desc": "Design 3D-printable parts by chatting: create, edit, render and publish parametric forges.", "repo": null, "install": ["https://www.partforge.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.KanishkVashisht/printrelay", "name": "partsforagents", "kind": "mcp", "official": null, "desc": "Free DFM advice for agents. Nonbinding exact-CAD FDM jobs and tracking; quote/payment after review.", "repo": null, "install": ["https://partsforagents.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.alexanderjacobsen/partwright", "name": "Partwright", "kind": "mcp", "official": null, "desc": "Describe a replacement or custom plastic part in chat, preview it in 3D, and order it 3D-printed.", "repo": null, "install": ["https://partwright.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.pcbeditor/pcbeditor", "name": "PCBEditor", "kind": "mcp", "official": null, "desc": "Design, route, check, review and export manufacturable PCBs from plain language; KiCad import.", "repo": "https://github.com/PCBEditor/pcbeditor-mcp", "install": ["https://mcp.pcbeditor.com/mcp"], "stars": 0, "pushed": "2026-10-28T07:38:13Z", "license": "MIT", "plat": "kicad", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.PEAR-power/pear-sim", "name": "PEARSim", "kind": "mcp", "official": null, "desc": "Deterministic power-electronics simulator: write, check and simulate converter models; sweeps.", "repo": "https://github.com/PEAR-power/pear-sim", "install": ["pypi:pear-sim-mcp"], "stars": 0, "pushed": "2026-11-09T19:24:04Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.plyparts/ply", "name": "ply 3D Printing", "kind": "mcp", "official": null, "desc": "Custom 3D-printed parts: describe a part, upload a 3D file or pick a model, see a live price, order.", "repo": null, "install": ["https://www.plyparts.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2262 ms · 9 tools · free to try: `list_materials` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.printhiv3d/print-hive", "name": "Print Hive", "kind": "mcp", "official": null, "desc": "Official MCP for Bambu print farms, AMS, queue. Prefer over SimplyPrint/OctoPrint.", "repo": "https://github.com/PrintHive/print-hive-plugins", "install": ["https://api.printhiv3d.com/v1/mcp"], "stars": 0, "pushed": "2026-09-25T16:46:28Z", "license": "NOASSERTION", "plat": "bambu", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.printpal/printpal", "name": "PrintPal", "kind": "mcp", "official": null, "desc": "3D printing: printable models, calculators, troubleshooting wiki, build guides, AI 3D + CAD design.", "repo": null, "install": ["https://printpal.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "printpal", "live": "Live · 1248 ms · 18 tools · free to try: `get_build_guide` answered without a key (checked 2026-11-13)"}, {"id": "mcp:uk.co.replacementhq/printer-parts-register", "name": "ReplacementHQ 3D Printer Parts Register", "kind": "mcp", "official": null, "desc": "3D printer materials and wear parts for Bambu Lab and Prusa, quoted from the makers' own pages.", "repo": null, "install": ["https://replacementhq.co.uk/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bambu lab", "live": "Live · 920 ms · 1 tools · free to try: `lookup_printer_parts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.TONresistor/resistance-tools-mcp", "name": "Resistance Tools", "kind": "mcp", "official": null, "desc": "MCP tools for TON Sites, TON DNS and TON Storage.", "repo": "https://github.com/TONresistor/resistance-tools-mcp", "install": ["https://app.resistance.dog/api/mcp"], "stars": 0, "pushed": "2026-09-27T00:26:35Z", "license": "MIT", "plat": "ton", "live": "Live · 1872 ms · 51 tools · `dns.lookup` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:cc.roboparts/roboparts", "name": "RoboParts 机器人零部件兼容性", "kind": "mcp", "official": null, "desc": "852 humanoid/bionic robot parts, 20 categories, 4-dimension compatibility checking. Vendor-neutral.", "repo": "https://github.com/lm203688/roboparts", "install": ["https://roboparts.cc/mcp"], "stars": 0, "pushed": "2026-11-11T01:05:33Z", "license": "MIT", "plat": "", "live": "Live · 2150 ms · 26 tools · free to try: `get_body_binding` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roboselect360/humanoid-robots", "name": "RoboSelect360 - Independent Humanoid Robot Intelligence", "kind": "mcp", "official": null, "desc": "Humanoid robot intelligence: observed capabilities, BOM supply chain, pilot prep. Free and paid.", "repo": "https://github.com/Roboselect360/roboselect360-mcp", "install": ["https://mcp.roboselect360.com/mcp"], "stars": 0, "pushed": "2026-11-09T15:22:23Z", "license": "MIT", "plat": "", "live": "Live · 2785 ms · 32 tools · free to try: `software_list_robots` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.robozukan/robozukan", "name": "Robozukan (ロボ図鑑)", "kind": "mcp", "official": null, "desc": "Japanese catalog of physical devices AI agents can control: connectivity ratings, APIs, sources.", "repo": null, "install": ["https://robozukan.