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20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,839 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server that exposes Chronova developer productivity data to AI agents. Built on the Model Context Protocol, it lets tools like Claude Desktop, Cursor, and OpenCode query your coding stats, activity, and AI-assisted coding metrics.
    4
    408 npm
    ISC
  • A
    license
    A
    quality
    C
    maintenance
    This MCP server enables database migration between heterogeneous systems (Oracle, PostgreSQL, SQL Server, Netezza to PostgreSQL or SQL Server) through AI assistants by providing tools for command preview, execution, validation, and workflow suggestions.
    6
    MIT
  • 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
    24 PyPI
    1
    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
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables LLMs to detect and anonymize over 25 types of Personally Identifiable Information (PII) using Microsoft Presidio. It supports various redaction strategies and can process both plain text and structured data to help ensure data privacy.
    10
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Deterministic MCP server for job-landing pipeline that parses CVs into validated JSON Resume, detects sections, scores parse confidence, and exposes FR/US market profiles to help beat ATS and LLM screeners honestly.
    75
    MIT
  • 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
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables agents to inspect, plan, run, and backtest alpha pipelines expressed as DAGs, with tools for table discovery, lineage, backtests, reports, and workflow authoring.
    277 PyPI
    309
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables interaction with the Civis Platform for data exploration, querying, and workflow execution. Supports schema-restricted read-only mode and tools like run_query, list_tables, and publish_html_report.
    BSD 3-Clause