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"Open source MCP (Model Context Protocol) implementations" matching MCP servers:

  • TradeMemory Protocol

    mnemox-ai
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides AI trading agents with persistent, outcome-weighted memory to learn from historical performance and detect behavioral biases. It enables agents to automatically adjust strategies and optimize position sizing based on context-aware recall of past trade outcomes.
    20
    1,408
    MIT
  • Hong Kong Open Data MCP Server by mcp-open-data-hk

    Hong Kong Open Data MCP Serverofficial

    mcp-open-data-hk
    A
    license
    A
    quality
    C
    maintenance
    Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
    8
    5
    MIT

  • lutris-source-mcp

    revelri
    A
    license
    B
    quality
    C
    maintenance
    Closes the find-download-install loop for lutris-mcp by searching Prowlarr, downloading via qBittorrent, polling until complete, classifying the result, and returning a path for installation.
    5
    MIT

  • personal-context

    amr05008
    F
    license
    A
    quality
    B
    maintenance
    Enables LLMs to access a user's personal writing context—voice, style, opinions, expertise, projects, and communication patterns—via curated markdown files, helping the LLM match the user's voice when generating written content.
    2
    3

  • Open Godot MCP

    masteryee-labs
    A
    license
    B
    quality
    A
    maintenance
    MCP server for Godot Engine enabling AI to autonomously develop, test, and debug games with deterministic playtesting, multiplayer testing, DAP debugging, LSP integration, and token efficiency.
    31
    10
    MIT

  • Open Ai21 MCP Server

    BACH-AI-Tools
    A
    license
    D
    quality
    D
    maintenance
    Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3, Llama 3), text-to-image generation, image background removal, text-to-speech, question answering, and text summarization capabilities.
    13
    MIT

  • mint-protocol

    FoundryNet
    F
    license
    A
    quality
    A
    maintenance
    Universal work attestation for autonomous agents. Register any AI agent or machine with persistent cryptographic identity, attest completed work with tamper-evident on-chain records, and query trust scores. The reputation layer for the agent economy. 3 MCP tools over SSE. Settled on Solana.
    11
    2

  • Context+

    forloopcodes
    A
    license
    A
    quality
    B
    maintenance
    Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.
    17
    2,997
    1,969
    MIT

  • Open Reach

    abangbroy
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for out-of-home (OOH) site-reachability tooling that provides geospatial catchment scoring and multi-site comparison for billboard/ad-site evaluation using open data.
    7
    MIT
  • TapTap Open API MCP Server by taptap

    TapTap Open API MCP Serverofficial

    taptap
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to manage TapTap minigames and H5 games, including leaderboards, sharing, multiplayer, cloud saves, and game DC data query, with zero-config OAuth 2.0 authentication.
    52
    338
    26
    MIT

  • US Government Open Data MCP

    lzinga
    A
    license
    A
    quality
    A
    maintenance
    MCP server + TypeScript SDK for 36 U.S. government data APIs — 188 tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and more. Works with VS Code Copilot, Claude Desktop, Cursor.
    100
    110
    108
    MIT
  • Source Parts MCP Server by SourceParts

    Source Parts MCP Serverofficial

    SourceParts
    A
    license
    B
    quality
    A
    maintenance
    Enables Claude to search and manage electronic components, PCB parts, and manufacturing services through direct access to the Source Parts API. Provides comprehensive product search, pricing, inventory checking, and parametric filtering capabilities for electronics procurement.
    100
    1
    Apache 2.0

  • Out of Context

    HJeon139
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for managing contextual data as markdown files with metadata, enabling agents to save, retrieve, search, and delete contexts using simple CRUD operations.
    5
    Apache 2.0