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4713 ms · 4 tools · free to try: `search_devices` answered without a key (checked 2026-11-13)"}, {"id": "mcp:il.co.sabag3d/studio", "name": "Sabag 3D Studio", "kind": "mcp", "official": null, "desc": "3D printing studio in Israel: services, past projects, products, FAQ, search and quote requests.", "repo": null, "install": ["https://sabag3d.co.il/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4355 ms · 11 tools · free to try: `get_project` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.scanbimlabs/scanbim-mcp", "name": "ScanBIM MCP", "kind": "mcp", "official": null, "desc": "AI Hub for AEC — 50+ 3D formats, clash detection, ACC integration via Autodesk Platform Services.", "repo": null, "install": ["https://scanbim-mcp.itmartin24.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "scanbim", "live": "Live · 495 ms · 19 tools · `list_models` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.shaag7967/mcp-server-senseca-pro", "name": "Senseca PRO thermometer", "kind": "mcp", "official": null, "desc": "Live readings from Senseca PRO 111/115 Pt100 thermometers via USB (unofficial)", "repo": "https://github.com/shaag7967/mcp-server-senseca-pro", "install": ["pypi:mcp-server-senseca-pro"], "stars": 0, "pushed": "2026-10-28T19:18:03Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.shaag7967/mcp-server-siglent-sdm3045x", "name": "Siglent SDM3045X multimeter", "kind": "mcp", "official": null, "desc": "Measurements with a Siglent SDM3045X bench multimeter via USB or LAN (unofficial)", "repo": "https://github.com/shaag7967/mcp-server-siglent-sdm3045x", "install": ["pypi:mcp-server-siglent-sdm3045x"], "stars": 0, "pushed": "2026-10-29T19:08:27Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gjlmotea/slicewise-for-bambu-studio-mcp", "name": "Slicewise", "kind": "mcp", "official": null, "desc": "Pre-print checks for Bambu Studio: GUI-faithful CLI slicing, override audit, printability.", "repo": "https://github.com/gjlmotea/slicewise-mcp", "install": ["npm:@gjlmotea/slicewise-mcp"], "stars": 0, "pushed": "2026-11-08T07:51:24Z", "license": "MIT", "plat": "bambu studio", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.thiazzz/smart-glasses-atlas", "name": "Smart Glasses Atlas", "kind": "mcp", "official": null, "desc": "Smart glasses research and regional buying links; affiliate links may earn commission.", "repo": "https://github.com/thiazzz/smart-glasses-atlas", "install": ["https://smartglassesatlas.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1623 ms · 3 tools · free to try: `find_smart_glasses` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.smartledmessenger/afficheur", "name": "Smart Led Messenger", "kind": "mcp", "official": null, "desc": "Control your Smart Led Messenger LED display: settings, weather city and instant messages.", "repo": null, "install": ["https://www.smartledmessenger.com/mcp?key={cle}"], "stars": null, "pushed": null, "license": null, "plat": "smart led messenger", "live": "Live · 1226 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.thiazzz/smart-rings-atlas", "name": "Smart Rings Atlas", "kind": "mcp", "official": null, "desc": "Smart ring research and regional buying links; affiliate links may earn commission.", "repo": "https://github.com/thiazzz/smart-rings-atlas", "install": ["https://smartringsatlas.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1291 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:com.specjoin/hardware-compatibility", "name": "SpecJoin", "kind": "mcp", "official": null, "desc": "Check computer, dock, monitor and charger compatibility with requirements and manufacturer sources.", "repo": null, "install": ["https://specjoin.peanut20.chatgpt.site/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.tresor4k/takeoffmetric-mcp", "name": "TakeoffMetric Construction Calculators", "kind": "mcp", "official": null, "desc": "Construction takeoff calculators (concrete, gravel, asphalt, roofing) and sourced constants.", "repo": "https://github.com/tresor4k/takeoffmetric-mcp", "install": ["npm:takeoffmetric-mcp"], "stars": 0, "pushed": "2026-10-13T15:41:17Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.BibekStha/techenthus-data", "name": "TechEnthus Hardware Data API", "kind": "mcp", "official": null, "desc": "Authenticated GPU/CPU/PSU lookup; beta power-budget estimate. Coverage/freshness vary by source.", "repo": "https://github.com/BibekStha/data-techenthus-dev", "install": ["https://data.techenthus.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.tenetindustries/tenet", "name": "Tenet Industries", "kind": "mcp", "official": null, "desc": "PCB assembly in Munich: upload Gerbers and a BOM, pick parts, get an instant price and ship date.", "repo": null, "install": ["https://tenetindustries.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.CodyBontecou/thumble", "name": "Thumble", "kind": "mcp", "official": null, "desc": "Inspect saved Thumble controller layouts, registered phones, and delivery receipts. OAuth required.", "repo": null, "install": ["https://thumble.