1,314 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Diagnose and fix slow Paperclip PostgreSQL queries using Cloud and Neon evidence, local reproduction, performance and result comparisons, regression tests, and
npx skills add paperclipai/paperclip --skill fix-slow-queriesOpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales. Built as a decision-grade data & finance deck for CFO, inv
npx skills add nexu-io/open-design --skill html-ppt-zhangzara-long-tableProcesses and analyzes data with resident-kernel engines (DuckDB, Polars) and one-shot tools. Use for CSV/parquet/JSON analysis, group-by/join/aggregation, time
npx skills add code-yeongyu/oh-my-openagent --skill data-scientist| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| fix-slow-queries Diagnose and fix slow Paperclip PostgreSQL queries using Cloud and Neon evidence, local reproduction, performance and result comparisons, regression t SkillInstall · skills CLI | 113,505 | MIT | ||
| html-ppt-zhangzara-long-table OpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales. Built as a decision-grade data & finance deck fo SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| data-scientist Processes and analyzes data with resident-kernel engines (DuckDB, Polars) and one-shot tools. Use for CSV/parquet/JSON analysis, group-by/join/aggrega SkillInstall · skills CLI | 70,897 | — | ||
| data-quality-frameworks Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing valid SkillInstall · skills CLI | 49,672 | MIT | ||
| database-architect Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. SkillInstall · skills CLI | 49,672 | MIT | ||
| dbt-transformation-patterns Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing. SkillInstall · skills CLI | 49,672 | MIT | ||
| postgres-best-practices Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema des SkillInstall · skills CLI | 49,672 | MIT | ||
| sql-optimization-patterns Diagnose slow SQL with query plans, preserve query results, and verify indexing or query changes against representative data. SkillInstall · skills CLI | 49,672 | MIT | ||
| database-migration Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating SkillInstall · skills CLI | 42,495 | MIT | ||
| dbt-transformation-patterns Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building SkillInstall · skills CLI | 42,495 | MIT | ||
| postgresql-table-design Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance pattern SkillInstall · skills CLI | 42,495 | MIT | ||
| sql-optimization-patterns Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use SkillInstall · skills CLI | 42,495 | MIT | ||
| creating-oracle-to-postgres-master-migration-plan Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration SkillInstall · skills CLI | 41,140 | MIT | ||
| creating-oracle-to-postgres-migration-bug-report Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and SkillInstall · skills CLI | 41,140 | MIT | ||
| creating-oracle-to-postgres-migration-integration-tests Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative baseline; SkillInstall · skills CLI | 41,140 | MIT | ||
| datanalysis-credit-risk Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-advanced-patterns Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques. SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-production-code Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-quickstart Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns. SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-usecase-builder Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations SkillInstall · skills CLI | 41,140 | MIT | ||
| debian-linux-triage Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance. SkillInstall · skills CLI | 41,140 | MIT | ||
| efcore-d2-db-diagram Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# e SkillInstall · skills CLI | 41,140 | MIT | ||
| migrating-oracle-to-postgres-data-access-code Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDa SkillInstall · skills CLI | 41,140 | MIT | ||
| migrating-oracle-to-postgres-stored-procedures Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored para SkillInstall · skills CLI | 41,140 | MIT | ||
| alloydb-basics Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including SkillInstall · skills CLI | 33,495 | MIT | ||
| cloud-sql-basics Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relatio SkillInstall · skills CLI | 33,495 | MIT | ||
| data-scientist Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and busi SkillInstall · skills CLI | 33,495 | MIT | ||
| database-migration Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments. SkillInstall · skills CLI | 33,495 | MIT | ||
| database-optimizer Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. SkillInstall · skills CLI | 33,495 | MIT | ||
| mlops-mlflow Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic M SkillInstall · skills CLI | 33,495 | MIT | ||
| mlops-tensorboard Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Goog SkillInstall · skills CLI | 33,495 | MIT | ||
| mlops-weights-and-biases Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B SkillInstall · skills CLI | 33,495 | MIT | ||
| neon-instagres Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, da SkillInstall · skills CLI | 33,495 | MIT | ||
| postgres-schema-design Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features SkillInstall · skills CLI | 33,495 | MIT | ||
| postgresql Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features SkillInstall · skills CLI | 33,495 | MIT | ||
| postgresql-optimization PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management. SkillInstall · skills CLI | 33,495 | MIT | ||
| readonly-sql-guard Make an agent's database access provably read-only. Use when an agent runs caller-supplied SQL against a production/ERP/analytics database (a "query" SkillInstall · skills CLI | 33,495 | MIT | ||
| supabase-postgres-best-practices Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema des SkillInstall · skills CLI | 33,495 | MIT | ||
| using-neon Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method SkillInstall · skills CLI | 33,495 | MIT | ||
| recipe-compare-sheet-tabs Read data from two tabs in a Google Sheet to compare and identify differences. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| io.github.t8y2/dbx Query databases from AI agents using connections configured in DBX. MCP serverGitHub-verified authorLocal · npm | 30,268 | Apache-2.0 | ||
| data-quality-auditor Use before analysis or model training on any dataset, or when asked to profile data or hunt missing values and outliers. Profiles it with data_profile SkillInstall · skills CLI | 29,773 | MIT | ||
| database-designer Design a database schema: tables, relationships, indexes, normalization, SQL vs NoSQL, migration plans. Use whenever the user asks how to structure th SkillInstall · skills CLI | 29,773 | MIT | ||
| database-schema-designer Use when asked for an ERD, table relationships, normalization or a schema migration plan. Produces the ERD and normalized DDL with migration steps. SkillInstall · skills CLI | 29,773 | MIT | ||
| sql-queries Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploade SkillInstall · skills CLI | 27,974 | MIT | ||
| nocobase-app-plugin-database-explorer Browse an application's database connections, collections, and fields read-only through the Database Explorer endpoints, and grant access to them. SkillInstall · skills CLI | 24,921 | — | ||
| nocobase-db Work with the database in a NocoBase 3 application: configure connections and dialects, add migrations and seeds, declare schema with the Collection B SkillInstall · skills CLI | 24,921 | — | ||
| alloydb-basics Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated data SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-sql-translator Translates SQL queries, DDL schemas, and stored procedures from legacy database dialects (Teradata, Oracle, Redshift, Snowflake, SparkSQL, HiveQL) to SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-validator Validates that tables migrated to BigQuery match their source (Teradata, Snowflake, Oracle, Redshift, Databricks, PostgreSQL, SQL Server, MySQL, Maria SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-udfs Creates, deploys, and troubleshoots BigQuery User-Defined Functions (UDFs) and Remote Functions across SQL, JavaScript, Python, and Cloud Run endpoint SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| cloud-sql-basics This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| dbt-sf-to-bq-translator Translates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro placeholder masking, BigQuery Translation Servi SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| spanner-basics Assists in provisioning instances and databases, designing performant schemas, and querying data in Cloud Spanner on Google Cloud. Use when designing SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| MCP Toolbox for Databases MCP Toolbox for Databases enables your agent to connect to your database. MCP serverGitHub-verified authorLocal · Docker | 16,857 | Apache-2.0 | ||
