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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • Open and Async MCP Server by open-and-async

    Open and Async MCP Serverofficial

    open-and-async
    A
    license
    A
    quality
    A
    maintenance
    Enables async-first working practices by providing tools to draft decision docs, convert meetings to async artifacts, score status updates, and triage sync vs async tasks. It also offers reference tools for the Open and Async book's principles and coaching prompts.
    11
    122
    45
    Inno Setup
  • 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
  • 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
  • @kaminari-ad/mcp by kaminari-ad

    @kaminari-ad/mcpofficial

    kaminari-ad
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    license
    A
    quality
    A
    maintenance
    Lets AI agents launch scans, inspect results, manage campaigns and policies, and read alerts directly against your Kaminari Ad workspace via your API key, with 82 tools covering most of the API surface.
    98
    355
    MIT
  • Antom MCP Server by ant-intl

    Antom MCP Serverofficial

    ant-intl
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    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) compatible server that integrates Ant International's Antom payment APIs, enabling AI assistants to handle payment and refund operations seamlessly.
    5
    6
    MIT
  • sifflet-mcp by siffletdata

    sifflet-mcpofficial

    siffletdata
    A
    license
    A
    quality
    C
    maintenance
    Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.
    10
    7
    MIT
  • Thenvoi MCP Server by band-ai

    Thenvoi MCP Serverofficial

    band-ai
    A
    license
    B
    quality
    A
    maintenance
    Provides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.
    44
    MIT
  • Statistics Query and Verification MCP by ONSdigital

    Statistics Query andofficial

    ONSdigital
    F
    license
    B
    quality
    C
    maintenance
    MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.
    5
  • FlowMCP Server by FlowMCP

    FlowMCP Serverofficial

    FlowMCP
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    license
    Not graded
    quality
    D
    maintenance
    Provides LocalServer and RemoteServer implementations for running MCP servers locally via stdio or remotely via HTTP/SSE, with simple and advanced deployment options.
    1
    MIT
  • INBIO MCP Server by getinbio

    INBIO MCP Serverofficial

    getinbio
    A
    license
    Not graded
    quality
    C
    maintenance
    Official MCP server for INBIO's URL shortener with click analytics and customizable QR codes. Enables link shortening, QR code generation, and link management with optional authentication for advanced features.
    MIT
  • cas-parser-node-mcp by CASParser

    cas-parser-node-mcpofficial

    CASParser
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to interact with the Cas Parser REST API for parsing CAS statements and managing credits.
    236
    Apache 2.0
  • Redbark MCP Server by redbark-co

    Redbark MCP Serverofficial

    redbark-co
    A
    license
    Not graded
    quality
    B
    maintenance
    Connect AI agents to your Australian bank and global brokerage data — live balances, transactions, holdings, and trades over the Model Context Protocol.
    MIT
  • Parlay by parlay-run

    Parlayofficial

    parlay-run
    A
    license
    Not graded
    quality
    B
    maintenance
    Remote MCP server for prediction markets — search and compare live odds across Polymarket, Kalshi, and Limitless from Claude, ChatGPT, or Gemini. Six read-only tools, free tier available.
    6
    MIT
  • salesbuildr-mcp by wyre-technology

    salesbuildr-mcpofficial

    wyre-technology
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server for the Salesbuildr platform, providing tools to manage quotes, products, and sales operations through Salesbuildr's API.
    Apache 2.0
  • Gravatar MCP Server by Automattic

    Gravatar MCP Serverofficial

    Automattic
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides official access to Gravatar profiles, avatars, and AI-inferred interests using email addresses or profile identifiers. This server enables the retrieval of comprehensive user data and customized avatar images with various size and rating options.
    20
    3
    Mozilla Public 2.0