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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

Matching MCP tools:

Matching MCP servers:

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    Enables keyword searching within text files with configurable case sensitivity, returning matching lines with line numbers and occurrence counts.
    Last updated a month ago
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    A Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content.
    Last updated 9 months ago
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    An unofficial MCP server that provides semantic search capabilities for Hugging Face models and datasets, enabling Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.
    Last updated 6 months ago
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    MIT License
    • Apple
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    Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and XGBoost models to generate buy/sell/hold signals with risk management, portfolio comparison, and volatility analysis for various market sectors.
    Last updated 2 months ago
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    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated 7 months ago
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    • Apple
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    Enables case-insensitive keyword search within files, returning matching lines with their line numbers through a FastAPI-powered interface.
    Last updated a month ago

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