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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.

5,333 servers. Last updated -

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    gitlab mcp
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    An MCP server allowing Clients to interact with Xero Accounting Software
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    MIT License
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    Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities.
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    MIT License
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    An MCP server that connects Claude with Todoist for complete task and project management through natural language.
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    TypeScript
    MIT License
    • Apple
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    An MCP server that retrieves web page content using Playwright headless browser, capable of extracting main content and converting to Markdown format.
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    MIT License
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    An MCP server designed to work with FFmpeg for media processing tasks, offering enhanced performance and secure communication for handling media processing requests.
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    Automatically converts JavaScript modules into MCP-compatible servers, making any JavaScript function accessible to AI systems through secure sandboxing with automatic type inference.
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    MIT License
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    Integration project for Model Context Protocol (MCP) servers with Claude Desktop App, enabling filesystem operations, development support, and file management through natural language.
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    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.
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    Python
    MIT License
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    A Model Control Protocol (MCP) based service that allows users to query weather forecasts by coordinates and receive weather alerts for U.S. states.
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    A simple MCP server that provides a tool to fetch current weather information for cities using the Open-Meteo API, communicating through stdin/stdout.
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    A numerical calculator based on Model Context Protocol (MCP) that provides simple arithmetic operations including addition, subtraction, multiplication, division, power, square root and integer factorial calculations.
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    An MCP server that enables LLM agents to interact with the Japanese novel publishing site Kakuyomu, providing tools for searching works, retrieving episode lists, and reading content.
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    A server that enables secure interaction with remote SSH hosts through standardized MCP interface, providing functions like listing hosts, executing commands, and transferring files using native SSH tools.
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    Integrate the MCP Server for Mifos X an Open Source Core Banking Solution for Financial Institutions. Useful for managing clients, loans, savings, shares, financial transactions and generating financial reports.
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    A universal Model Context Protocol implementation that serves as a semantic layer between LLMs and 3D creative software, providing a standardized interface for interacting with various Digital Content Creation tools through a unified API.
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    Python
    Apache 2.0
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    A server that allows fetching web page content using Playwright headless browser with AI-powered capabilities for efficient information extraction.
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    MIT License
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    A server that enables AI agents to perform sophisticated knowledge discovery and analysis across Obsidian vaults through the Local REST API plugin, supporting complex multi-step workflows with advanced filtering and full content retrieval.
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    Python
    MIT License
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    A Model Context Protocol server that enables Large Language Models to interact with Git repositories through a robust API, supporting operations like repository initialization, cloning, file staging, committing, and branch management.
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    Apache 2.0
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    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
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    JavaScript
    MIT License
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    Connects creative applications like Blender and Adobe Creative Suite to AI models through the Model Context Protocol, enabling AI-driven creation, manipulation, and automation within these tools.
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    Python
    MIT License
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    An advanced Medical Care Platform server designed for accessing and analyzing clinical evidence data to support precision medicine and oncology research.
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    Python
    MIT License
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    A Model Context Protocol server that acts as a proxy to provide LLM access to Perplexica's AI-powered search engine, enabling AI assistants to perform searches with various focus modes.
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    Python
    MIT License
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    A comprehensive Model Context Protocol server providing educational resources and curriculum planning support with intelligent filtering across multiple educational APIs.
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    Python
    MIT License
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    Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
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    MIT License
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    A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.
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    Python
    MIT License
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    A Model Context Protocol server that performs comprehensive web research by combining Tavily Search and Crawl APIs to gather extensive information and provide structured JSON output tailored for LLMs to create detailed markdown documents.
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    JavaScript
    MIT License
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    A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.
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    MIT License
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    A comprehensive Model Context Protocol server providing access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools from the PubChem database.
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    JavaScript
    MIT License
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    A server that assists users in finding electronic components compatible with JLCPCB PCBA services through a searchable interface with filtering capabilities.
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    Python
    GPL 3.0