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shinpr/mcp-local-rag

v0.15.3 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 1mo MCP Search & Web
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-skills developer-tools hybrid-search local-first local-rag mcp
+6 more
mcp-server privacy-first llm semantic-search skills vector-db

Summary

AI summary

Scope filter for searches added as an opt‑in feature.

Full changelog

Changes

  • Scope filter for searches (opt-in). query_documents (MCP) and the query CLI accept an optional scope to limit a search to one or more path prefixes — useful when a single database holds multiple corpora. Pass one prefix or a list (results are unioned); matching is exact-or-descendant, so /docs/api matches /docs/api/auth.md but not /docs/apiv2. The CLI adds a repeatable --scope flag. Prefixes must be absolute in the server's OS path style — relative prefixes match nothing. Optional and backward compatible: omitting scope is unchanged.
  • Clearer MCP tool descriptions. Tool and parameter descriptions now document their return shapes and are corrected to match actual behavior (status no longer lists fields it does not return), so MCP clients can use the tools correctly without the bundled skill installed.
View diff on GitHub

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About shinpr/mcp-local-rag

Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.

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Related context

Beta — feedback welcome: [email protected]