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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:

  • storybook-mcp

    mcpland
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    A Model Context Protocol (MCP) server for Storybook.
    Last updated -
    75
    12
    MIT License

  • Storybook MCP Server

    m-yoshiro
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    A Model Context Protocol server that integrates with Storybook to help AI tools query UI components and retrieve usage examples from static Storybook files.
    Last updated -
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    75
    20
    MIT License

  • storybook-mcp

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    Help agents automatically write and test stories for your UI components.

  • PRIMS – Python Runtime Interpreter MCP Server

    hileamlakB
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    Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.
    Last updated -
    16
    MIT License

  • Encoding DevOps MCP Server

    PatrickKalkman
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    AI-powered assistant that connects Claude to video encoding workflows, translating cryptic errors into plain English and providing actionable solutions for troubleshooting encoding jobs.
    Last updated -
    1
    MIT License

  • PRIMS

    hileamlakB
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    PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.
    Last updated -
    16
    MIT License

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  • Safe Local Python Executor/Interpreter

    maxim-saplin
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    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    Last updated -
    1
    32
    MIT License
    • Apple

  • Tribal Knowledge Service

    agentience
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    An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
    Last updated -
    6
    6
    MIT License
    • Apple

  • mcpxcodebuild

    ShenghaiWang
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    🍎 Build iOS Xcode workspace/project and feed back errors to llm.
    Last updated -
    2
    73
    MIT License
    • Apple

  • cert-manager-mcp-server

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    MCP server for management and troubleshooting of certificates and other resources managed by kubernetes cert-manager.

  • MCP Design System Extractor

    freema
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    Server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.
    Last updated -
    8
    8
    24
    MIT License

  • Altary MCP Server

    altary-app
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    Enables Claude to integrate with Altary error management service for retrieving, analyzing, and completing errors directly within the IDE. Supports project management, AI-powered error analysis, and automated completion of similar errors through similarity detection.
    Last updated -

  • GitHub Support Assistant

    Jake-Mok-Nelson
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    Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.
    Last updated -
    1
    2
    MIT License
    • Apple

  • AWS Knowledge Base Retrieval MCP Server

    sammcj
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    An MCP server that enables users to retrieve information from AWS Knowledge Bases using RAG (Retrieval-Augmented Generation) via Bedrock Agent Runtime.
    Last updated -
    1
    304

  • GenAIScriptofficial

    microsoft
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    GenAIScript is a JavaScript runtime dedicated to build relaible, automatable LLM scripts. Every GenAIScript can be exposed as a MCP server automatically.
    Last updated -
    43
    2,793
    MIT License
    • Linux
    • Apple

  • Wireshark MCP Server

    mixelpixx
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    Provides AI assistants with direct access to Wireshark network analysis capabilities, enabling AI-powered network troubleshooting, packet analysis, and network monitoring through a secure interface.
    Last updated -
    3
    MIT License
    • Linux
    • Apple

  • Brummer MCP Server

    standardbeagle
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    Allows external tools (VSCode, Claude Code, etc.) to access log output and errors, execute commands asynchronously, and monitor process status.
    Last updated -
    0
    • Linux
    • Apple

  • Genesis MCP Server

    dustland
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    A Model Context Protocol (MCP) server for running Genesis World simulations with integrated visualization support, using stdio transport to enable local runtime visualization features.
    Last updated -
    3
    MIT License
    • Linux
    • Apple

  • Dropbox MCP Server

    amgadabdelhafez
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    Enables interaction with Dropbox through the Model Context Protocol, providing tools for file management, uploads, downloads, deletion, and token updates with secure runtime authentication.
    Last updated -
    4
    18
    MIT License

  • Honeybadger MCP Server

    vishalzambre
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    Integrates Honeybadger error tracking with Cursor IDE, allowing developers to fetch, analyze, and troubleshoot application errors directly from their development environment.
    Last updated -
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    6

  • SharkMCP

    kriztalz
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    A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.
    Last updated -
    4
    21
    MIT License
    • Apple
    • Linux

  • MCP Prompts Server

    sparesparrow
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    Enables creation, management, and templating of prompts through a simplified SOLID architecture, allowing users to organize prompts by category and fill in templates at runtime.
    Last updated -
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    77
    • Apple
    • Linux

  • Bun SSE Transport for MCP

    tigranbs
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    Enables real-time communication between client and server using Server-Sent Events (SSE) for the Model Context Protocol, specifically built for the Bun JavaScript runtime.
    Last updated -
    11

  • Swagger MCP

    IAGeneration
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    Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracting swagger.json files at runtime. Enables natural language interaction with any REST API that has Swagger documentation.
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  • Observe MCP Server

    rustomax
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    A Model Context Protocol server that provides access to Observe API functionality, enabling LLMs to execute OPAL queries, manage datasets/monitors, and leverage vector search for documentation and troubleshooting runbooks.
    Last updated -
    1
    GPL 3.0

  • Second Opinion MCP Server

    PoliTwit1984
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    Provides AI-powered assistance for coding problems using Google's Gemini AI, combined with Perplexity insights and Stack Overflow references, facilitating contextual analysis and automatic response archiving for improved troubleshooting.
    Last updated -
    13

  • MCP Log Analyzer

    Tushar-Shrivastava
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    An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.
    Last updated -
    1
    MIT License

  • Unity-MCP

    TSavo
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    A bridge between Unity and AI assistants that enables AI to interact with Unity game environments through a standardized interface for code execution, scene analysis, and runtime debugging.
    Last updated -
    3
    10
    3
    MIT License

  • Raworc MCP Server

    harshapalnati
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    Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.
    Last updated -
    MIT License

  • Observe Community MCP Server

    rustomax
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    Enables interaction with the Observe platform through OPAL query execution, worksheet data export, dataset management, and monitor operations. Provides AI-powered troubleshooting assistance through vector search across documentation and specialized runbooks.
    Last updated -
    1
    GPL 3.0

  • Policy Troubleshooter API MCP Server

    ag2-mcp-servers
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    An MCP server that provides natural language interaction with Google's Policy Troubleshooter API, allowing users to troubleshoot access denied errors and analyze IAM policies.
    Last updated -