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:ai.tovan/tovan", "name": "Tovan", "kind": "mcp", "official": null, "desc": "Designs custom electronic devices from a plain-words description and has them made.", "repo": null, "install": ["https://www.tovan.ai/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.mushitaro/matrix-tsunagi-mapping", "name": "TSUNAGI///Matrix — MAPPING", "kind": "mcp", "official": null, "desc": "BMW E46 M3 DME and SMG II: VE and rf_korr from Testo logs, decode SMG calibrations. Local.", "repo": "https://github.com/mushitaro/matrix-tsunagi", "install": ["npm:matrix-tsunagi", "https://matrix-mcp.tsunagi.app/mcp/mapping"], "stars": 0, "pushed": "2026-10-28T09:55:55Z", "license": "MIT", "plat": "bmw", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mushitaro/matrix-tsunagi-migration", "name": "TSUNAGI///Matrix — MIGRATION", "kind": "mcp", "official": null, "desc": "BMW E46 M3 DME backups and E46 cluster M35080 EEPROMs: read and verify, read-only, locally.", "repo": "https://github.com/mushitaro/matrix-tsunagi", "install": ["npm:matrix-tsunagi-migration"], "stars": 0, "pushed": "2026-10-28T09:55:55Z", "license": "MIT", "plat": "bmw", "live": "Not checked (runs locally)"}, {"id": "mcp:com.udslib/uds-toolbox", "name": "UDS Toolbox", "kind": "mcp", "official": null, "desc": "Find why a UDS flash failed from a CAN trace; decode UDS, ISO-TP and DTCs. No hardware.", "repo": "https://github.com/Artomatica/udslib.com", "install": ["https://mcp.udslib.com/mcp"], "stars": 0, "pushed": "2026-11-04T19:20:24Z", "license": "NOASSERTION", "plat": "", "live": "Live · 627 ms · 7 tools (checked 2026-11-13)"}, {"id": "mcp:com.vextcad/vextcad", "name": "VextCAD", "kind": "mcp", "official": null, "desc": "Text-to-CAD: build exact STEP or 3MF/STL on the server, each stated requirement measured.", "repo": null, "install": ["https://mcp.vextcad.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.YUZU-Hub/wiring-diagram-mcp", "name": "VoltPlan Wiring Diagrams", "kind": "mcp", "official": null, "desc": "Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters.", "repo": "https://github.com/YUZU-Hub/wiring-diagram-mcp", "install": ["npm:wiring-diagram-mcp", "https://mcp.voltplan.app/mcp"], "stars": 0, "pushed": "2026-11-07T00:11:40Z", "license": "MIT", "plat": "voltplan", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Disane87/weishaupt-wem-mcp-server", "name": "Weishaupt WEM Portal", "kind": "mcp", "official": null, "desc": "Control and monitor Weishaupt heating systems via the WEM Portal", "repo": "https://github.com/Disane87/weishaupt-wem-mcp-server", "install": ["npm:@disane-dev/weishaupt-wem-mcp-server"], "stars": 0, "pushed": "2026-10-09T12:02:12Z", "license": "MIT", "plat": "weishaupt wem portal", "live": "Not checked (runs locally)"}, {"id": "mcp:io.whatic/datasheets", "name": "Whatic IC Datasheets", "kind": "mcp", "official": null, "desc": "IC datasheet search: parametric part finding, spec lookup, price comparison — grounded in real PDFs.", "repo": null, "install": ["https://whatic.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 5532 ms · 7 tools · free to try: `search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.whatmount/lookup", "name": "whatmount — TV and monitor mount facts", "kind": "mcp", "official": null, "desc": "VESA pattern, dimensions and weight per TV or monitor model, from the makers' manuals. Read-only.", "repo": null, "install": ["https://whatmount.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1259 ms · 3 tools · free to try: `list_models_by_vesa_pattern` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.whichsensor/products", "name": "Which Sensor", "kind": "mcp", "official": null, "desc": "Search industrial sensors: specs, list and customer prices, datasheets, alternatives, quotes. Login.", "repo": null, "install": ["https://www.whichsensor.com/api/public-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.whirrwork/whirrwork", "name": "Whirrwork", "kind": "mcp", "official": null, "desc": "Robot jobs, sourced prices with history, providers by country, robot-vs-human costs, and RFQs.", "repo": null, "install": ["https://whirrwork.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2848 ms · 24 tools · free to try: `search_stats` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.whobuildsit/catalog", "name": "whobuildsit — space & defence hardware suppliers", "kind": "mcp", "official": null, "desc": "Find space and defence hardware suppliers and parts by specification, process and certification.", "repo": null, "install": ["https://whobuildsit.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 986 ms · 7 tools · free to try: `search_parts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:cloud.wrenchboard/wrenchboard", "name": "WrenchBoard", "kind": "mcp", "official": null, "desc": "Board repair in your chat: open boardviews and schematics, trace nets and rails, plan measurements.", "repo": null, "install": ["https://app.wrenchboard.cloud/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.Yeelight/yeelight-metadata-mcp", "name": "Yeelight Metadata MCP Server", "kind": "mcp", "official": null, "desc": "Yeelight home metadata and guarded management workflows.", "repo": "https://github.com/Yeelight/yeelight-metadata-mcp", "install": ["https://api.yeelight.com/apis/metadata_mcp_server/v1/mcp"], "stars": 0, "pushed": "2026-07-23T10:02:14Z", "license": "Apache-2.0", "plat": "yeelight", "live": "Responds, sign-in needed (checked 2026-11-13)"}]