| MCP Toolbox for Databases MCP Toolbox for Databases enables your agent to connect to your database. MCP serverGitHub-verified authorLocal · Docker | 16,854 | Apache-2.0 | ||
| database-optimizer Optimizes database queries and improves performance across PostgreSQL and MySQL systems. Use when investigating slow queries, analyzing execution plan SkillInstall · skills CLI | 12,355 | MIT | ||
| pandas-pro Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggr SkillInstall · skills CLI | 12,355 | MIT | ||
| postgres-pro Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. Invoke for EXPLAIN analysis, JSONB operat SkillInstall · skills CLI | 12,355 | MIT | ||
| sql-pro Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writin SkillInstall · skills CLI | 12,355 | MIT | ||
| birdeye Complete Birdeye API integration for real-time DeFi data across Solana and 15 other chains. Use for token prices, OHLCV charts, market discovery, on-c SkillInstall · skills CLI | 7,120 | — | ||
| bnbchain-mcp BNB Chain MCP server connection and tool usage. Covers npx @bnb-chain/mcp@latest, PRIVATE_KEY and RPC, and every MCP tool — blocks, transactions, cont SkillInstall · skills CLI | 7,120 | — | ||
| debridge Complete deBridge Protocol SDK for building cross-chain bridges, message passing, and token transfers on Solana. Use when building cross-chain applica SkillInstall · skills CLI | 7,120 | — | ||
| glam Solana vault management via GLAM Protocol. Triggers: glam, glam-cli, glam-sdk, vault create/manage, tokenized vault, share class, DeFi vault, treasury SkillInstall · skills CLI | 7,120 | — | ||
| helius Build Solana applications with Helius infrastructure. Covers transaction sending (Sender), asset/NFT queries (DAS API), real-time streaming (WebSocket SkillInstall · skills CLI | 7,120 | — | ||
| metengine-data-agent Real-time smart money analytics API for Polymarket prediction markets, Hyperliquid perpetual futures, and Meteora Solana LP/AMM pools. 63 endpoints. P SkillInstall · skills CLI | 7,120 | — | ||
| openserv-launch Launch tokens on Base blockchain via the OpenServ Launch API. Creates ERC-20 tokens with Aerodrome concentrated liquidity pools. Use when launching to SkillInstall · skills CLI | 7,120 | — | ||
| quicknode-skill Quicknode blockchain infrastructure for 80+ chains: Core RPC API, Streams, Webhooks, Blazar WSS, Solana gRPC, HyperCore gRPC, SQL Explorer, Metaplex D SkillInstall · skills CLI | 7,120 | — | ||
| web3-data Two services in one skill: (1) Web3 on-chain data via Chainbase CLI — use when the user asks about blockchain data, token holders, wallet addresses, t SkillInstall · skills CLI | 7,120 | — | ||
| lieflat-charts 一套模板驱动的数据可视化、PPT 演示与整页报告生成 skill，既能严格从 Lupi、Basics、Glance、Maps 与 Interactive gallery 的真实实现生成 HTML 图表，也能从 Presentation Mode 生成 HTML/PDF 演示，或从报告模板生成整页 H SkillInstall · skills CLI | 6,852 | — | ||
| analyze End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia. Replaces / SkillInstall · skills CLI | 5,013 | — | ||
| data-analysis End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. Make sure to use this SkillInstall · skills CLI | 5,013 | — | ||
| data-scientist Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, SkillInstall · skills CLI | 5,013 | — | ||
| geopandas Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL. Use for geographic data, spa SkillInstall · skills CLI | 5,013 | — | ||
| linearmodels Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay SEs. Use for RE/between, SkillInstall · skills CLI | 5,013 | — | ||
| polars Polars DataFrame library for high-performance data manipulation. Lazy/eager execution, expressions, I/O (CSV, Parquet, JSON), aggregations, joins, str SkillInstall · skills CLI | 5,013 | — | ||
| pyfixest Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. Use for SkillInstall · skills CLI | 5,013 | — | ||
| python-econ-computing Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis SkillInstall · skills CLI | 5,013 | — | ||
| scikit-learn Machine learning: clustering, PCA/t-SNE/UMAP, classification, prediction regression (Ridge/Lasso/ensemble), cross-validation, Pipelines. For unsupervi SkillInstall · skills CLI | 5,013 | — | ||
| stata-data-cleaning Clean and transform messy data in Stata with reproducible workflows SkillInstall · skills CLI | 5,013 | — | ||
| stata-python-translation Stata-to-Python translation for data analysis. Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy:) to Python (polars, pyfixest, sta SkillInstall · skills CLI | 5,013 | — | ||
| stata-regression Run regression analyses in Stata with publication-ready output tables. SkillInstall · skills CLI | 5,013 | — | ||
| statsmodels Statistical modeling: OLS/WLS/GLS, GLM (logit, probit, Poisson), time series (ARIMA, VAR), mixed effects, diagnostics. Formula API. Use for regression SkillInstall · skills CLI | 5,013 | — | ||
| svy Complex survey analysis: strata/PSU/weights, variance estimation (Taylor, BRR, jackknife, bootstrap), survey GLM, domain analysis, calibration. Polars SkillInstall · skills CLI | 5,013 | — | ||
| database-optimizer Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configura SkillInstall · skills CLI | 4,708 | MIT | ||
| regression-modeler Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language interpretation. T SkillInstall · skills CLI | 4,708 | MIT | ||
| sql-insight Translate natural language to SQL, optimize query performance, and interpret EXPLAIN plans for SQLite and PostgreSQL. Triggered when users ask to conv SkillInstall · skills CLI | 4,708 | MIT | ||
| data-report 把 CSV、Excel 或 JSON 数据生成包含 KPI、图表和洞察的完整可视化报告页。当用户说“数据报告、CSV/Excel 转报告、做 KPI 看板、生成可视化报告页”时使用。单张图表用 chart-visualization；信息图或 GIF 动画图表用 infographic。 SkillInstall · skills CLI | 4,670 | Apache-2.0 | ||
| downtrend-duration-analyzer Analyze historical downtrend durations and generate interactive HTML histograms showing typical correction lengths by sector and market cap. SkillInstall · skills CLI | 4,283 | MIT | ||
| cudf-query-engine-builder Build the first native, single-GPU cuDF path in a query engine, or complete its initial adapter. Use for libcudf C++ or cuDF Java implementation, buff SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuml Use when writing, running, debugging or upgrading Python code that uses NVIDIA cuML (GPU machine learning), cuml.accel (zero-code-change GPU accelerat SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-multi-objective-exploration Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constr SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-numerical-optimization-api LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-numerical-optimization-formulation LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-routing-api-python Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-server-api-python cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| dali-dynamic-mode DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| DBHub Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite MCP serverGitHub-verified authorLocal · npm | 3,841 | MIT | ||
| bio-database-evidence Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| chembl-database Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibit SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| clinicaltrials-database Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| clinpgx-database Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| data-artist Create beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful" aesthetic. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| datacommons-client Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demo SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| datavis Comprehensive data visualization toolkit for creating beautiful, mathematically elegant visualizations with D3.js, Chart.js, and custom SVG. Use when SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| designing-experiments Design experiments and quasi-experiments before analysis. Use when choosing study design, treatment/control structure, outcomes, assumptions, validati SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| detecting-data-anomalies Investigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit anomaly-analysis helper when you want concrete anoma SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| detecting-performance-regressions Compare current benchmark results against historical baselines to spot performance regressions. Use as an explicit/manual helper for build-to-build de SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| dnanexus-integration DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipel SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| lamindb This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| medchem Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritiz SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| metabolomics-workbench-database Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, fo SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| metric-calculator Compute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual helper when the metric definition is already SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| ml-data-leakage-guard Detects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning, feature engineering, data SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| neurokit2 Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill wh SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| polars Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel ex SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| preprocessing-data-with-automated-pipelines Design and implement repeatable preprocessing pipelines for cleaning, encoding, transforming, and validating ML input data. