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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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5,086 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Memory Box MCP Server

    amotivv
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    Cline MCP integration that allows users to save, search, and format memories with semantic understanding, providing tools to store and retrieve information using vector embeddings for meaning-based search.
    Last updated -
    6
    1
    JavaScript
    MIT License
    • Apple

  • Omi MCP Server

    fourcolors
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    A Model Context Protocol server that enables AI assistants to interact with the Omi API for retrieving and creating conversations and memories for users.
    Last updated -
    4
    TypeScript

  • mcp-my-apple-remembers

    baryhuang
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    A simple MCP server that recalls and saves memories from and to Apple Notes.
    Last updated -
    2
    2
    Python
    MIT License
    • Apple

  • Google Search MCP Server

    hunter-arton
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    quality
    A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.
    Last updated -
    2
    1
    TypeScript

  • mcp-pdf-tools

    hanweg
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    license
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    mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdfs-ordered (merge in user spec. order) • find-related-pdfs (regex extracted text for related PDF files)
    Last updated -
    5
    19
    Python
    The Unlicense

  • mcp-server-qdrantofficial

    qdrant
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    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Last updated -
    2
    579
    Python
    Apache 2.0

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  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    security
    F
    license
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    quality
    Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
    Last updated -
    Python

  • MCP Gateway for RFK Jr Endpoints

    voitta-ai
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    security
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    license
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    A Model Context Protocol gateway that connects to RFK Jr-related endpoints, supporting both STDIO and SSE transport methods.
    Last updated -
    Python

  • basic-memory

    basicmachines-co
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    Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md
    Last updated -
    9
    755
    Python
    AGPL 3.0
    • Apple

  • Cargo Doc MCP Server

    spacemeowx2
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    A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.
    Last updated -
    3
    3
    TypeScript
    MIT License

  • Omi Memories MCP Server

    Ritesh2351235
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    A Model Context Protocol server that enables access to Omi memories from a specific user account through a tool interface.
    Last updated -
    1
    1,137
    TypeScript

  • Talk to Figma MCP

    sonnylazuardi
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    An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
    Last updated -
    19
    5,185
    3,528
    JavaScript
    MIT License
    • Apple
    • Linux

  • Cursor Talk To Figma MCP

    toiletmadarchut
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    Enables users to control the cursor in Figma through verbal commands using an agentic AI agent, streamlining the design process with a new interaction method.
    Last updated -
    19
    5,185
    1
    JavaScript

  • unichat-ts-mcp-server

    amidabuddha
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    Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required. Both STDIO and SSE transport mechanisms are supported via arguments.
    Last updated -
    1
    93
    10
    TypeScript
    MIT License
    • Apple

  • 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

  • db-mcp-tool

    wirdes
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    security
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    license
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    quality
    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated -
    9
    3
    TypeScript
    MIT License

  • MCP PostgreSQL Server

    Maxim2324
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    A server that connects to PostgreSQL databases and provides tools for safely exploring schemas, running read-only SQL queries, and performing data analysis with pre-built templates.
    Last updated -
    5
    1,137
    1
    JavaScript
    MIT License

  • MCP-researcher Server

    DaInfernalCoder
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    This TypeScript-based server implements a simple notes system using MCP concepts, enabling users to create, list, and summarize text notes through natural language prompts.
    Last updated -
    5
    109
    159
    JavaScript
    MIT License
    • Apple

  • Dev.to MCP Server

    Arindam200
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    An MCP server implementation that allows AI assistants to access, search, and interact with Dev.to content, including fetching articles, retrieving user information, and publishing new content.
    Last updated -
    10
    53
    Python
    MIT License
    • Apple

  • MCP ts-morph Refactoring Tools

    SiroSuzume
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    Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.
    Last updated -
    5
    16
    1
    TypeScript
    MIT License

  • MCP Memory Service

    doobidoo
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    security
    A
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    Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
    Last updated -
    3
    260
    Python
    MIT License
    • Linux

  • MCP Server for Agent8

    planetarium
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    security
    F
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    A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development by providing system prompts and code example search capabilities through stdio and SSE transports.
    Last updated -
    8
    TypeScript
    • Apple
    • Linux

  • mem0 Memory System

    pinkpixel-dev
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    A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.
    Last updated -
    3
    169
    52
    JavaScript
    MIT License

  • Minecraft Wiki MCP

    L3-N0X
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    Searches and queries the official minecraft wiki to answer any minecraft-related question with precision!
    Last updated -
    9
    1
    TypeScript

  • Tox Testing MCP Server

    that1guy15
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    An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
    Last updated -
    1
    4
    JavaScript

  • Talk to Figma MCP

    yhc984
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    security
    F
    license
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    quality
    Enables Cursor AI to interact with Figma designs, allowing users to read design information and programmatically modify elements through natural language commands.
    Last updated -
    TypeScript

  • Roam Research

    2b3pro
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    quality
    Provides comprehensive access to Roam Research's API functionality. This server enables AI assistants like Claude to interact with your Roam Research graph through a standardized interface.
    Last updated -
    18
    25
    38
    TypeScript
    MIT License
    • Apple

  • CTX: Context as Code (CaC) tool

    context-hub
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    CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.
    Last updated -
    95
    MIT License
    • Apple
    • Linux

  • FamilySearch MCP Server

    dulbrich
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    A Model Context Protocol server that enables AI tools like Claude or Cursor to directly interact with FamilySearch's family history data, including searching person records, viewing detailed information, and exploring ancestors and descendants.
    Last updated -
    9
    3
    TypeScript
    MIT License
    • Apple
    • Linux

  • Rijksmuseum MCP Server

    r-huijts
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    quality
    Allows you to search for artworks, retrieve detailed information about specific artworks, access image tiles for artworks, and explore user-created collections from the Rijksmuseum.
    Last updated -
    7
    12
    22
    JavaScript
    MIT License
    • Apple
    • Linux

  • OpenAPI to MCP Server

    TykTechnologies
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    security
    A
    license
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    quality
    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    47
    9
    TypeScript
    MIT License
    • Apple