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  • ft_mcp

    alsaeed3
    A
    license
    A
    quality
    C
    maintenance
    A Python MCP server implemented from scratch, providing tool execution capabilities like system time and file hashing via stdio or HTTP transport.
    Last updated
    2
    MIT

  • VOCALOID MCP

    N0zoM1z0
    F
    license
    B
    quality
    B
    maintenance
    Enables coding agents to compose, tune, render, mix, and audit native VOCALOID3/4 projects from scratch, acting as a production bridge between intent and finished song.
    Last updated
    22

  • superwireless

    TianLin0509
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to validate wireless communication ideas by providing standardized channel instances and physical measurements through MCP, eliminating the need to write simulations from scratch.
    Last updated
    28
    2
    MIT

  • DagPipe Pipeline Generator

    devilsfave
    A
    license
    A
    quality
    C
    maintenance
    Generates crash-proof Python LLM pipelines from plain English descriptions. Pipelines resume from the last successful node after a crash instead of restarting from scratch. IProvider-agnostic , works with Groq, Gemini, Ollama, OpenAI, or any Python callable. Zero infrastructure, runs entirely on free-tier APIs.
    Last updated
    1
    3
    MIT

  • CogniRepo

    ashlesh-t
    A
    license
    A
    quality
    A
    maintenance
    MCP server providing persistent memory and context for AI tools, including semantic memory, knowledge graph, and session history to avoid starting from scratch in every conversation.
    Last updated
    34
    14
    MIT

  • Fifth Elephant MCP Server

    chaitanyaatlan
    F
    license
    B
    quality
    D
    maintenance
    A demonstration MCP server providing basic tools for returning greetings and performing mathematical addition. It serves as a practical workshop guide for setting up and configuring Model Context Protocol servers from scratch using Python.
    Last updated
    2
    4