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| pydeseq2 Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for R SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| scientific-data-preprocessing ⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9% error rate in V1.0 case stud SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| scikit-survival Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored surv SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| scenario-admin-analytics Use when answering Scenario admin analytics questions about Creative Unit consumption, most-used models, usage by user or project, AI adoption observa SkillInstall · skills CLI | 3,764 | MIT | ||
| scenario-asset-analysis Use when finished Scenario assets have to give something back: a caption for a dataset or alt text, a reusable style description, a verdict against a SkillInstall · skills CLI | 3,764 | MIT | ||
| supabase-automation Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Alwa SkillInstall · skills CLI | 3,743 | MIT | ||
| chembl-database Query the ChEMBL database for bioactive molecules, drug targets, bioactivity data, approved drugs, and chemical structures. Use when the user asks abo SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| clinical-trials-database Query ClinicalTrials.gov via APIv2. Use when you want to search for trials by condition, drug, location, status, or phase; retrieve trial details by N SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| clinvar-database Use when needing clinical significance, pathogenicity classifications (e.g., Pathogenic, Benign, VUS), clinical evidence rationales, or finding "hard SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| dbsnp-database Use when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database. Resolves between rsIDs, genomic coor SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| embl-ebi-ols Query and search the EMBL-EBI Ontology Lookup Service (OLS) for biomedical ontology terms, definitions, and hierarchies across 250+ ontologies (e.g., SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| encode-ccres-database Query the ENCODE Registry of cis-Regulatory Elements (cCREs) via the SCREEN GraphQL API, or make custom queries to the ENCODE Portal REST API for expe SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| ensembl-database Query the Ensembl database to resolve gene, transcript, and protein IDs, fetch genomic or protein sequences, retrieve gene structures (exons), and get SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| foldseek-structural-search Performs 3D structural searches of proteins against various databases (PDB, AlphaFold, CATH, MGnify, etc.) using the Foldseek API. Use ONLY when the u SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| gnomad-database Query the Genome Aggregation Database (gnomAD). Use when determining the rarity or allele frequency of specific genetic variants, retrieving gene cons SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| gtex-database Use when you want to retrieve quantitative RNA expression data and variant eQTL information from the GTEx (Genotype-Tissue Expression) Project across SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| human-protein-atlas-database Use when you want to retrieve semi-quantitative protein expression and spatial localisation data from the Human Protein Atlas (HPA). SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| interpro-database Identify domains, families, and sites in proteins; find all proteins in a family or sharing a domain; explore species distribution for a domain; annot SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| jaspar-database Query the JASPAR database for Transcription Factor (TF) binding profiles. Use when retrieving Position Frequency Matrices (PFMs) or Position Weight Ma SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| ncbi-sequence-fetch Retrieve protein and nucleotide sequences from NCBI databases using E-utilities. Supports direct accession lookup, CDS translation, gene+organism sear SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| openfda-database Query, search, and download data from the openFDA API for drugs, devices, foods, tobacco, cosmetics, animal and veterinary products, substances, and t SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| opentargets-database Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, fo SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| pdb-database Use when you want to search for or download experimentally-determined 3D structures for biomolecules (proteins, nucleic acids, bound ligands). Support SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| protein-sequence-msa Performs multiple sequence alignment of proteins with EBI Clustal Omega. Use when you need to align multiple sequences to assess similarity, domain co SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| protein-sequence-similarity-search Searches for homologous protein sequences using MMseqs2 (fast, default) or BLAST (comprehensive, fallback). Trigger this whenever the user provides a SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| pubchem-database Query PubChem, search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics. Use when a user ask SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| pubmed-database Search PubMed for scientific literature, including published clinical trials. Fetch abstracts and full text. Link published research to biological dat SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| quickgo-database Query the QuickGO and Evidence & Conclusion Ontology (ECO) REST API. Use this when you need to map genes to biological processes, molecular functions, SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| reactome-database Query the Reactome database (Analysis and Content Services). Use when the user asks about pathway analysis, gene list enrichment, retrieving results b SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| string-database Query the STRING database for protein-protein interactions (PPIs), functional enrichment, and homology. Use when the user asks about interactions betw SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| ucsc-conservation-and-tfbs Fetch Evolutionary Conservation scores (phyloP, phastCons) and Transcription Factor Binding Sites (TFBS) from the UCSC Genome Browser. Use when analyz SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| unibind-database Queries the UniBind database for experimentally validated transcription factor (TF) binding sites. Use when retrieving direct TF-DNA interaction datas SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| uniprot-database Access protein metadata, function, taxonomy, and sequences across UniProtKB, UniParc, and UniRef. Use when searching for proteins, mapping identifiers SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| RevoGrid DataGrid MCP Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval. MCP serverGitHub-verified authorRemote● LiveFree to try | 3,466 | MIT | ||
| LINQ to DB Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB. MCP serverGitHub-verified authorLocal · NuGet | 3,334 | MIT | ||
| azure-postgres-ts Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, con SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-mysql-dotnet Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rul SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-postgresql-dotnet Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, fi SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-sql-dotnet Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewa SkillInstall · skills CLI | 3,203 | MIT | ||
| kql KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitf SkillInstall · skills CLI | 3,203 | MIT | ||
