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Indexing a codebase for accessible contextual queries MCP tools

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

66,638 tools. Last updated 2026-01-30 03:34
  • Index a repository to enable searchable queries across its codebase, making it accessible for future analysis and information retrieval.
    Python
    MIT License
  • Crawl and extract content from all accessible subpages of a website with configurable depth limits. Ideal for comprehensive site analysis, content indexing, and efficient data collection from entire domains.
    MIT License
  • Generate AI-powered responses by combining real-time web search with advanced language models, ideal for complex queries requiring reasoning and synthesis across multiple sources, with contextual memory for follow-up questions.
    MIT License
  • Retrieve relevant information from memory using contextual search with intelligent ranking to find specific data based on queries and context.
    MIT License

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