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MCP servers tagged bge-m3
11 live MCP servers tagged "bge-m3", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with bge-m3.
Knowledge Base MCP
Local knowledge base and semantic search service with FastAPI, ChromaDB, BGE-M3, and MCP integration
Grepogram
Semantic search for your Telegram chats — fully local hybrid retrieval, MCP server + CLI for any AI agent
CEmbedding
Local-first embedding server (ONNX on-device or API) — the reference /embed server for CPersona. MIT.
GovPress MCP
Korean policy briefing MCP server with Markdown corpus, semantic search, and public MCP tools
AI Longterm Wiki Memory ClaudeCode
Persistent semantic memory for Claude Code. Three-layer wiki + LanceDB vectors, hooks, self-healing lint, knowledge graph. Native MCP integration.
Rag Bge Tokeniser
High-performance Local RAG server using MCP, BGE-M3, and SQLite-vec. Optimized for legal documents and exact token chunking.
Searching Apple Notes
Search Apple Notes semantically with Claude Code. BGE-M3 embeddings, ChromaDB, fully local. Drop-in skill — no MCP setup, no API keys.
Noita Wiki Zh
Noita 中文 Wiki 离线知识库与 RAG 问答工具:4,456 页 Markdown + BGE 向量检索 + DeepSeek 生成,支持 CLI / MCP / Agent Skill 接入
Kglite Docs
Agent-first knowledge base for documents. Built on kglite + BAAI/bge-m3. Multi-format ingest, cross-checked summaries, review kanban, grounding checks, and an MCP server.
Lancedb Search MCP
MCP server for local-first document knowledge bases: LanceDB hybrid search (bge-m3 + CrossEncoder rerank), native BM25 with jieba, and PDF-to-LaTeX ingestion via a local MinerU pi…
Surreal Knowledge Base
Local-first knowledge base with hybrid search (vector + BM25) and knowledge graph, powered by embedded SurrealDB and BAAI/bge-m3 — exposed as MCP server and CLI