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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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6,030 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Atom-of-thoughts

    kbsooo
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    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    Last updated -
    3
    25
    JavaScript
    MIT License
    • Apple
    • Linux

  • claude-debugs-for-you

    jasonjmcghee
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    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    331
    TypeScript
    MIT License
    • Apple

  • MCP Server for Google Cloud Healthcare API

    Kartha-AI
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    MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
    Last updated -
    15
    3
    JavaScript
    MIT License
    • Apple

  • MCP-wolfram-alpha

    SecretiveShell
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    Connect your chat repl to wolfram alpha computational intelligence
    Last updated -
    1
    18
    Python
    MIT License

  • Vibe Check MCP

    PV-Bhat
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    A metacognitive pattern interrupt system that helps prevent AI assistants from overcomplicated reasoning paths by providing external validation, simplification guidance, and learning mechanisms.
    Last updated -
    3
    65
    TypeScript
    MIT License
    • Apple

  • Yes or No MCP

    a-polishchuk
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    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated -
    TypeScript

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  • MCP Server Template for Cursor IDE

    jankowtf
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    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    Last updated -
    11
    2
    Python
    MIT License
    • Apple
    • Linux

  • MCP Server for Unity

    zabaglione
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    A Model Context Protocol server that enables Claude to interact directly with Unity projects, providing tools for script creation, asset management, and project building.
    Last updated -
    59
    6
    TypeScript
    MIT License
    • Linux
    • Apple

  • mcp-search-linkup

    LinkupPlatform
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    Give Claude access to real-time knowledge and premium content. Get rid of Claude's cutoff data and transform Claude's responses with current events, and trusted, premium sources through Linkup's powerful search capability.
    Last updated -
    1
    34
    Python
    MIT License

  • MCP Server for Vertex AI Search

    ubie-oss
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    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated -
    18
    Python
    Apache 2.0

  • MCP Server for Dify AI

    yuru-sha
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    Enables LLMs to interact with Dify AI's chat completion API, including conversation context support and a restaurant recommendation tool.
    Last updated -
    10
    JavaScript
    MIT License

  • MCP Server for FTP/SSH

    vini1994
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    Allows users to connect to and manipulate files on FTP, SFTP, and SSH servers directly from Cursor AI, facilitating WordPress hosting and remote server management.
    Last updated -
    JavaScript

  • Gemini Thinking Server

    bartekke8it56w2
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    An MCP server implementation that leverages Google's Gemini API to provide analytical problem-solving capabilities through sequential thinking steps without code generation.
    Last updated -
    1
    14
    JavaScript

  • Raindrop.io

    adeze
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    MCP Server for accessing Raindrop.io bookmark manager.
    Last updated -
    37
    177
    28
    TypeScript
    MIT License

  • MCP Server for Microsoft Business Central

    ZAPACEIG
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    Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.
    Last updated -
    Python

  • Vertex AI MCP Server

    shariqriazz
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    Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
    Last updated -
    20
    172
    50
    TypeScript
    MIT License
    • Linux
    • Apple

  • ALECS - MCP server for Akamai

    acedergren
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    MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.
    Last updated -
    3
    TypeScript
    MIT License

  • Glean MCP Server

    gleanwork
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    A Model Context Protocol server that provides AI assistants with access to Glean's enterprise knowledge features, including content search, people directory, and AI chat capabilities.
    Last updated -
    3
    525
    36
    TypeScript
    MIT License

  • MCPfinder Server

    mcpfinder
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    Enables AI assistants to discover, retrieve details about, and manage MCP (Model Context Protocol) servers that provide additional tools and capabilities on demand.
    Last updated -
    4
    724
    1
    JavaScript
    AGPL 3.0
    • Linux
    • Apple

  • CO2 Sensor MCP Server

    kmwebnet
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    A Node.js application that provides a JSON-RPC interface to interact with CO2 sensor data, working in both simulation mode and with real Raspberry Pi Pico hardware connections.
    Last updated -
    JavaScript

  • GitLab MCP for Code Review

    mehmetakinn
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    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    3
    Python
    MIT License
    • Linux
    • Apple

  • MCP Server for Apache Airflow

    tomnagengast
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    Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.
    Last updated -
    JavaScript
    MIT License

  • MCP Server for MySQL

    benborla
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    A Model Context Protocol server that provides read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.
    Last updated -
    5,426
    418
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP Server for eBay Marketing API

    qingyun-wu
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    An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with eBay's Sell Marketing API through natural language, auto-generated using AG2's MCP builder.
    Last updated -
    Python

  • Remote MCP Server for Cloudflare

    bobwares
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    A deployable server that implements the Model Context Protocol (MCP) on Cloudflare Workers, enabling integration of custom tools with AI assistants like Claude without requiring authentication.
    Last updated -
    TypeScript

  • WeCom Bot MCP Server

    loonghao
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    A server for sending messages via WeCom bots using FastMCP, supporting asynchronous communication and message tracking through webhooks.
    Last updated -
    3
    40
    Python
    MIT License
    • Linux
    • Apple

  • MCP Memory

    ddkang1
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    An MCP server implementing memory solutions for data-rich applications using HippoRAG for efficient knowledge graph capabilities, enabling search across multiple sources including uploaded files.
    Last updated -
    Python
    MIT License

  • Filesystem MCP Server

    rawr-ai
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    Node.js server implementing Model Context Protocol (MCP) for filesystem operations with comprehensive permission controls, allowing secure file and directory manipulation with granular access restrictions.
    Last updated -
    21
    44,360
    3
    TypeScript
    • Linux
    • Apple

  • Valyu MCP Server

    valyu-network
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    A Model Context Protocol server that provides LLMs with access to Valyu's knowledge retrieval and feedback APIs for searching proprietary/web sources and submitting transaction feedback.
    Last updated -
    2
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCTS MCP Server

    angrysky56
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    A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tree Search algorithms for deep, explorative analysis of topics, questions, or text inputs.
    Last updated -
    6
    3
    Python
    MIT License
    • Apple
    • Linux