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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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9,460 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • AWS Resources MCP Server

    baryhuang
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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 -
    1
    20
    MIT License
    • Linux

  • Project MCP Server

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

  • Yes or No MCP

    a-polishchuk
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    license
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    quality
    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

  • mem0 MCP Server for Project Management

    KunihiroS
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    F
    license
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    quality
    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

  • 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

  • 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

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  • A-Share MCP Server

    24mlight
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    security
    A
    license
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    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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    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 Synapse

    angrysky56
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    security
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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 Learning Project

    vishutorvi
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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 -

  • MCP Project Context Server

    aaronfeingold
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    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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    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

  • Materials Project MCP

    fair2wise
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    security
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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

  • MCP-Python

    rhabraken
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    security
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    A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.
    Last updated -

  • Local Project Sync

    Cytrogen
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    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 Creator MCP

    jackalterman
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    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

  • Python Docs Server

    AnuragRai017
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    security
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    license
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    quality
    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    Apache 2.0
    • Apple

  • Python MCP Server

    hesiod-au
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    security
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    license
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    quality
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    6
    MIT License

  • Python REPL MCP Server

    hdresearch
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    license
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    27
    MIT License

  • Project Portfolio Guide MCP Server

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

  • MCP Python Toolbox

    gianlucamazza
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    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    Last updated -
    5
    • Linux
    • Apple

  • Materials Project Platform MCP Server

    benedictdebrah
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    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 Project Orchestrator

    sparesparrow
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    security
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    license
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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

  • Python Local MCP Server

    Alec2435
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    security
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    license
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    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    Last updated -
    56
    • Apple

  • MCP Python Tutorial

    jhj0517
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    security
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    license
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    A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.
    Last updated -
    • Apple
    • Linux

  • MCP Server Diff Python

    tatn
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    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    Last updated -
    1
    7
    MIT License
    • Apple

  • MCP Server Python Template

    Cris-0k
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    security
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    license
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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.
    Last updated -
    14
    MIT License

  • MCP-JIRA-Python Server

    Kallows
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    security
    A
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    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated -
    3
    Apache 2.0
    • Apple
    • Linux

  • MCP Python Interpreter

    yzfly
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    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
    Last updated -
    9
    68
    • Linux
    • Apple

  • Python Apple MCP

    jxnl
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    security
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    quality
    A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
    Last updated -
    13
    • Apple

  • MCP Run Pythonofficial

    pydantic
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    security
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    license
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    quality
    Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
    Last updated -
    52
    MIT License