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code snippets MCP tools

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

70,425 tools. Last updated 2026-02-07 21:39
  • Find files and code snippets using natural language queries in your project directory with semantic vector search.
    MIT
  • Retrieve project code snippets with metadata to browse reusable code components. Supports pagination and filtering by project for organized access.
    Apache 2.0
  • Search files and code snippets using natural language queries, filter by path, similarity threshold, and result limit, and generate embeddings with customizable AI providers.
    MIT

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