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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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12,146 servers. Last updated 2025-12-04 18:09

Matching MCP tools:

Matching MCP servers:

  • MCP Enhanced Data Retrieval System

    kalpalathika
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    quality
    Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.
    Last updated a month ago

  • Retrieval-Augmented Thinking MCP Server

    stat-guy
    A
    security
    A
    license
    A
    quality
    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    Last updated 4 months ago
    16
    MIT License
    • Apple

  • Database MCP

    swoiow
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    security
    F
    license
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    quality
    Enables interaction with MySQL and PostgreSQL databases through separate pluggable MCP servers with shared core functionality. Features optional TTL caching, bilingual prompts, and a unified gateway for managing multiple database connections.
    Last updated 4 months ago

  • mcp-server-data-exploration

    reading-plus-ai
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    security
    A
    license
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    quality
    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated 8 months ago
    2
    506
    MIT License
    • Apple

  • Database MCP Server

    EmilyThaHuman
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    security
    F
    license
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    quality
    Enables AI assistants to interact with PostgreSQL and Supabase databases through natural language. Supports secure database operations including queries, migrations, and schema management with user-provided credentials.
    Last updated 3 months ago
    1
    1

  • MCP Database Server

    chayasin
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    security
    F
    license
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    quality
    Enables AI assistants to interact with PostgreSQL databases through query execution and schema inspection, supporting multiple schemas for customer data, document management, loan systems, and asset leasing.
    Last updated 10 days ago
    • Apple

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