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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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12,061 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Guide

    switchblxdee
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    security
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    quality
    A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.
    Last updated -
    8
    MIT License

  • MCP-Guide

    qpd-v
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    security
    A
    license
    A
    quality
    A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.
    Last updated -
    3
    21
    62
    Apache 2.0

  • Constrained Optimization MCP Server

    Sharmarajnish
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    security
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    license
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    quality
    Enables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.
    Last updated -
    5
    2
    Apache 2.0

  • Engine-MCP

    galacean
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    security
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    license
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    quality
    A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
    Last updated -

  • SEO Review Tools - MCP serverofficial

    SEO-Review-Tools
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    security
    F
    license
    A
    quality
    Get access to real-time SEO data, including: keyword insights, backlink data, traffic estimates and more. Allow AI tools and Large Language Models (LLMs) to tap into the real-time SEO Review Tools API with natural language commands.
    Last updated -
    8
    3
    3

  • Etsy SEO Generator

    semihbugrasezer
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    security
    A
    license
    A
    quality
    Generates complete SEO-optimized Etsy product listings including titles, descriptions, tags, and pricing suggestions. Helps Etsy sellers create compelling listings that rank higher in search results and save hours of manual work.
    Last updated -
    1
    165
    2
    MIT License
    • Apple

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