Categories › AI & Agents › Models, LLM APIs, routing, serving, training & GPUs
Discover MCP servers and packages with cited capabilities, provenance, and reference facts.
Remote server: your requests and data go to koskamo.com. Claude Code: claude mcp add --transport http koskamo https://koskamo.com/api/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
koskamo_search_passages — Search Koskamo datasets for candidate passages with source citations and document versions. Similarity scores rank matches and do not measurkoskamo_list_datasets — List a page of public Koskamo datasets with continuation metadata.koskamo_get_history — Get the document version timeline for a public dataset: every document (including deleted ones) with the version history produced by approvekoskamo_list_revisions — List revisions for a public dataset; pending by default, or filter by approved, rejected, or all states.koskamo_search_mcp_servers — Find remote MCP servers and local MCP packages. Filter by vendor/community publisher, transport, capabilities, and sign-in. Live-check and skoskamo_get_mcp_server — Get one published MCP listing with complete live-observed or source-attributed tool schemas, resources, prompts, package definitions, provenkoskamo_report_mcp_outcome — After using an MCP server listed on Koskamo, say whether it worked for your task: success, partial or failure, optionally for one tool. Onlykoskamo_list_mcp_directory_changes — Read the public change feed of the MCP directory, oldest first: listings updated or removed and issues reported, acknowledged, fixed, declinkoskamo_get_reference_schema — Read supported reference datasets, fixed columns, operators and limits. No inputs, writes or charges. Stored schemas do not establish sourcekoskamo_query_reference — Filter one supported public reference dataset using its typed fields. Requires a dataset and optional bounded filters, ordering and cursor. koskamo_search_use_cases — Find published cited use cases by task or linked directory server. These are informational recipes, separate from installed executable playbkoskamo_get_use_case — Read a published recipe, its reusable prompt, linked servers and supporting vendor quote. The record is informational and does not authorizekoskamo_get_context — Read this connection's public or key-scoped knowledge access and contract versions. No inputs, provider grants, writes, or charges. Private koskamo_get_capabilities — Read supported discovery and exact knowledge capabilities with separate configuration and authority states. No inputs, writes, provider execkoskamo_get_connection_health — Read this request's authentication state. No inputs, writes, downstream account probes, or charges. Directory storage and provider executionkoskamo_get_task_plan — Find candidate MCP tools for a task and named host using directory evidence. Requires task and host_id; returns at most five listings per pakoskamo_get_readiness — Inspect independent listing, source, schema, grant, permission, and tested-action evidence for server_id. Read only, no charges or live downkoskamo_get_connection_plan — Generate a manual connection handoff for server_id and host_id from supported setup snippets. Pure read; no charges, saved plan, package inskoskamo_list_documents — List bounded stored document identifiers and versions in dataset. Optional limit and cursor continue traversal. Public or exact owner-key ackoskamo_get_document — Read exact stored text for dataset and document_id, optionally document_version. Cursor pages bind one version and content hash. Public or ekoskamo_get_revision — Read pending, approved, or rejected revision state for revision_id in a public dataset. No writes, charges, private reviewer notes, or privakoskamo_get_artifact — Read a bounded page of an exact public revision diff by artifact_id. Optional cursor continues the declared JSON bytes. No writes, downloadsNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.