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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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9,482 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Industrial MCP Server

    intecrel
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    security
    F
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    quality
    Enables AI assistants to monitor and interact with industrial systems, providing real-time system health monitoring, operational data analytics, and equipment maintenance tracking. Built with Next.js and designed for industrial automation environments.
    Last updated -
    • Apple

  • Dual MCP Server for IoT & Memory

    jordy33
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    security
    F
    license
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    Provides two Model Context Protocol servers that enable controlling IoT devices and managing persistent memory storage with semantic search capabilities.
    Last updated -
    2

  • Cloud IoT API MCP Server

    ag2-mcp-servers
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    security
    F
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    A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language.
    Last updated -

  • Yes or No MCP

    a-polishchuk
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    security
    F
    license
    A
    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

  • Real Estate MCP Server

    agentic-ops
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    security
    F
    license
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    quality
    A comprehensive Model Context Protocol server for real estate data management that provides tools and resources for property listings, agent management, market analysis, client relationships, and area intelligence.
    Last updated -
    10

  • Real Estate MCP Server

    klappe-pm
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    security
    A
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    quality
    Enables real estate property searches with location and criteria filtering, plus comprehensive mortgage calculations including monthly payments and affordability analysis. Currently uses mock data for property searches but provides full mortgage calculation functionality.
    Last updated -
    MIT License
    • Apple

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  • Jira Assets MCP Server by CDataofficial

    CDataSoftware
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    security
    A
    license
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    quality
    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Jira Assets (beta): https://www.cdata.com/download/download.aspx?sku=KNZK-V&type=beta
    Last updated -
    MIT License
    • Apple
    • Linux

  • A Share MCP

    24mlight
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    security
    A
    license
    A
    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

  • With-MCP

    janwilmake
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    security
    A
    license
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    quality
    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    302
    34
    MIT License

  • Real-Time Bidding MCP Server

    ag2-mcp-servers
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    An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google's Real-Time Bidding API, enabling programmatic interactions with RTB functionalities through natural language.
    Last updated -

  • Puppeteer Real Browser MCP Server

    withLinda
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    security
    F
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    quality
    A Model Context Protocol server that enables AI assistants to control a real web browser with stealth capabilities, avoiding bot detection while performing tasks like clicking, filling forms, taking screenshots, and extracting data.
    Last updated -
    51
    10
    • Apple
    • Linux

  • A-Share MCP Server

    24mlight
    A
    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

  • Real Estate Data MCP Server by BatchData

    zellerhaus
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    security
    A
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    quality
    A Model Context Protocol server that provides access to property data, address verification, skip tracing, geocoding, and advanced property search capabilities through BatchData.io's APIs.
    Last updated -
    20
    TypeScript
    MIT License
    • Apple
    • Linux

  • Log Analyzer with MCPofficial

    awslabs
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    security
    A
    license
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    quality
    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    Last updated -
    126
    Apache 2.0

  • IntelliGlow

    shree-bd
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    security
    F
    license
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    quality
    A Model Context Protocol (MCP) server that allows AI assistants like Claude to control real smart bulbs via UDP network communication, featuring voice commands, AI reasoning, and direct hardware control.
    Last updated -
    1

  • Google OR-Tools server

    Jacck
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    security
    A
    license
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    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated -
    14
    MIT License
    • Apple

  • MCP Server for Splunk

    deslicer
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    security
    A
    license
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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 -
    12
    Apache 2.0
    • Apple
    • Linux

  • claude-debugs-for-you

    jasonjmcghee
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    security
    A
    license
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    quality
    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 -
    427
    MIT License
    • Apple

  • MCP Platform

    jck411
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    security
    F
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    quality
    High-performance Model Context Protocol server supporting multiple LLM providers (OpenRouter, OpenAI, Groq) with WebSocket API and conversation history persistence.
    Last updated -

  • mem0 MCP Server for Project Management

    KunihiroS
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    security
    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

  • PostgreSQL MCP Server with GitHub OAuth

    coleam00
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    security
    A
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    An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.
    Last updated -
    234
    MIT License

  • MCP Server For Local

    Dreamboat-Rachel
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    security
    A
    license
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    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
    13
    Apache 2.0
    • Linux
    • Apple

  • MCP Server for Intercom

    raoulbia-ai
    A
    security
    A
    license
    A
    quality
    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 Google Search

    mcp-for-dev
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    security
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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
    7
    1
    • Apple

  • SSE MCP Server with JWT Authentication

    anisirji
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    security
    F
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    quality
    A Model Context Protocol server that exposes multiple AI tools over SSE transport with JWT-based secure authentication, allowing for dynamic tool registration and session management.
    Last updated -
    8,148
    4

  • Context Engineering MCP Platform

    ShunsukeHayashi
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    security
    A
    license
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    quality
    A development platform that helps AI developers optimize prompts through intelligent context management, providing tools for analysis, optimization, and template management to reduce costs and improve AI response quality.
    Last updated -
    24
    MIT License

  • Context Engineering MCP Platform

    devsully
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    security
    A
    license
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    quality
    A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.
    Last updated -
    MIT License

  • MCP Agent Platform

    rolenet
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    security
    A
    license
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    quality
    A multi-agent human-computer interaction system that enables natural interaction through integrated visual recognition, speech recognition, and speech synthesis capabilities.
    Last updated -
    19
    Apache 2.0
    • Linux
    • Apple

  • Magic Component Platform

    oyasimi1209
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    security
    F
    license
    A
    quality
    AI-driven tool that helps developers create beautiful UI components instantly through natural language descriptions, integrating with popular IDEs like Cursor, Windsurf, and VSCode.
    Last updated -
    3
    2

  • Prompt-Optimizer-MCP-for-LLMs

    Mahad-007
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    security
    A
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    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
    Last updated -
    MIT License

  • MCP AI Service Platform

    dkb12138ggg
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    security
    A
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    quality
    A powerful AI service platform that provides complete MCP tool calling capabilities and RAG knowledge base functionality, enabling users to connect to multiple MCP servers and perform intelligent document search.
    Last updated -
    Apache 2.0

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
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    security
    A
    license
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    quality
    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