#bge-m3

Knowledge Base MCP

Local knowledge base and semantic search service with FastAPI, ChromaDB, BGE-M3, and MCP integration

Ariadne

Local-first multilingual memory for Codex, Claude Code & MCP — immediate durable reports, exact-ID + hybrid recall, Qdrant + Ollama.

MCP RAG Agent

多模态 RAG 智能体：MCP 协议 + GraphRAG + Cross-Encoder 精排 + 多 Agent 编排 + RAGAS 评估

Archilles

RAG for researchers: page-level citations from your personal library, LLM access via MCP. Ask your entire archive, get answers with the inte...