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shinpr/mcp-local-rag

v0.16.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 18d 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

Updates What's new, Highlights, and unioned across a mixed release.

Changes in this release

Feature Medium

`list_files` MCP tool and `list` CLI accept optional `scope` filter for path prefixes.

`list_files` MCP tool and `list` CLI accept optional `scope` filter for path prefixes.

Source: llm_adapter@2026-07-16

Confidence: high

Feature Low

`scope` can be a single absolute path prefix or a list of prefixes (unioned).

`scope` can be a single absolute path prefix or a list of prefixes (unioned).

Source: granite4.1:30b@2026-07-16-audit

Confidence: low

Feature Low

Matching with `scope` is exact-or-descendant and boundary-safe.

Matching with `scope` is exact-or-descendant and boundary-safe.

Source: granite4.1:30b@2026-07-16-audit

Confidence: low

Feature Low

`ingest_data` sources are always listed regardless of `scope`.

`ingest_data` sources are always listed regardless of `scope`.

Source: granite4.1:30b@2026-07-16-audit

Confidence: low

Performance Low

Using `scope` speeds up listing on large volumes by skipping out-of-scope directories.

Using `scope` speeds up listing on large volumes by skipping out-of-scope directories.

Source: granite4.1:30b@2026-07-16-audit

Confidence: low

Bugfix Low

Non-absolute `scope` prefixes now emit a non-fatal warning instead of silent failure.

Non-absolute `scope` prefixes now emit a non-fatal warning instead of silent failure.

Source: granite4.1:30b@2026-07-16-audit

Confidence: low

Full changelog

Highlights

  • scope filter for list_files and list — narrow a listing to one or more absolute path prefixes.

What's new

  • The list_files MCP tool and the list CLI subcommand accept an optional scope: a single absolute path prefix or a list (unioned).
  • Matching is exact-or-descendant and boundary-safe: /docs/api matches /docs/api and /docs/api/auth.md, but not /docs/apiv2.
  • On large volumes, scope also speeds up the listing by skipping out-of-scope directories during the scan.
  • ingest_data sources are always listed, regardless of scope.
  • A non-absolute prefix matches nothing and now emits a non-fatal warning (MCP: a warning item; CLI: stderr, exit 0).

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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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Beta — feedback welcome: [email protected]