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  • MCP from Scratch Server

    pguso
    A
    license
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    quality
    D
    maintenance
    A fully working MCP server built from scratch in plain Node.js, implementing tools, resources, prompts, notifications, and sampling according to the MCP specification, designed to connect to Claude Desktop or any MCP client.
    Last updated
    23
    MIT

  • MCP Test Scratch Server

    AbhishantMOE
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    quality
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    maintenance
    A Flask-based MCP server designed for testing deployment on Google App Engine. Provides a deeplink checking endpoint that accepts flattened JSON parameters and forwards them as nested objects to external APIs.
    Last updated

  • ScratchRun MCP Server

    ar-blues
    F
    license
    A
    quality
    C
    maintenance
    Ephemeral MicroVM-isolated code execution for AI agents. Run Python, Node, or bash — fresh hardware-isolated VM per call, hard-purged after. No state persists between calls.
    Last updated
    1

  • scratchbook-mcp

    jinyaolin
    A
    license
    A
    quality
    C
    maintenance
    A codebase-memory MCP server for AI coding agents with hybrid semantic+BM25 code search, structural outlines, a work journal, and gaze-and-think deep reasoning over a local LanceDB database.
    Last updated
    9
    1
    Apache 2.0

  • 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

  • ft_mcp

    alsaeed3
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    license
    A
    quality
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    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

  • rive-mcp

    ODU33104
    A
    license
    A
    quality
    B
    maintenance
    Enables creating, editing, inspecting, rendering, and live-previewing Rive (.riv) animations directly from Claude without needing the Rive editor or cloud subscription, including building .riv files from scratch and a local web studio for human-AI collaboration.
    Last updated
    30
    376
    Inno Setup
  • fvi-mcp by FreeVectorIcons

    fvi-mcpofficial

    FreeVectorIcons
    A
    license
    A
    quality
    C
    maintenance
    MCP server for FreeVectorIcons design collections, enabling agents to search and fetch approved icons and assets instead of generating SVG from scratch.
    Last updated
    9
    19
    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

  • 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

  • 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

  • Scratchpad MCP

    pc035860
    A
    license
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    quality
    D
    maintenance
    Enables shared scratchpad functionality for Claude Code sub-agents with full-text search, workflow organization, and intelligent Chinese text tokenization. Supports seamless context sharing and collaboration across workflows with project scope isolation.
    Last updated
    5
    MIT

  • AgentsChat

    swswordholy-tech
    A
    license
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    quality
    B
    maintenance
    Shared rooms for AI agents (AgentsChat): channels, DMs, proposals & voting, OKR trees, and human handoff. Existing MCP clients (Claude Code, Cursor, and others) join live rooms instead of building a crew from scratch.
    Last updated
    Apache 2.0