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741,830 tools. Updated 2026-11-04 09:25

"Notes or documentation related to 'rag'" matching MCP tools:

  • Search Tenzir documentation by keyword to find operators, functions, or concepts, and explore related content through cross-references for comprehensive understanding.
    Apache 2.0
  • Check the current status of the RAG documentation index, including total chunks, configured sources, and last update times.
    Apache 2.0
  • Get precise answers to any question about Lamatic.ai documentation by searching all indexed docs with RAG.
    MIT
  • Create new notes or replace existing ones in Obsidian vaults for structured documentation, templates, or programmatic content generation.
    MIT
  • Displays session efficiency: token usage, RAG savings, and learned patterns. Call after multi-step tasks to reveal context saved by RAG versus full documentation loads.
    MIT

Matching MCP Servers

  • F
    license
    A
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    C
    maintenance
    Provides SQL-backed semantic search over indexed notes using pgvector, exposing tools to search and list note sources via natural language.
    2
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  • A
    license
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    quality
    B
    maintenance
    Enables semantic search and retrieval over an Obsidian vault using local or API-based embeddings, allowing AI assistants to find notes by meaning, get related content, and pull context during conversations.
    16
    MIT

Matching MCP Connectors

  • Converts PDF, scans, DOCX, XLSX and PPTX to Markdown with tables and page-aware RAG chunks.

  • Markdown notes in folders, with files, that your AI assistant can read, write and organise.

  • Display session efficiency statistics: token usage, RAG savings, and patterns learned. Quantify context saved by RAG versus loading full documentation.
    MIT
  • List supported RAG upload file types with their extensions, MIME types, and extraction notes to verify which files can be processed.
    MIT
  • Extract and analyze all URLs from a webpage to discover related documentation pages, API references, or build a documentation graph. Handles various URL formats and validates links during extraction.
    MIT
  • Search Tenzir documentation to find operators, functions, and concepts by keyword or specific paths. Expand related docs via 'See Also' links to discover relevant information.
    Apache 2.0
  • Retrieve documentation pages linked to a TeamStorm task across accessible workspaces. Fetches related docs on request, handling partial-loading warnings.
    MIT
  • Fetches a URL and ingests its main content into a RAG collection, stripping navigation, cookie banners, and footers from documentation pages and articles.
    Apache 2.0
  • Find semantically related notes for a given note by vault-relative path. Use it to link stock reports to briefs or uncover overlapping knowledge notes.
    MIT
  • Update notes on a related item in IT Glue by providing source type, source ID, related item ID, and new notes. Returns the updated related item.
    MIT
  • Search for notes containing specific text and retrieve matching file paths with snippets. Use this to find existing relevant documentation before creating new notes.
    MIT
  • Find notes semantically related to your query text, ranked by meaning so you can locate relevant content and detect duplicates before adding new notes.
    BSD 2-Clause "Simplified"
  • Search documentation for code examples matching your query. Get working examples for Griptape patterns like RAG pipelines, custom tools, or workflows.
    MIT