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"Automating Testing and Debugging for LLMs in Production" matching MCP servers:

  • Debugging MCP Server

    luischang07
    F
    license
    A
    quality
    C
    maintenance
    Enables LLMs to automatically diagnose coding errors through codebase search, test execution, and live debugger integration (DAP/V8 CDP). Provides a secure, policy-gated environment for investigating failures while preventing destructive operations.
    Last updated
    9

  • gdb and rr Debugging

    schuay
    A
    license
    -
    quality
    C
    maintenance
    MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.
    Last updated
    34
    3
    MIT

  • Error Debugging MCP Server

    firozanam
    A
    license
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    quality
    C
    maintenance
    Provides intelligent error detection and debugging capabilities across multiple programming languages with real-time monitoring of build, lint, runtime, console, and test errors. Offers AI-enhanced error analysis with automated resolution suggestions and context-aware debugging.
    Last updated
    MIT

  • llms-mcp

    druellan
    A
    license
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    quality
    C
    maintenance
    An MCP server that exposes the llms.txt file and its referenced local or external resources from a project root to provide context for AI models. It automatically parses documentation links and URLs to make them accessible as additional MCP resources.
    Last updated
    1
    MIT

  • API Testing MCP

    cocaxcode
    A
    license
    A
    quality
    C
    maintenance
    A lightweight, local-first MCP server for executing HTTP requests and managing API collections and environments without cloud dependencies. It enables testing APIs, handling authentication, and importing OpenAPI specifications directly within MCP-compatible workflows.
    Last updated
    42
    222
    2
    MIT

  • All-in-MCP

    isomoes
    A
    license
    C
    quality
    B
    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    Last updated
    7
    2
    MIT

  • llms-txt-mcp

    tenequm
    A
    license
    -
    quality
    B
    maintenance
    Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.
    Last updated
    3
    MIT

  • Realty In Au MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    C
    maintenance
    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    Last updated
    13
    MIT

  • Realty In Ca1 MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    C
    maintenance
    Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.
    Last updated
    MIT

  • MCP Production

    Riteshpcs1994
    A
    license
    -
    quality
    C
    maintenance
    A production-ready MCP server that integrates OpenAI with FastAPI and Redis to provide streaming agentic chat capabilities and session memory. It features built-in tools for weather, calculations, and Wikipedia searches while supporting enterprise-grade features like rate limiting and structured logging.
    Last updated
    MIT