Repository
shinpr/mcp-local-rag agent skills
- skill
- 1
- GitHub stars
- 412
GitHub description: “Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.”
- Stars
- 412 (76 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Oct 2025
- local-rag
- privacy-first
- mcp-server
- rag
- semantic-search
- hybrid-search
- mcp
- developer-tools
- agent-skills
- local-first
- vector-search
- cli-tool
- model-context-protocol
Install all skills
npx skills add shinpr/mcp-local-ragAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in shinpr/mcp-local-rag, ranked
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Searches, saves, and maintains a local document index through a local RAG MCP server. | shinpr/ | 412 | — | ~4.4k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best skill in shinpr/mcp-local-rag?
MCP Local RAG from shinpr/mcp-local-rag ranks first of the 1 skills in shinpr/mcp-local-rag listed here, with the highest score: its repository has 412 GitHub stars, its SKILL.md loads about 4.4k tokens and it passes the automated safety check with no findings.
Are the skills in shinpr/mcp-local-rag official?
None yet. All 1 skills in shinpr/mcp-local-rag listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from shinpr/mcp-local-rag?
Run npx skills add shinpr/mcp-local-rag in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.