| anndata This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental m SkillInstall · skills CLI | 3,107 | — | ||
| arboreto Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data SkillInstall · skills CLI | 3,107 | — | ||
| bindingdb-database Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). Search by target (UniProt ID), compound (SMILES/name), or pathogen. SkillInstall · skills CLI | 3,107 | — | ||
| bio-admet-prediction Predicts ADMET properties using ADMETlab 3.0 API or DeepChem models. Estimates bioavailability, CYP inhibition, hERG liability, and 119 toxicity endpo SkillInstall · skills CLI | 3,107 | — | ||
| bio-consensus-sequences Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference seque SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-deseq2-basics Perform differential expression analysis using DESeq2 in R/Bioconductor. Use for analyzing RNA-seq count data, creating DESeqDataSet objects, running SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-edger-basics Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framewor SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-results Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple t SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-visualization Visualize differential expression results using DESeq2/edgeR built-in functions. Covers plotMA, plotDispEsts, plotCounts, plotBCV, sample distance hea SkillInstall · skills CLI | 3,107 | — | ||
| bio-differential-expression-batch-correction Remove batch effects from RNA-seq data using ComBat, ComBat-Seq, limma removeBatchEffect, and SVA for unknown batch variables. Use when correcting bat SkillInstall · skills CLI | 3,107 | — | ||
| bio-differential-expression-timeseries-de Analyze time-series RNA-seq data using limma voom with splines, maSigPro, and ImpulseDE2. Identify genes with dynamic expression patterns. Use when an SkillInstall · skills CLI | 3,107 | — | ||
| bio-differential-splicing Detects differential alternative splicing between conditions using rMATS-turbo (BAM-based) or SUPPA2 diffSplice (TPM-based). Reports events with FDR-c SkillInstall · skills CLI | 3,107 | — | ||
| supabase Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); cl SkillInstall · skills CLI | 3,056 | MIT | ||
| supabase-postgres-best-practices Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Pos SkillInstall · skills CLI | 3,056 | MIT | ||
| creating-data-visualizations Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "gr SkillInstall · skills CLI | 2,919 | MIT | ||
| detecting-data-anomalies Process identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual patterns, outliers, or unex SkillInstall · skills CLI | 2,919 | MIT | ||
| flux Data engineer — databases, migrations, pipelines, schema design, and query optimization. SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-health Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status. Use when asked about "data quality ch SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-migrate Build zero-downtime database migrations — forward SQL, rollback SQL, deployment sequence. Use when asked to "write migration", "schema change", "add c SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-query Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query perf SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-recon Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "asses SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-schema Design and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description, output the schema and writ SkillInstall · skills CLI | 2,919 | MIT | ||
| preprocessing-data-with-automated-pipelines Process automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or " SkillInstall · skills CLI | 2,919 | MIT | ||
| splitting-datasets Process split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", SkillInstall · skills CLI | 2,919 | MIT | ||
| web-analytics Analyze Umami or GA4 traffic with evidence-backed specialist reviews and deliver a concise portfolio pulse, decision brief, or deep dive. Use when the SkillInstall · skills CLI | 2,919 | MIT | ||
| database-optimization Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL SkillInstall · skills CLI | 2,838 | Apache-2.0 | ||
| postgres-optimization PostgreSQL optimization including indexes, query plans, partitioning, JSONB operations, and connection pooling SkillInstall · skills CLI | 2,838 | Apache-2.0 | ||
| com.medplum/mcp Securely access and manage FHIR healthcare data stored in Medplum. MCP serverVerified domain · medplum.comRemoteSign-in needed | 2,793 | Apache-2.0 | ||
| interpolated-database-query Construct a database query by interpolating a caller-controlled identifier SkillInstall · skills CLI | 2,727 | — | ||
| database-schema-designer Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, cons SkillInstall · skills CLI | 2,679 | MIT | ||
| data-layer-footguns Room/SQLite, DataStore and repository traps: migrations, NOT IN with NULLs, LIKE escaping, delete order, local-time bucketing, imports, caching, pagin SkillInstall · skills CLI | 2,306 | GPL-3.0 | ||
| databases Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, SkillInstall · skills CLI | 2,244 | — | ||
| analyze-burn-economics Comprehensive analysis of Uniswap Firepit burn economics: historical burn P&L, accumulation trends, fee source breakdown, competitive dynamics, and pr SkillInstall · skills CLI | 2,192 | MIT | ||
| antibody-humanizer Humanize murine antibody sequences using CDR grafting and framework optimization to reduce immunogenicity while preserving antigen binding. Predicts o SkillInstall · skills CLI | 2,192 | MIT | ||
| biopython A comprehensive toolbox for computational molecular biology; use it when you need programmatic sequence/structure parsing, batch bioinformatics pipeli SkillInstall · skills CLI | 2,054 | MIT | ||
| biopython-advanced Advanced Biopython modules for motifs, population genetics, sequence utilities, restriction analysis, clustering, and GenomeDiagram visualization; use SkillInstall · skills CLI | 2,054 | MIT | ||
| biopython-alignment Sequence alignment and alignment file processing with Biopython (Bio.Align/Bio.AlignIO), triggered when you need global/local pairwise alignment, MSA SkillInstall · skills CLI | 2,054 | MIT | ||
| biopython-phylo Use Bio.Phylo to read/write phylogenetic trees and perform visualization and statistics; use when tree parsing/conversion, pruning/rerooting, distance SkillInstall · skills CLI | 2,054 | MIT | ||
| biopython-sequence-io Use Biopython to read/write/convert biological sequence files (FASTA/GenBank/FASTQ, etc.) and perform basic sequence operations; use when you need rel SkillInstall · skills CLI | 2,054 | MIT | ||
| biopython-structure Use Bio.PDB to parse and analyze protein structures (PDB/mmCIF) for structural bioinformatics tasks; use when you need structure parsing, geometry cal SkillInstall · skills CLI | 2,054 | MIT | ||
| cobrapy Constraint-based reconstruction and analysis (COBRA) for metabolic models; use when you need to simulate growth/production, analyze flux ranges, or ru SkillInstall · skills CLI | 2,054 | MIT | ||
| crispr-screen-analyzer Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling fo SkillInstall · skills CLI | 2,054 | MIT | ||
| data-stats-analysis Perform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM SkillInstall · skills CLI | 2,054 | MIT | ||
| data-transform Transform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude, etc.). SkillInstall · skills CLI | 2,054 | MIT | ||
| deeptools NGS analysis toolkit. Used for BAM to bigWig conversion, quality control (correlation, PCA, fingerprint plots), heatmaps/feature plots (TSS, peaks), s SkillInstall · skills CLI | 2,054 | MIT | ||
| epidemiology Performs epidemiological analyses including disease modeling (SIR/SEIR), outbreak investigation, risk factor identification, incidence/prevalence esti SkillInstall · skills CLI | 2,054 | MIT | ||
| etetoolkit ETE (Environment for Tree Exploration) toolkit for phylogenetic and hierarchical tree analysis; use it when you need to parse/manipulate Newick/NHX tr SkillInstall · skills CLI | 2,054 | MIT | ||
| experimental-data-analysis Statistical analysis and reporting for experimental datasets; use when you need to interpret experimental results, test significance (t-tests/ANOVA), SkillInstall · skills CLI | 2,054 | MIT | ||
| facs-gating-viz-style Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. SkillInstall · skills CLI | 2,054 | MIT | ||
| data-engineering-data-driven-feature Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimenta SkillInstall · skills CLI | 2,009 | MIT | ||
| data-engineering-data-pipeline Design scalable, reliable, and cost-effective data pipelines for batch and streaming processing. Use when architecting or improving a data pipeline. SkillInstall · skills CLI | 2,009 | MIT | ||
