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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • mcp-reposkein by reposkein

    mcp-reposkeinofficial

    reposkein
    A
    license
    A
    quality
    A
    maintenance
    Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.
    8
    11
    Apache 2.0

  • dejared-mcp

    hqkh4nh
    A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server for exploring, analyzing, and decompiling Java JAR files.
    190
    4
    MIT
  • DexPaprika (CoinPaprika) by coinpaprika

    DexPaprika (CoinPaprika)official

    coinpaprika
    A
    license
    A
    quality
    B
    maintenance
    DexPaprika MCP server allows LLMs to access real-time and historical data on tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.
    17
    361
    42
    MIT

  • MCP Server for Stealth Web

    maxylev
    A
    license
    A
    quality
    A
    maintenance
    A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.
    2
    319
    2
    MIT

  • MCP Sheet Parser

    yuqie6
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server designed for AI assistants to directly process spreadsheet files, enabling them to read, display, modify, and save various table formats like CSV and Excel.
    3
    3
    MIT

  • Bilibili Mcp Server

    XZXZZX-Ai
    A
    license
    A
    quality
    A
    maintenance
    ✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀
    12
    580
    14
    GPL 3.0

  • veradata

    teodorofodocrispin-cmyk
    F
    license
    A
    quality
    B
    maintenance
    Verified Latin American data for autonomous AI agents via x402 micropayments. Sanctions screening (OFAC SDN + SARLAFT + CNBV + COAF + UAF) with EU AI Act Art.12/13 compliant hash-chain audit trail, entity enrichment (RUES/CNPJ/RFC), and real-time LATAM central bank rates including Argentina dólar blue. $0.02–$0.10 USDC per call on Base and Solana. No API key required.
    4
    1

  • audiobookshelf-mcp

    ni-c
    A
    license
    A
    quality
    A
    maintenance
    MCP server for Audiobookshelf that lets AI assistants browse libraries and manage listening progress, bookmarks, collections, and playlists.
    44
    MIT

  • MCP Health Monitor

    oaslananka
    A
    license
    A
    quality
    B
    maintenance
    Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status
    14
    12
    1
    MIT

  • homeexchange-mcp

    manganate006
    A
    license
    A
    quality
    B
    maintenance
    Interact with the HomeExchange home-swapping platform — search listings, manage your calendar and availabilities, and handle messages and exchange requests.
    52
    MIT

  • MCP Safari Server

    stevenayl
    -
    license
    A
    quality
    Not graded
    maintenance
    A server that provides AI assistants programmatic control of Safari browser on macOS for web automation, testing, and debugging.
    16
    1

  • Message MCP

    gimjin
    A
    license
    A
    quality
    C
    maintenance
    Real-time push notifications and alert sounds free you from staring at the screen. While the AI works, you can comfortably enjoy a cup of coffee.
    1
    48
    9
    TypeScript
    MIT

  • Shrimp Task Manager

    cjo4m06
    A
    license
    A
    quality
    F
    maintenance
    MCP Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
    15
    825
    2,148
    TypeScript
    MIT