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A tool or assistant to explore and debug my codebase MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

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71,608 tools. Last updated 2026-02-13 09:05

  • ask-openai

    OpenAI MCP Server

    Ask direct questions to OpenAI assistant models through MCP integration to get concise or detailed responses for Claude Desktop workflows.
    MIT

  • get_context_for_prompt

    Context Engine MCP Server

    Retrieves relevant codebase context including file summaries, code snippets, related files, and past session memories to understand features, prepare for changes, and explore unfamiliar code.

  • enhance_prompt

    Mirdan

    Improves developer prompts by adding quality requirements, codebase context, and tool recommendations to help AI coding assistants generate better structured code.

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