| data-scientist Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and busi SkillInstall · skills CLI | 2,009 | MIT | ||
| database-admin Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services SkillInstall · skills CLI | 2,009 | MIT | ||
| database-architect Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. SkillInstall · skills CLI | 2,009 | MIT | ||
| database-migrations-migration-observability Migration monitoring, CDC, and observability infrastructure SkillInstall · skills CLI | 2,009 | MIT | ||
| database-migrations-sql-migrations SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server SkillInstall · skills CLI | 2,009 | MIT | ||
| database-optimizer Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 re SkillInstall · skills CLI | 2,009 | MIT | ||
| sql-pro Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and SkillInstall · skills CLI | 2,009 | MIT | ||
| design-postgis-tables Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for locat SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| design-postgres-tables Use this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables, schemas, or data models when creating n SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| find-hypertable-candidates Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. **Trigge SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| io.github.timescale/pg-aiguide Comprehensive PostgreSQL documentation and best practices, including ecosystem tools MCP serverGitHub-verified authorLocal · npm | 1,883 | Apache-2.0 | ||
| migrate-postgres-tables-to-hypertables Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| postgres Use this skill for any PostgreSQL database work — table design, indexing, data types, constraints, extensions (pgvector, PostGIS, TimescaleDB), search SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| postgres-database-migration Use this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when working with production data or shared datab SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| postgres-hybrid-text-search Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). **Trigger when SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| schema-exploration Explore an existing PostgreSQL database before answering questions about its data or writing SQL. Use this skill whenever a user asks for a query or a SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| setup-timescaledb-hypertables Use this skill when creating database schemas or tables for Timescale, TimescaleDB, TigerData, or Tiger Cloud, especially for time-series, IoT, metric SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| timescaledb-hyperfunctions Use this skill when writing analytical SQL over time-series data with the TimescaleDB Toolkit (timescaledb_toolkit extension) hyperfunctions: approxim SkillInstall · skills CLI | 1,883 | Apache-2.0 | ||
| dbt_ingest Map dbt `schema.yml` / `properties.yml` models and sources into ktx semantic-layer overlays and column notes. Covers `sources:` vs `models:`, column ` SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| historic_sql_patterns Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki pro SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| historic_sql_table_digest Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection. SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| ktx-analytics Use when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown o SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| live_database_ingest Capture semantic-layer and knowledge updates from a live database schema snapshot. SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| sl ktx's semantic layer - a structured catalog of sources (tables/views), measures, joins, and segments expressed as YAML. Covers the schema and how to q SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| sl_capture How to capture new reusable patterns into ktx's semantic layer - when a measure, segment, or join belongs in the catalog and how to write it generical SkillInstall · skills CLI | 1,632 | Apache-2.0 | ||
| io.github.winedarksea/AutoTS Automated time series forecasting with model search, anomaly detection, and event risk analysis MCP serverGitHub-verified authorLocal · PyPI | 1,433 | MIT | ||
| database-design Designs database schemas, indexing strategies, query optimization, and migration patterns for SQL and NoSQL databases. Use when designing tables, opti SkillInstall · skills CLI | 1,424 | MIT | ||
| openmeld-changelog Maintain the official OpenMeld Changelog from repository evidence. Use when deciding whether a change needs a Changelog entry, writing or publishing a SkillInstall · skills CLI | 1,424 | MIT | ||
| FireCMS Cloud Manage FireCMS Cloud from an AI agent: Firestore data, collections, schemas and users. MCP serverVerified domain · firecms.coLocal · npm | 1,283 | — | ||
| Magic Cloud Generate secured CRUD APIs over your database, run SQL, manage files, tasks and a headless browser MCP serverGitHub-verified authorLocal · Docker | 1,250 | MIT | ||
| rds AWS RDS relational database service for managed databases. Use when provisioning databases, configuring backups, managing replicas, troubleshooting co SkillInstall · skills CLI | 1,175 | MIT | ||
| database-design Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing migrations SkillInstall · skills CLI | 1,156 | MIT | ||
| com.falkordb/QueryWeaver An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding. MCP serverVerified domain · falkordb.comLocal · Docker | 1,094 | AGPL-3.0 | ||
| Sequential Thinking Working Notes Local working notes, decisions, evidence and resumable sessions with SQLite persistence. MCP serverGitHub-verified authorLocal · PyPI | 963 | MIT | ||
| databases-on-aws Expert database guidance for the AWS database portfolio. Design schemas, execute queries, handle migrations, and choose the right database for your wo PluginAnthropic marketplace | 941 | Apache-2.0 | ||
| db Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agen SkillInstall · skills CLI | 931 | UPL-1.0 | ||
| oracle-data-guard Provide operational guidance for Oracle Data Guard and SQLcl DG. Use when a user asks about SQLcl DG commands, Data Guard Broker fixed views, FSFO or SkillInstall · skills CLI | 931 | UPL-1.0 | ||
| changelog-gen Changelog 生成器 - 从 Git 历史自动生成 CHANGELOG SkillInstall · skills CLI | 909 | MIT | ||
| db-migrator 数据库迁移助手 - Schema 对比、迁移脚本生成 SkillInstall · skills CLI | 909 | MIT | ||
| ClickHouse Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB. MCP serverGitHub-verified authorLocal · PyPI | 904 | Apache-2.0 | ||
| nsfc-literature NSFC申请书文献检索与引用生成。使用OpenAlex API免费搜索学术文献，使用wenxian生成标准引用格式。 SkillInstall · skills CLI | 787 | — | ||
| adding-dbt-unit-test Creates unit test YAML definitions that mock upstream model inputs and validate expected outputs. Use when adding unit tests for a dbt model or practi SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| answering-natural-language-questions-with-dbt Writes and executes SQL queries against the data warehouse using dbt's Semantic Layer or ad-hoc SQL to answer business questions. Use when a user asks SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| building-dbt-semantic-layer Use when creating or modifying dbt Semantic Layer components — semantic models, metrics, dimensions, entities, measures, or time spines. Covers Metric SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| fetching-dbt-docs Retrieves and searches dbt documentation pages in LLM-friendly markdown format. Use when fetching dbt documentation, looking up dbt features, or answe SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| maintaining-dbt-documentation Audits dbt documentation coverage and drafts missing model/column descriptions in the project's own house style, one folder at a time, for human revie SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| migrating-dbt-core-to-v2 Use when a user needs help triaging dbt-core to dbt v2 migration errors. Runs dbt-autofix first, then classifies remaining errors into actionable cate SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| migrating-dbt-project-across-platforms Use when migrating a dbt project from one data platform or data warehouse to another (e.g., Snowflake to Databricks, Databricks to Snowflake) using db SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| querying-the-dbt-information-schema Use when answering questions about a dbt v2 project's own metadata — which models, sources, tests, columns, configs, tags, packages or lineage exist, SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| running-dbt-commands Formats and executes dbt CLI commands, selects the correct dbt executable, and structures command parameters. Use when running models, tests, builds, SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| upgrading-dbt Use when a user wants to upgrade, update, or migrate a dbt project to the latest version — e.g. "upgrade my dbt project," "migrate this off dbt 1.5," SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| using-dbt-for-analytics-engineering Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show. Use when doin SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| working-with-dbt-mesh Use when changing a dbt model in a way that could break its consumers — renaming, removing, or retyping a column, or changing a model that downstream SkillInstall · skills CLI | 763 | Apache-2.0 | ||
