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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.

12,146 servers. Last updated 2025-12-04 15:11
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    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Last updated 4 months ago
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    1,093
    Apache 2.0
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    A Model Context Protocol server that allows Large Language Models to interact with Astra DB databases, providing tools for managing collections and records through natural language commands.
    Last updated 10 days ago
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    Apache 2.0
    • Apple
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    Enables AI-powered analysis of Ethereum blockchain data through semantic search, natural language queries, and structured filtering. Provides comprehensive access to addresses, transactions, blocks, tokens, and smart contracts with real-time blockchain intelligence.
    Last updated 3 months ago
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    MIT License
    • Apple
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    A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.
    Last updated 7 months ago
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    Apache 2.0
    • Apple
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    Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
    Last updated 6 months ago
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    MIT License
    • Apple
    • Linux

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