MCP Local RAG Agent Skills Model Card
这是可索引项目报告证据页：它保留 MCP Local RAG Agent Skills Model Card 的源材料入口、机制线索和限制提醒；正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。
MCP Local RAG Agent Skills Model Card
| Field | Value |
|---|---|
| Repository | shinpr/mcp-local-rag |
| Category | Local-First RAG and Agent Skills |
| Stars / forks snapshot | 275 / 53 |
| Language | TypeScript |
| License | MIT |
| Raw capture | raw-github/shinpr_mcp-local-rag.md |
| Updated by | hourly public metadata update, 2026-05-25 |
1. Role in Self Evolve
MCP Local RAG 是开发者本地优先的 RAG 服务器，用 TypeScript 提供 MCP/CLI、语义+关键词混合搜索、离线隐私保护和 Codex/Claude Agent Skills 安装。
2. Working Principle
local documents/code -> semantic plus keyword RAG -> MCP/CLI tools -> optional Codex/Claude skills for query and ingestion workflows
3. Evidence Path
web GitHub page observed MIT license, 275 stars and 53 forks, 37 releases with v0.14.2 latest on 2026-05-23, TypeScript 99.6%; README says it provides local RAG for developers via MCP or CLI, semantic search with keyword boost, fully private offline operation, 7 MCP tools, and Agent Skills install commands including npx mcp-local-rag skills install —codex for better query formulation, result interpretation, and ingestion workflows. Shell GitHub API access remained blocked by DNS and local gh auth was invalid in this run, so this card treats the current snapshot as web-observed rather than API-verified.
4. Teaching Use
Use this card to explain Local-First RAG and Agent Skills in the raw -> classification -> project card -> site/report pipeline. The reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.
5. Limits
当前未克隆源码，未运行 benchmark、skill install flows、memory experiments、MCP servers、agent evolution loops、security scanners 或 production deployments；star/fork/commit/release 快照来自公开 GitHub 页面文本或可见页面片段。