| mysql Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or qu SkillInstall · skills CLI | 740 | MIT | ||
| neki Guidance for Neki, PlanetScale's distributed (sharded) Postgres. Load when working with a Neki database — connecting, data topology and shard keys, qu SkillInstall · skills CLI | 740 | MIT | ||
| postgres PostgreSQL best practices, query optimization, connection troubleshooting, and performance improvement. Load when working with Postgres databases. SkillInstall · skills CLI | 740 | MIT | ||
| vitess Vitess best practices, query optimization, and connection troubleshooting for PlanetScale Vitess databases. Load when working with Vitess databases, s SkillInstall · skills CLI | 740 | MIT | ||
| rails-migrations Write and review Rails database migrations safely, including reversible changes, lock-aware operations, and rollout sequencing. Use when adding or cha SkillInstall · skills CLI | 732 | — | ||
| nuxthub Use when building NuxtHub v0.10.8 applications - provides database (Drizzle ORM with sqlite/postgresql/mysql), KV storage, blob storage, and cache API SkillInstall · skills CLI | 724 | — | ||
| Neon Official Neon MCP server for managing Neon projects and Lakebase Postgres databases. MCP serverVerified domain · neon.comRemoteSign-in needed | 663 | MIT | ||
| attach-db Attach a DuckDB database file for use with /duckdb-skills:query. Explores the schema (tables, columns, row counts) and writes a SQL state file so subs SkillInstall · skills CLI | 617 | MIT | ||
| duckdb-docs Search DuckDB and DuckLake documentation and blog posts. Returns relevant doc chunks for a question or keyword using full-text search against a locall SkillInstall · skills CLI | 617 | MIT | ||
| duckdb-skills DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, a PluginAnthropic marketplace | 617 | MIT | ||
| install-duckdb Install or update DuckDB extensions. Each argument is either a plain extension name (installs from core) or name@repo (e.g. magic@community). Pass --u SkillInstall · skills CLI | 617 | MIT | ||
| query Run SQL queries against the attached DuckDB database or ad-hoc against files. Accepts raw SQL or natural language questions. Uses DuckDB Friendly SQL SkillInstall · skills CLI | 617 | MIT | ||
| spatial Answer questions about spatial data using DuckDB. Use when the user mentions locations, coordinates, lat/lng, distances, maps, addresses, "near", "wit SkillInstall · skills CLI | 617 | MIT | ||
| database-schema-validator Validates SQL schema files for compliance with internal safety and naming policies. SkillInstall · skills CLI | 615 | — | ||
| n8n-data-tables-official Use when working with n8n's built-in Data Tables, designing schemas, inserting/updating/upserting rows, deduping, or querying. Triggers on "Data Table SkillInstall · skills CLI | 606 | Apache-2.0 | ||
| postiz Postiz is a tool to schedule social media and chat posts to 28+ channels X, LinkedIn, LinkedIn Page, Reddit, Instagram, Facebook Page, Threads, YouTub SkillInstall · skills CLI | 568 | — | ||
| chdb-datastore Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| chdb-sql Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MyS SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| clickhouse-architecture-advisor MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specif SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| clickhouse-best-practices 28 best practice rules for ClickHouse schema design, query optimization, and data ingestion — prioritized by impact PluginAnthropic marketplace | 565 | Apache-2.0 | ||
| clickhouse-best-practices MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 31 rules that MUST be checked before providing recommendations. Alway SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| clickhouse-js-node-coding Write idiomatic application code with the ClickHouse Node.js client (`@clickhouse/client`). Use this skill whenever a user is *building* against the N SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| clickhouse-js-node-rowbinary Generate TypeScript/JavaScript code that reads/decodes AND writes/encodes ClickHouse RowBinary streams for the ClickHouse HTTP server. Use this skill SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| clickhouse-js-node-troubleshooting Troubleshoot and resolve common issues with the ClickHouse Node.js client (@clickhouse/client). Use this skill whenever a user reports errors, unexpec SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| clickhouse-managed-postgres-rca MUST USE when investigating performance issues on a ClickHouse-managed Postgres instance. Provides an evidence-based RCA workflow that scrapes the Pro SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| ggsql Write ggsql queries — a grammar of graphics for SQL. Use when the user wants to create, modify, or understand a ggsql visualization query. SkillInstall · skills CLI | 565 | MIT | ||
| infra-clickhouse Sets up and manages ClickHouse using the clickhousectl CLI — installs and runs a local ClickHouse server for development, and creates managed ClickHou SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| infra-postgres Sets up and manages Postgres using the clickhousectl CLI — runs a local Docker-backed Postgres for development, and creates and operates managed Click SkillInstall · skills CLI | 565 | Apache-2.0 | ||
| io.github.motherduckdb/mcp-server-motherduck SQL analytics and data engineering for AI Assistants and IDEs MCP serverGitHub-verified authorLocal · PyPI | 540 | MIT | ||
| sql-explainer Explain what a SQL query does in plain language and point out joins that may multiply rows. SkillInstall · skills CLI | 502 | MIT | ||
| compare Same-epoch comparison and analysis of training runs across wandb, neptune, tensorboard, mlflow, or local result files. Aligns runs at the student's cu SkillInstall · skills CLI | 459 | MIT | ||
| dataset-curation Use when the user wants to analyze dataset bias, create stratified samples, evaluate fairness, or plan dataset collection. Triggers on phrases like "d SkillInstall · skills CLI | 459 | MIT | ||
| debug Evidence-before-action diagnosis of failing ML experiments. Probes the system before guessing causes, process list, dmesg, GPU stats, log scrollback, SkillInstall · skills CLI | 459 | MIT | ||
| experiment-design Use when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies. Triggers on ph SkillInstall · skills CLI | 459 | MIT | ||
| launch Pre-flight checklist for long-running ML training jobs covering config diff, run naming, path verification, monitoring setup, and restart-cleanup. Use SkillInstall · skills CLI | 459 | MIT | ||
| Airtable Read and write access to Airtable database schemas, tables, and records. MCP serverGitHub-verified authorLocal · npm | 456 | MIT | ||
| mssql Execute read-only SQL queries against multiple Microsoft SQL Server databases. Use when: (1) querying MSSQL/SQL Server databases, (2) exploring databa SkillInstall · skills CLI | 454 | Apache-2.0 | ||
| mysql Execute read-only SQL queries against multiple MySQL databases. Use when: (1) querying MySQL databases, (2) exploring database schemas/tables, (3) run SkillInstall · skills CLI | 454 | Apache-2.0 | ||
| postgres Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/table SkillInstall · skills CLI | 454 | Apache-2.0 | ||
| io.github.tuanle96/mcp-odoo Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com) MCP serverGitHub-verified authorLocal · PyPI | 433 | MIT | ||
| DBCode Query and explore 100+ databases through your DBCode connections. MCP serverVerified domain · dbcode.ioLocal · npm | 366 | — | ||
| us-gov-shutdown-tracker Track and analyze US government shutdown liquidity impacts by monitoring TGA (Treasury General Account), bank reserves, EFFR, and SOFR data from FRED SkillInstall · skills CLI | 329 | MIT | ||
| clickhouse-system-queries Query ClickHouse system tables to inspect query logs, monitor cluster health, check replication status, and analyze slow queries. Use when the user me SkillInstall · skills CLI | 328 | — | ||
| diagnose-clickhouse-clusters Diagnose ClickHouse cluster health and provide concrete remediation. SkillInstall · skills CLI | 328 | — | ||
| diagnose-clickhouse-errors Diagnose ClickHouse runtime query failures when the user wants database-level cause and fix guidance from an error or numeric error code, not source-c SkillInstall · skills CLI | 328 | — | ||
