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"A tool or assistant to explore and debug my codebase" matching MCP servers:

  • FastMCP Development Assistant

    kongyo2
    -
    license
    A
    quality
    -
    maintenance
    Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.
    6

  • datapulse-my

    r3dz4r
    A
    license
    -
    quality
    A
    maintenance
    Trust layer for 375 Malaysian public datasets. Independent probes every 15 min, 10-status taxonomy, machine-readable licence metadata, read-only MCP. No API key.
    MIT

  • graph-tool-call

    SonAIengine
    A
    license
    A
    quality
    A
    maintenance
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    6
    16
    MIT

  • mcp-tool-poison-guard

    princeruhulofficial
    A
    license
    -
    quality
    B
    maintenance
    MCP server that detects and guards against tool poisoning and prompt injection attacks in tool descriptions and schemas. It provides risk scoring, pattern detection, safe rewriting, and audit reports with zero external API cost.
    MIT

  • ai-developer-assistant-mcp

    Abdur-Rahman-Palash
    F
    license
    -
    quality
    B
    maintenance
    Access a 24/7 AI senior developer with 26 specialized tools for the full software development lifecycle. Use tools like explain_code, debug_code, and refactor_code to analyze, debug, and optimize your codebase instantly. Deploy github_fix_issue and create_pr for seamless GitHub automation, or get ai_development_advice for architecture and career guidance.

  • CodebaseAgent-MCP

    FI-Mihej
    A
    license
    A
    quality
    A
    maintenance
    CodebaseAgent-MCP is an MCP server that uses a lightweight RAG pipeline to delegate repository analysis to a dedicated OpenAI-compatible LLM, reducing token consumption by having the primary assistant receive only the relevant findings instead of repeatedly scanning the entire codebase.
    6
    1
    Apache 2.0

  • AI List My Business

    mutamiri-sudo
    A
    license
    A
    quality
    B
    maintenance
    Country-agnostic MCP-callable directory for AI agents to find local SMBs — realtors, insurance agents, medical practitioners — by category, location, or natural-language query. Returns business catalog data and UTM-tagged booking URLs (zero PII).
    5
    MIT

  • MyWebSearch

    wtznicy
    A
    license
    -
    quality
    A
    maintenance
    Name: MyWebSearch Type: MCP Server (stdio + streamable-http/SSE) Repository: https://github.com/wtznicy/my-websearch npm: my-websearch (npx -y my-websearch@latest) Description: Multi-engine web search MCP server, CLI and local daemon — no API keys or registration required. Searches bing/baidu/csdn/juejin/sogou (domestic, no proxy needed in mainland China) and duckduckgo/exa/brave/startpage (overse
    303
    1
    Apache 2.0

  • 20-tool MCP server

    samayhuf-star
    A
    license
    -
    quality
    C
    maintenance
    20-tool MCP server - production web-intelligence API gateway exposing 10 Website Intelligence + 7 Marketing APIs as 20 MCP tools over Streamable HTTP + stdio, with pay-per-call Solana USDC payments. 20 tools: URL-to-Markdown, metadata, technology detection, contact extraction, SEO audit, SSL, DNS, sitemaps, robots.txt, Google Maps reviews, AI company/website summaries, citation checking Cloud-host
    MIT