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MCP Documentation

Document Tools Service Guide

Ingest, search, and summarize documents locally with optional gated write capabilities for SOPs and updates.

Retrieval

Full-text search and semantic reranking ensure relevant passages surface instantly for planning or summarization.

  • `docs.search_docs` supports field filters, tags, and time windows.
  • Results return snippet previews to speed up approvals and quoting.
  • Index operations run on-device and respect encryption-at-rest policies.

Summaries & handoffs

Local LLM summaries cite the exact sources retrieved, enabling fast review and compliance.

  • `docs.get_doc` fetches full content with metadata for context windows.
  • Outputs can be exported into docs, emails, or tickets via gated writer tools.
  • Every summary logs citations into the episodic timeline.

Controlled ingestion

Uploading new files or writing updated docs requires approval, ensuring nothing is stored without consent.

  • `docs.index_blob` handles PDFs, Markdown, HTML, and more with size limits.
  • `docs.write_doc` preserves authorship metadata for review.
  • Retention policies purge stale content automatically.