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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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10,488 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Server for Splunk

    deslicer
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    quality
    Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.
    Last updated -
    16
    Apache 2.0
    • Apple
    • Linux

  • autonomous-frontend-browser-tools

    Winds-AI
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    license
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    quality
    Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.
    Last updated -
    8
    24
    10
    MIT License

  • MCP Server for Cirro Data

    NorahZager
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    security
    F
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    This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
    Last updated -

  • claude-debugs-for-you

    jasonjmcghee
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    security
    A
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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 -
    433
    MIT License
    • Apple

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  • MCP Server for Google Search

    mcp-for-dev
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    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    4
    1
    • Apple

  • MCP Server for Intercom

    raoulbia-ai
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    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    Apache 2.0
    • Linux

  • MCP Server For Local

    Dreamboat-Rachel
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    security
    A
    license
    A
    quality
    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated -
    1
    14
    Apache 2.0
    • Linux
    • Apple

  • mem0 MCP Server for Project Management

    KunihiroS
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    security
    F
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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

  • MCP Frontend Testing Server

    StudentOfJS
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    quality
    Provides tools for frontend testing including code analysis, test generation, test execution, and React component testing for Jest and Cypress frameworks.
    Last updated -
    4
    24
    MIT License

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
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    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    9
    MIT License

  • papersgpt-for-zotero

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    The fastest responding MCP server connecting to Zotero. It supports BM25 full-text search of document title, author, tags, abstract, notes, annotation and collection.

  • BC Data Catalogue API MCP Server

    ag2-mcp-servers
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    security
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    An MCP Server that enables interaction with the British Columbia Data Catalogue API, allowing users to access and manage data catalogue resources through natural language commands.
    Last updated -

  • MCP Server for eBay Marketing API

    qingyun-wu
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    security
    F
    license
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    quality
    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 -

  • Frontend Review MCP

    zueai
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    security
    F
    license
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    quality
    An MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.
    Last updated -
    1
    6
    30

  • Total Development Toolkit MCP

    su-record
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    security
    F
    license
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    quality
    An all-in-one development toolkit that integrates 10 popular MCPs with comprehensive features for solo developers, supporting frontend, backend, mobile development, database management, testing, and deployment automation.
    Last updated -

  • FastMCP Development Assistant

    kongyo2
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    security
    A
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    quality
    Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.
    Last updated -
    6
    MIT License

  • Documentation MCP Server

    sagacious-satadru
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    security
    F
    license
    A
    quality
    A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.
    Last updated -
    1
    3

  • MCP Documentation Server

    mahawi1992
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    security
    F
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    quality
    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    Last updated -
    10

  • MCP Server for Google Cloud Healthcare API

    Kartha-AI
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    A
    license
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    quality
    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
    5
    MIT License
    • Apple

  • For Five Coffee MCP Server

    Kong
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    security
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    quality
    Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.
    Last updated -
    4

  • Integrated Development MCP

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    A comprehensive toolkit that consolidates over 40 development tools into a single MCP, enabling unified management of frontend, backend, mobile development, GitHub repositories, and database operations.

  • Data Labeling MCP Server

    ag2-mcp-servers
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    An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.
    Last updated -

  • Amplify Data API MCP Server

    dbsmith7491
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    security
    F
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    This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.
    Last updated -
    3

  • Documentation Search MCP Server

    anton-prosterity
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    security
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    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    22
    6
    MIT License
    • Apple

  • Appwrite MCP Serverofficial

    appwrite
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    security
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    Enables interaction with Appwrite's backend services through natural language. Provides tools to manage databases, users, functions, teams, storage, and other Appwrite project resources via API integration.
    Last updated -
    58
    MIT License
    • Linux
    • Apple

  • Prompt-Optimizer-MCP-for-LLMs

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    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.

  • AI Development Pipeline MCP

    theburgerllc
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    security
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    A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.
    Last updated -
    7
    MIT License
    • Linux
    • Apple

  • OpenTelemetry Documentation MCP Server

    ryu1maniwa
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    security
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    Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
    Last updated -
    2
    3
    Apache 2.0

  • AWS Documentation MCP Server

    daniel-levesque
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    security
    A
    license
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    quality
    Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.
    Last updated -
    3
    Apache 2.0

  • Frontend Review MCP

    fefergrgrgrg
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    security
    A
    license
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    quality
    An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.
    Last updated -
    1
    6
    15
    GPL 2.0