| optimize-clickhouse-sql Optimize slow queries, analyze SQL performance, and collect evidence for expensive workloads. SkillInstall · skills CLI | 328 | — | ||
| sql-expert Expert system for generating, validating, and optimizing ClickHouse SQL. Use this when the user needs data, queries, or analysis. SkillInstall · skills CLI | 328 | — | ||
| BankMCP™ Read-only MCP server for your own bank accounts via Enable Banking. Self-hosted, one user. MCP serverGitHub-verified authorLocal · npm | 321 | MIT | ||
| DexSQL SQL for Android APK and DEX files: classes, methods, strings, references and smali. MCP serverVerified domain · lsposed.orgLocal · MCPB | 306 | — | ||
| smart-query 智能数据库查询技能。通过SSH隧道连接线上数据库，支持自然语言转SQL、执行查询、表结构探索。当用户需要查询数据库、问数据、看表结构时使用此技能。 SkillInstall · skills CLI | 300 | — | ||
| data-analysis Guide a full data-analyst workflow from business question to recommendation. Use when the user says "analyze this data/CSV", wants EDA on a fresh data SkillInstall · skills CLI | 292 | MIT | ||
| io.github.codespar/mcp-midaz MCP server for Midaz by Lerian — self-hosted double-entry ledger: accounts, balances, transactions MCP serverGitHub-verified authorLocal · npm | 279 | MIT | ||
| dataverse Agent skills for building on, analyzing, and managing Microsoft Dataverse — with Dataverse MCP, PAC CLI, and Python SDK. PluginAnthropic marketplace | 258 | MIT | ||
| dv-admin Environment-level Dataverse administration — bulk delete, retention/archival, organization settings, OrgDB settings, recycle bin, audit, and the 37 al SkillInstall · skills CLI | 258 | MIT | ||
| dv-connect One-step setup and connection diagnostics for a Dataverse environment — installs tools, authenticates, registers MCP, writes `.env`, and verifies acti SkillInstall · skills CLI | 258 | MIT | ||
| dv-data Record-level CRUD and bulk operations — create, update, delete, upsert, CSV import, multi-table foreign-key loads, AI-generated sample data. Use when SkillInstall · skills CLI | 258 | MIT | ||
| dv-metadata Dataverse schema authoring and inspection — tables, columns, relationships, forms, and views. Use when the user wants to define, evolve, or inspect th SkillInstall · skills CLI | 258 | MIT | ||
| dv-overview Foundational cross-cutting context for Dataverse / Power Platform work — scope and the skill map, the tool-capability reference, the safety rules, and SkillInstall · skills CLI | 258 | MIT | ||
| dv-query Bulk reads, multi-page iteration, and analytics over Dataverse data. Use when the user wants to read, list, filter, aggregate, group, join, or analyze SkillInstall · skills CLI | 258 | MIT | ||
| dv-security Security-role assignment, user access, application users, business units, and admin self-elevation in Dataverse environments. Use when the user wants SkillInstall · skills CLI | 258 | MIT | ||
| dv-solution Dataverse solution lifecycle — create, export, import, promote across environments, and validate deployments. Use when the user wants to package custo SkillInstall · skills CLI | 258 | MIT | ||
| erp-sql Temporary Finance and Operations SQL access and bounded physical-table reads for unified development environments (UDEs) only, requiring the environme SkillInstall · skills CLI | 258 | MIT | ||
| erp-xpp X++ code development lifecycle for Finance and Operations — scaffold models, author classes, custom services/APIs, and data entities, install matching SkillInstall · skills CLI | 258 | MIT | ||
| jeecg-onlform JeecgBoot Online表单（cgform）全生命周期管理——通过API自动创建/编辑数据库表和表单配置， 支持单表、主子表、树表，26种控件类型，以及JS/Java/SQL增强、权限配置、数据CRUD、积木报表集成。 只要用户意图涉及「Online表单」就必须使用本技能，包括但不限于： 创 SkillInstall · skills CLI | 250 | Apache-2.0 | ||
| jeecg-portal JeecgBoot 门户（Portal）全生命周期管理——通过 API 自动创建、删除、配置门户，管理门户内的 14 种组件（轮播图、新闻动态、系统公告、流程中心、应用快捷入口、协同待办、我的计划、知识库、文本、iframe 等），动态查询数据源并填充组件内容，支持 Web 和 App 双端布局。 SkillInstall · skills CLI | 250 | Apache-2.0 | ||
| jeecg-system JeecgBoot 系统主数据查询与管理。Use when user asks to query/create/manage system master data, or says "查询角色", "查询用户", "查询部门", "查询字典", "创建字典", "创建角色", "查岗位", "查职务 SkillInstall · skills CLI | 250 | Apache-2.0 | ||
| data-agent-kit This plugin provides a specialized suite of skills for data engineers and database practitioners working on Google Cloud. It acts as an expert assista PluginAnthropic marketplace | 249 | Apache-2.0 | ||
| io.github.pgEdge/postgres-mcp Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI MCP serverGitHub-verified authorLocal · Docker | 246 | PostgreSQL | ||
| promql-cli CLI for querying Prometheus and PromQL-compatible engines (Thanos, Cortex, VictoriaMetrics, Grafana Mimir, Grafana Tempo...) — instant queries, range SkillInstall · skills CLI | 243 | MIT | ||
| io.github.ErikEJ/SqlServer.Rules Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices. MCP serverGitHub-verified authorLocal · NuGet | 242 | MIT | ||
| db-generate Generate database migrations for a Medusa module SkillInstall · skills CLI | 236 | — | ||
| db-migrate Run database migrations in Medusa SkillInstall · skills CLI | 236 | — | ||
| query-expert Master SQL and database queries across multiple systems. Generate optimized queries, analyze performance, design indexes, and troubleshoot slow querie SkillInstall · skills CLI | 233 | MIT | ||
| upgrade-cairo-contracts Upgrade Cairo smart contracts using OpenZeppelin's UpgradeableComponent on Starknet. Use when users need to: (1) make Cairo contracts upgradeable via SkillInstall · skills CLI | 224 | AGPL-3.0 | ||
| upgrade-solidity-contracts Upgrade Solidity smart contracts using OpenZeppelin proxy patterns. Use when users need to: (1) make contracts upgradeable with UUPS, Transparent, or SkillInstall · skills CLI | 224 | AGPL-3.0 | ||
| upgrade-stellar-contracts Upgrade Stellar/Soroban smart contracts using OpenZeppelin's upgradeable module. Use when users need to: (1) make Soroban contracts upgradeable via na SkillInstall · skills CLI | 224 | AGPL-3.0 | ||
| upgrade-stylus-contracts Upgrade Stylus smart contracts using OpenZeppelin proxy patterns on Arbitrum. Use when users need to: (1) make Stylus Rust contracts upgradeable with SkillInstall · skills CLI | 224 | AGPL-3.0 | ||
| csv-to-executive-report Turn a CSV of operational data (sales, usage, signups, support tickets) into a multi-page styled PDF executive report with narrative + matplotlib char SkillInstall · skills CLI | 211 | MIT | ||
| data-analyst Analyze structured data (CSV/JSON), find patterns, generate insights, and suggest visualizations. Use for data analysis tasks. SkillInstall · skills CLI | 211 | MIT | ||
| query-writing Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a data SkillInstall · skills CLI | 205 | GPL-3.0 | ||
| schema-exploration Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user a SkillInstall · skills CLI | 205 | GPL-3.0 | ||
| mongodb Official Claude plugin for MongoDB (MCP Server + Skills). Connect to databases, explore data, manage collections, optimize queries, generate reliable PluginAnthropic marketplace | 198 | Apache-2.0 | ||
| mongodb-atlas Connect to MongoDB Atlas clusters only through the Atlas Managed MCP Server. Sign in with your Atlas account to explore data, manage collections, opti PluginAnthropic marketplace | 198 | Apache-2.0 | ||
| mongodb-connection Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/r SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| mongodb-mcp-setup Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| mongodb-natural-language-querying Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use th SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| mongodb-qe-size-estimation Estimates the storage and memory impact of encrypting fields in collections with Queryable Encryption (QE) enabled. Do NOT use for collections that us SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| mongodb-query-optimizer Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: "How do I optimize this query?", "How SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| mongodb-schema-design MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performanc SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| mongodb-search-and-ai Covers everything about search in MongoDB: Atlas Search (full-text), Vector Search (semantic), and Hybrid Search. Use this skill for ANY question abou SkillInstall · skills CLI | 198 | Apache-2.0 | ||
| sql2er Use when the user wants a Chen-model ER diagram from SQL CREATE TABLE statements or DBML, wants to rearrange or clean up an existing sql2er state, wan SkillInstall · skills CLI | 194 | AGPL-3.0 | ||
| io.github.argon-lab/argon Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP. MCP serverGitHub-verified authorLocal · npm | 178 | MIT | ||
| Faucet SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake. MCP serverGitHub-verified authorLocal · npm | 174 | MIT | ||
| mysql-deadlock-analyzer Full-chain MySQL deadlock analysis. Captures InnoDB status, parses lock chains, identifies deadlock patterns (AB-BA / Gap Lock / FK), finds current lo SkillInstall · skills CLI | 173 | MIT | ||
