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"Connecting external data sources for contextual LLM calls" matching MCP servers:

  • browser-for-ai

    icueth
    A
    license
    Not graded
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    1
    MIT

  • Post For Me MCP Server

    DayMoonDevelopment
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to interact with the Post For Me API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.
    703
    1
    Apache 2.0

  • data-process-mcp

    liweipeng11
    F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that exposes an OpenAPI interface matching tool via Streamable HTTP Transport, allowing clients to match JSON against an OpenAPI specification.

  • test-data-mocking-mcp

    Charul0718
    F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that mocks payments, third-party API responses, and test data to enable QA flows for donation, checkout, SIP, and subscription pages without depending on a live gateway.

  • Treasure Data MCP Server

    knishioka
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for interacting with Treasure Data API, allowing users to retrieve database information and check server status through natural language queries.
    23

  • Pagos Data MCP Server

    ampcome-mcps
    F
    license
    B
    quality
    D
    maintenance
    Enables Claude to retrieve BIN (Bank Identification Number) data for payment cards, with options for basic or enhanced insights through the Pagos API.
    1

  • ALECS - MCP server for Akamai

    henrikaslund
    -
    license
    B
    quality
    Not graded
    maintenance
    MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.
    1
    9
    10

  • grpcmcp

    adiom-data
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that will proxy to your gRPC backends via reflection or descriptors file.
    29
    Apache 2.0

  • World of Warships Ship Data

    amxkifir
    -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables users to search, compare, and retrieve detailed information about World of Warships ships using the official Wargaming.net API. Supports filtering by nation, type, and tier with multi-language support and intelligent caching.

  • swag2mcp

    mmadfox
    A
    license
    A
    quality
    A
    maintenance
    Turn any OpenAPI/Swagger/Postman spec into an MCP server — give your LLM live access to any API.
    6
    19
    Apache 2.0

  • mcp-peek

    ed-smartass
    A
    license
    A
    quality
    A
    maintenance
    Optimizes REST API calls for AI agents by returning compact schemas instead of full responses, allowing agents to fetch only needed fields via jq masks, reducing token consumption by up to 50x.
    4
    5
    1
    MIT

  • mcp-http-request

    pavex
    F
    license
    A
    quality
    B
    maintenance
    Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compatible agents to perform GET, POST, PUT, DELETE, and other HTTP requests to any URL, including localhost and internal network addresses.
    2

  • Binance MCP Server

    ethancod1ng
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides Claude Code with seamless access to Binance exchange API functionality for market data retrieval, account management, and trading operations.
    10
    84
    32
    MIT