Comparison
mcp-local-rag vs docs
Verdict
Pick mcp-local-rag if mcp-local-rag is designed for developers who prioritize privacy and ease of setup when performing semantic and keyword searches on local codebases and technical documents through MCP or CLI integration; pick docs if docs is a lightweight document management system that offers comprehensive functionalities including OCR and media conversion tools, accessible via Docker.
Markdown twin · mcp-local-rag alternatives · docs alternatives
GraphCanon updated Sep 20, 2026
13views this month
Trust & integrity
| Signal | mcp-local-rag | docs |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Active (29d since push) As of Sep 16, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 16, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-08-09 As of Aug 9, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- mcp-local-rag
- Local-first RAG server for developers with semantic and keyword search capabilities.
- docs
- Lightweight document management system
Stars
- mcp-local-rag
- 400
- docs
- 2.6k
Forks
- mcp-local-rag
- 74
- docs
- 686
Open issues
- mcp-local-rag
- 2
- docs
- 113
Language
- mcp-local-rag
- TypeScript
- docs
- JavaScript
Adopt for
- mcp-local-rag
- mcp-local-rag is designed for developers who prioritize privacy and ease of setup when performing semantic and keyword searches on local codebases and technical documents through MCP or CLI integration.
- docs
- docs is a lightweight document management system that offers comprehensive functionalities including OCR and media conversion tools, accessible via Docker.
Persona
- mcp-local-rag
- -
- docs
- -
Runtime
- mcp-local-rag
- -
- docs
- -
License
- mcp-local-rag
- MIT
- docs
- GPL-2.0
Last pushed
- mcp-local-rag
- Sep 20, 2026
- docs
- Aug 17, 2026
Categories
- mcp-local-rag
- Data & Retrieval, Developer Tools
- docs
- Data & Retrieval, Developer Tools
Trust and health
Maintenance
- mcp-local-rag
- Very active (96%)
- docs
- Active (82%)
Days since push
- mcp-local-rag
- 0d
- docs
- 29d
Open issues (now)
- mcp-local-rag
- 2
- docs
- 113
Stars delta
- mcp-local-rag
- +48 (30d)
- docs
- +8 (30d)
Open issues delta
- mcp-local-rag
- -2 (30d)
- docs
- -1 (30d)
Owner type
- mcp-local-rag
- User
- docs
- Organization
OSV dependency advisories
- mcp-local-rag
- No published findings from this source as of 2026-08-09
- docs
- No lockfile (source not queried)
Full report
- mcp-local-rag
- Trust report
- docs
- Trust report
Choose mcp-local-rag if…
- mcp-local-rag is primarily TypeScript; docs is JavaScript.
- License: mcp-local-rag is MIT, docs is GPL-2.0.
- Tags unique to mcp-local-rag: agent-skills, hybrid-search, local-first, privacy-first.
- mcp-local-rag ships an MCP server manifest.
- When you need to perform both semantic and keyword-based search operations within a local, privacy-focused environment tailored specifically for handling codebases and technical documentation.
When NOT to use mcp-local-rag
- When you do not require a privacy-first approach and are willing to rely on cloud-based solutions that might offer more extensive feature sets beyond just keyword and semantic searches.
- If your use case involves scaling search capabilities across multiple remote databases or servers, as mcp-local-rag is best suited for local data only.
Choose docs if…
- docs is primarily JavaScript; mcp-local-rag is TypeScript.
- License: docs is GPL-2.0, mcp-local-rag is MIT.
- Requirements: Requires Docker; Requires Java 11, Tesseract 4 for OCR, ffmpeg for video thumbnails, mediainfo for video metadata extraction..
- Tags unique to docs: cloud, dms, docker, document.
- docs ships Docker support for self-hosted deployment.
- Use docs when you require an open-source solution with the capabilities of high-end document management systems but prefer something lightweight.
When NOT to use docs
- Do not use docs in environments where strict security protocols are necessary, as default configurations like the 'admin' password must be changed manually before production.
- Avoid this tool if your document management needs can't tolerate occasional instability during development or when you need a highly reliable and stable environment throughout.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (shinpr/mcp-local-rag) · observed Sep 20, 2026
- GitHub forks (shinpr/mcp-local-rag) · observed Sep 20, 2026
- Last push (shinpr/mcp-local-rag) · observed Sep 20, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Aug 9, 2026
- GitHub stars (sismics/docs) · observed Sep 20, 2026
- GitHub forks (sismics/docs) · observed Sep 20, 2026
- Last push (sismics/docs) · observed Aug 17, 2026
- License file (GPL-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: mcp-local-rag 400 · docs 2.6k (synced Sep 20, 2026).
Common questions
- What is the difference between mcp-local-rag and docs?
- mcp-local-rag: Local-first RAG server for developers with semantic and keyword search capabilities.. docs: Lightweight document management system. See the comparison table for live GitHub stats and shared categories.
- When should I choose mcp-local-rag over docs?
- Choose mcp-local-rag over docs when mcp-local-rag is primarily TypeScript; docs is JavaScript; License: mcp-local-rag is MIT, docs is GPL-2.0; Tags unique to mcp-local-rag: agent-skills, hybrid-search, local-first, privacy-first; mcp-local-rag ships an MCP server manifest; When you need to perform both semantic and keyword-based search operations within a local, privacy-focused environment tailored specifically for handling codebases and technical documentation.
- When should I choose docs over mcp-local-rag?
- Choose docs over mcp-local-rag when docs is primarily JavaScript; mcp-local-rag is TypeScript; License: docs is GPL-2.0, mcp-local-rag is MIT; Requirements: Requires Docker; Requires Java 11, Tesseract 4 for OCR, ffmpeg for video thumbnails, mediainfo for video metadata extraction.; Tags unique to docs: cloud, dms, docker, document; docs ships Docker support for self-hosted deployment; Use docs when you require an open-source solution with the capabilities of high-end document management systems but prefer something lightweight.
- When should I avoid mcp-local-rag?
- When you do not require a privacy-first approach and are willing to rely on cloud-based solutions that might offer more extensive feature sets beyond just keyword and semantic searches. If your use case involves scaling search capabilities across multiple remote databases or servers, as mcp-local-rag is best suited for local data only.
- When should I avoid docs?
- Do not use docs in environments where strict security protocols are necessary, as default configurations like the 'admin' password must be changed manually before production. Avoid this tool if your document management needs can't tolerate occasional instability during development or when you need a highly reliable and stable environment throughout.
- Is mcp-local-rag or docs more popular on GitHub?
- docs has more GitHub stars (2,565 vs 400). Stars measure visibility, not whether either tool fits your constraints.
- Are mcp-local-rag and docs open source?
- Yes - both are open-source projects on GitHub (mcp-local-rag: MIT, docs: GPL-2.0).
- Where can I find alternatives to mcp-local-rag or docs?
- GraphCanon lists graph-backed alternatives at mcp-local-rag alternatives and docs alternatives (mcp-local-rag markdown twin, docs markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, mcp-local-rag or docs?
- mcp-local-rag: Very active. docs: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for mcp-local-rag and docs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mcp-local-rag trust report; docs trust report.