Automating Testing and Debugging for LLMs in Production MCP servers

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

• Error Debugging MCP Server

  firozanam

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  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 7 months ago

  MIT License

• In Memoria

  pi22by7

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  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated a month ago

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  MIT License

• Poke MCP Production Server

  patrickcarmichael

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  A production-ready Pokémon MCP server that enables users to get comprehensive Pokémon information and simulate realistic turn-based battles. Features enterprise-grade authentication, monitoring, rate limiting, and serverless deployment capabilities.

  Last updated 3 months ago

  MIT License

• llms-mcp

  druellan

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  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 7 months ago

  1

  MIT License

• MCP Testing Assistant

  mcpassistant

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  Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.

  Last updated 5 months ago

• Prompt-Optimizer-MCP-for-LLMs

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  A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.