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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • In Memoria

    pi22by7
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    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated -
    341
    62
    MIT License
    • Apple
    • Linux

  • Files-DB-MCP

    randomm
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    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    Last updated -
    4
    MIT License

  • 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 -
    1
    0

  • Simple Files Vector Store Server

    lishenxydlgzs
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    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    Last updated -
    10
    31
    MIT License

  • Perplexity Tool for Claude Desktop

    letsbuildagent
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    A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.
    Last updated -
    1
    4
    MIT License
    • Apple

  • mem0 MCP Server for Project Management

    KunihiroS
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    security
    F
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    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    Last updated -
    6

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  • Project MCP Server

    tejpalvirk
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    security
    F
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    quality
    Provides tools for managing project knowledge graphs, enabling structured representation of projects, tasks, milestones, resources, and team members.
    Last updated -
    6
    9
    • Apple
    • Linux

  • A Share MCP

    24mlight
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    security
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    license
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    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • Materials Project MCP

    fair2wise
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    license
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    quality
    A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.
    Last updated -
    3
    1
    BSD 3-Clause

  • All-in-One Dev

    nguyenvanduocit
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    security
    F
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    quality
    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    Last updated -
    87

  • Local Project Sync

    Cytrogen
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    security
    F
    license
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    quality
    A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.
    Last updated -
    7
    • Apple

  • Project Synapse

    angrysky56
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    An MCP server that transforms text into knowledge graphs and autonomously generates insights by combining Montague Grammar with Zettelkasten methodology.
    Last updated -
    5
    MIT License

  • MCP Tool

    PiuQiuPiaQia
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    security
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    license
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    quality
    A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.
    Last updated -
    1
    1
    • Apple

  • MCP Learning Project

    vishutorvi
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    security
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    A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.
    Last updated -

  • Project Content Server

    MaheshDoiphode
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    An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.
    Last updated -
    1
    6
    MIT License

  • A-Share MCP Server

    24mlight
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    security
    A
    license
    A
    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • Project Handoffs MCP Server

    davidorex
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    F
    license
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    quality
    Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.
    Last updated -
    8
    7

  • Project Creator MCP

    jackalterman
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    security
    F
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    quality
    Enables rapid creation of new projects from predefined templates including React, Node.js, Django, Flask, and more. Provides comprehensive project scaffolding with file system operations, template management, and command execution capabilities.
    Last updated -
    • Apple
    • Linux

  • MCP Project Orchestrator

    sparesparrow
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    security
    A
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    quality
    An MCP server that assists with the orchestration of new software projects by applying standardized templates and best practices in design patterns and software architecture.
    Last updated -
    14
    MIT License
    • Apple

  • MCP Project Context Server

    aaronfeingold
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    A
    license
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    quality
    A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.
    Last updated -
    9
    MIT License

  • Feishu Project MCP Server

    im47cn
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    security
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    quality
    Implements a Model Context Protocol server for intelligent end-to-end requirement management and development automation, integrating with Feishu project systems.
    Last updated -
    1
    2
    MIT License

  • db-mcp-tool

    wirdes
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    license
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    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated -
    9
    5
    MIT License

  • MCP Think Tool

    DannyMac180
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    security
    A
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    An MCP server that implements the 'think' tool, providing Claude with a dedicated space for structured thinking during complex problem-solving tasks to improve reasoning capabilities.
    Last updated -
    128
    MIT License
    • Linux
    • Apple

  • MCP Think Tool

    piotrpalek
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    F
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    quality
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated -
    1
    1

  • Gemini MCP Tool

    jamubc
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    license
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    quality
    A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.
    Last updated -
    6
    41,021
    1,362
    • Apple
    • Linux

  • mcp-tool-chainer

    thirdstrandstudio
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    security
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    An MCP (Model Context Protocol) server that chains calls to other MCP tools, reducing token usage by allowing sequential tool execution with result passing
    Last updated -
    109
    48
    MIT License

  • Twitter MCP Tool

    jalaj-pandey
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    security
    F
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    quality
    A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.
    Last updated -

  • MCP Think Tool Server

    cgize
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    A
    license
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    quality
    Implements Anthropic's 'think' tool for Claude, providing a dedicated space for structured reasoning during complex problem-solving tasks that improves performance in reasoning chains and policy adherence.
    Last updated -
    4
    75
    34
    MIT License

  • Project Portfolio Guide MCP Server

    wonnyboi
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    security
    F
    license
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    quality
    A Model Context Protocol server that helps collect and structure project portfolio information through a guided conversation flow.
    Last updated -

  • Materials Project Platform MCP Server

    benedictdebrah
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    security
    A
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    quality
    The Materials Project MCP Server is server that provides programmatic access to the Materials Project database. It enables LLMs, to search, analyze, and retrieve up to date materials science data.
    Last updated -
    2
    MIT License
    • Apple
    • Linux

  • mcp-tool-builder

    hanweg
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    security
    A
    license
    A
    quality
    MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).
    Last updated -
    4
    27
    The Unlicense