| mysql-full-inspection-skill 对远程多实例MySQL数据库执行全方位深度巡检，覆盖基础健康、连接负载、性能慢查询、索引冗余、主从复制、容量空间、账号安全、配置风险八大维度，全自动完成巡检扫描、风险识别、问题定级、优化建议、报告归档与飞书推送，适用于生产/测试所有运行中MySQL实例常态化合规巡检。适用场景：用户要求进行 MySQ SkillInstall · skills CLI | 173 | MIT | ||
| mysql-replication-lag-resolver Replication lag root cause analysis with automated resolution workflow. Detects lag, identifies blocking queries on the master, presents KILL candidat SkillInstall · skills CLI | 173 | MIT | ||
| piglet Practical Python craftsmanship guidance based on One Python Craftsman. Use when writing, refactoring, or reviewing Python code for naming, branching, SkillInstall · skills CLI | 173 | — | ||
| mcp-deepwiki Skills for accessing and searching docs in DeepWiki/GitHub’s public code repositories can help users understand open-source project source codes, and SkillInstall · skills CLI | 166 | MIT | ||
| database-query 通过 Evotown Database MCP Proxy 对已注册的业务数据库执行只读 SQL 查询。当用户需要查 CRM、订单、报表等结构化数据时使用；禁止直连数据库或写入 SQL。 SkillInstall · skills CLI | 157 | — | ||
| explore-ml-data Explore the dataset before designing any model. Place `data_analysis/data_analysis.py` and do not execute it. Run `materialize.py` once, write `data_a SkillInstall · skills CLI | 145 | BSD-3-Clause | ||
| Kingdee K3Cloud (Cloud Galaxy) ERP Third-party open-source MCP server for Kingdee K3Cloud ERP - 101 tools, 17 domains. Unofficial. MCP serverGitHub-verified authorLocal · PyPI | 140 | MIT | ||
| GoldenAnalysis Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite. MCP serverGitHub-verified authorLocal · PyPI | 138 | MIT | ||
| GoldenMatch Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box. MCP serverGitHub-verified authorLocal · PyPI | 138 | MIT | ||
| io.github.ashishsinha1602/schemagate Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read. MCP serverGitHub-verified authorLocal · PyPI | 136 | Apache-2.0 | ||
| planetscale-autonomous-execution-mode Execute approved PlanetScale changes end-to-end without per-step approval when the operator has explicitly acknowledged the risk. Defines the risk-ack SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-best-practices-matrix A concise feature matrix for deciding which PlanetScale safety, observability, and automation recommendations apply by engine. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-change-gates-and-approval-contract Enforce explicit approval gates for any PlanetScale, database, repository, credential, network, or automation mutation. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-codebase-sqlcommenter-instrumentation Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packages and conventions. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-customer-report-template Produce the final PlanetScale best-practices report after running the inventory and relevant review skills. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-mcp-agent-operating-model Configure safe agent behavior around PlanetScale MCP, Insights, schema recommendations, and repository work without autonomous production mutation. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-postgres-safety-review Review PlanetScale Postgres for Traffic Control, query tags, roles, pg_strict, backups/PITR, private connectivity, webhooks, branches, and safe agent SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-pscale-cli-automation Use the PlanetScale CLI (pscale) from automated agents with --format json, auth check, pscale sql, and per-command --force. Run before other PlanetSca SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-query-insights-and-tags Use PlanetScale Insights and SQLCommenter-style query tags to attribute database load, identify risky queries, and prepare safe Traffic Control or sch SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-readonly-inventory Collect read-only evidence about PlanetScale org, database, branches, webhooks, backups, roles, Insights, recommendations, and traffic configuration. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-safe-orchestrator Master skill that runs the full PlanetScale safe best-practices assessment — inventory, engine review, Insights, Traffic Control, webhooks, schema rec SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-schema-recommendations-agent-loop Safely triage PlanetScale schema recommendations and turn them into reviewed branches, migrations, issues, or pull requests without applying productio SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-traffic-control-recommendations Build a safe recommendation plan for PlanetScale Postgres Database Traffic Control budgets and rules without applying them. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-vitess-safety-review Review a PlanetScale Vitess database for safe migrations, deploy requests, schema recommendations, Insights, webhooks, and operational safety. SkillInstall · skills CLI | 136 | MIT | ||
| planetscale-webhook-automation-recommendations Recommend webhook subscriptions and safe automation patterns for PlanetScale alerts, anomalies, schema recommendations, deploy requests, and agent wor SkillInstall · skills CLI | 136 | MIT | ||
| db Safe Postgres CLI. Reads DATABASE_URL from .env, runs SQL, prints JSON. Read-only by default. SkillInstall · skills CLI | 135 | MIT | ||
| mgmt-paper-causal-methods 面向中国情境的因果推断方法集，覆盖 DiD / RDD / IV / Synthetic Control / PSM 五种识别策略，提供 Stata / R / Python 三语言模板代码与中国数据/政策研究的常见陷阱与稳健性套路。当用户讨论因果推断、双重差分、断点回归、工具变量、合成控制、倾向得 SkillInstall · skills CLI | 133 | — | ||
| mgmt-paper-charts 经济学/金融学/管理学研究专用图表模板集，覆盖 12 种经管高频图表（系数图 / 事件研究 / Bin scatter / 边际效应 / 政策门槛响应 / 处理组地图 / Sankey 资金流 / 董事网络 / 政策事件时间序列 / 层次聚类热图 / 元分析森林图 / 多回归对比表），各 × Sta SkillInstall · skills CLI | 133 | — | ||
| mgmt-paper-data-cleaning CSMAR (国泰安) 数据清洗标准 SOP，覆盖高频用表 / 通用清洗规则（ST 剔除、IPO 当年剔除、金融行业处理、缺失值）/ 缩尾标准 (winsorize 1%/5%) / 公司 ID 变更追踪 / CSRC 行业代码映射 / 时间对齐 / 国内学者常见陷阱。提供 Stata / R / SkillInstall · skills CLI | 133 | — | ||
| mgmt-paper-spss 面向管理学、心理学、组织行为、营销和社会科学研究的 SPSS 分析 Skill。覆盖数据导入、变量标签、缺失值、信度 Cronbach alpha、探索性因子分析、相关、t 检验、ANOVA、线性/Logistic 回归、中介/调节、PROCESS 使用准备、表格导出和投稿前结果审查。当用户需要 S SkillInstall · skills CLI | 133 | — | ||
| mgmt-paper-tables 经济学/金融学/管理学研究专用三线表升级版，覆盖 estout (Stata) / modelsummary (R) / stargazer (Python) 三语言联动。涵盖 robust SE / clustered SE / 双向固定效应 / DiD / IV-2SLS / 描述统计 等经管高 SkillInstall · skills CLI | 133 | — | ||
| data-storyteller Analyze datasets and turn them into narrative reports with charts, audits, comparisons, and statistical summaries. Use for exploratory analysis and ex SkillInstall · skills CLI | 132 | — | ||
| financial-calculator Run loan, investment, NPV, retirement, savings, and risk calculations with schedules and charts. Use for deterministic financial modeling tasks. SkillInstall · skills CLI | 132 | — | ||
| GoSQLX SQL validation, formatting, parsing, metadata extraction, linting, and security analysis. MCP serverGitHub-verified authorRemote● Live | 124 | Apache-2.0 | ||
| io.github.tuannvm/mcp-trino MCP server for Trino distributed SQL query engine access MCP serverGitHub-verified authorLocal · MCPB | 123 | MIT | ||
| database-migrations Database migration patterns and schema versioning SkillInstall · skills CLI | 120 | MIT | ||
| maintain Use this to find out whether an existing dbt project or semantic layer (dbt, Ossie, SLayer or Cube) is correct against its warehouse, and if not, why. SkillInstall · skills CLI | 119 | Apache-2.0 | ||
| transform Use this to author and change a dbt project or a semantic layer: bootstrap a project (`transform init`), write or refactor models from staging to mart SkillInstall · skills CLI | 119 | Apache-2.0 | ||
| dataframe-polars Use this when performing DataFrame operations — including loading, filtering, joining, aggregating, transforming, or reshaping tabular data with polar SkillInstall · skills CLI | 116 | MIT | ||
| review-sql SQLクエリの正確性と安全性をレビューする SkillInstall · skills CLI | 116 | MIT | ||
| sql-analysis Use this when writing, reviewing, or modifying SQL queries — including SELECT, CTEs, joins, aggregations, window functions, and validating query corre SkillInstall · skills CLI | 116 | MIT | ||
| SAP HANA CLI 150+ SAP HANA database tools as MCP tools for AI assistants MCP serverGitHub-verified authorLocal · npm | 115 | Apache-2.0 | ||
| neon Manage your Neon projects and databases with the neon-postgres agent skill and the Neon MCP Server. PluginAnthropic marketplace | 113 | Apache-2.0 | ||
| neon-postgres Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching (including schema-on SkillInstall · skills CLI | 113 | Apache-2.0 | ||
| dart-drift Build, fix, audit, and migrate Drift persistence in Dart CLI, server-side, and non-Flutter desktop apps. Use when adding SQLite with package:drift/nat SkillInstall · skills CLI | 112 | MIT |
Filters apply to the top 400 of 1,314 tools by stars. Full list for agents: data-sql.json