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455,114 tools. Updated 2026-08-14 00:16

"Hybrid RAG System for Indexing DevOps eBooks and Online Documentation" matching MCP tools:

  • Index a dataset so text chunks become searchable. Splits content into RAG-ready chunks and generates embeddings for semantic retrieval.
    MIT
  • Check the current status of the RAG documentation index, including total chunks, configured sources, and last update times.
    Apache 2.0
  • Register a GitHub repository as a documentation source for RAG indexing. Specify repo, branch, and file patterns, then run ingestion to make the docs searchable.
    Apache 2.0

Matching MCP Servers

  • A
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    An MCP server that provides a search_docs tool with hybrid retrieval (BM25 + dense vectors) and cross-encoder reranking, backed by evaluation, prompt-injection guardrails, and OpenTelemetry tracing.
    MIT

Matching MCP Connectors

  • Get precise answers to any question about Lamatic.ai documentation by searching all indexed docs with RAG.
    MIT
  • List jobs with filters by status, date range, department, or search. Returns paginated results for career-site sync, reporting, and external system indexing.
    MIT
  • Display session efficiency statistics: token usage, RAG savings, and patterns learned. Quantify context saved by RAG versus loading full documentation.
    MIT
  • Perform hybrid web searches combining broad coverage with technical documentation focus. Choose between general web search or documentation-optimized mode to get relevant results with titles, URLs, and snippets.
  • Retrieve top-k passages from a sample RAG corpus using various retrieval methods to see what context a RAG system would surface for a query.
    MIT
  • Check the MCP connection status, active mode (online/offline/hybrid), and current project info for EasyEDA Pro.
    MIT
  • Track session efficiency with token usage, RAG savings, and patterns learned. See how much context RAG saved compared to loading full documentation.
    MIT
  • Search Maya API documentation using hybrid RAG to find relevant code examples, command flags, and solutions for maya.cmds, PyMEL, Arnold, and Maya-USD. Use before writing complex Maya commands to verify syntax and avoid errors.
    MIT
  • Add a new project to the RAG index for semantic search. Auto-detects source patterns and indexes content immediately.
    Apache 2.0
  • Search ShotGrid API documentation with hybrid RAG to get accurate answers on entity formats, filters, and operators, preventing query mistakes.
    MIT