MCP server · source category: Knowledge & Memory
fish827-08/rag-kb
Local-first agent memory & knowledge service with hybrid retrieval (BGE-M3 dense vectors + BM25 via jieba, fused with RRF), docu…
Local-first agent memory & knowledge service with hybrid retrieval (BGE-M3 dense vectors + BM25 via jieba, fused with RRF), document & webpage ingestion, and optional RAG answering via local Ollama. Single process, embedded ChromaDB, REST + native MCP server; fully functional offline without any LLM. Apache-2.0.
Record
- Type
- MCP server
- Category
- Data & Databases
- Authentication
- No authentication
- Pricing
- Free
- Documentation
- https://github.com/fish827-08/rag-kb
- Repository
- https://github.com/fish827-08/rag-kb
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