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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 15:58

Matching MCP tools:

Matching MCP servers:

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    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    Last updated 4 months ago
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    MIT License
    • Linux
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    A Multi-Claude Program for interacting with GitHub APIs through Claude Desktop, allowing users to search repositories, manage issues, pull requests, repository settings, workflows, and collaborators.
    Last updated 8 months ago
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    • Apple
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated a year ago
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    MIT License
    • Apple
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    This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
    Last updated 6 months ago
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    Model Context Protocol server that enables interaction with GitHub repositories, issues, pull requests, and search functionality through natural language.
    Last updated 7 months ago
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    A MCP server that provides tools for analyzing git changes and suggesting appropriate PR templates, helping automate PR-related workflows.
    Last updated 5 months ago
    MIT License

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