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97,619 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLM agents to interact with a SQLMesh project, providing model metadata, column-level lineage, plan previews, audits/tests, and environment diffs, with optional apply/run actions.
    10
    2,084 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for ReciPal's nutrition-label API that lets AI assistants read and edit recipes, ingredients, and subrecipes, including bulk operations like cloning and swapping ingredients, with safety guards for destructive actions.
    17
    21 npm
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP-compatible hosts to record, retrieve, and verify LoopGrid decision evidence through tools for decisions, reviews, actions, outcomes, and verification.
    6
    19 PyPI
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to manage CData Arc connectors, files, transactions, workspaces, and administrative actions through natural language interactions via the Arc Admin API.
    74
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables authorized DatumLabMHQ GitHub members to access the Datum data platform through MCP tools such as whoami, list_products, list_questions, ask, query, and health, without holding API keys.
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    A production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Analyzes user-authorized CSV, JSON, or XLSX comment exports locally to generate risk signals, prioritized comments, evidence-backed actions, and reports while keeping data private.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Connects agents to Consail over local stdio, providing read-only, allowlisted tools to inspect environments, catalogs, datasets, actions, and validate pipelines without exposing database credentials or secret APIs.
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    A unified backend MCP server that aggregates and filters data from external services like Zaim, GitHub, Google, and Notion, providing cross-cutting views via MCP and REST API without heavy AI inference.
    8 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A governance proxy for the DataHub MCP Server that enforces catalog metadata as policy, providing allow, redact, review, and deny outcomes for agent tool calls, and writing agent actions back into DataHub.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables CRUD operations on NocoDB tables via natural language commands, supporting table manipulation, file upload, and bulk actions.
    77 npm
    75
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for Google Tag Manager, offering tools to manage accounts, containers, workspaces, tags, triggers, and versions, with explicit confirmation for production-affecting actions.
    -