Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "surreal-knowledge-ba": {
      "command": "cargo",
      "args": [
        "run",
        "--",
        "surreal-knowledge-base"
      ]
    }
  }
}

README Excerpt

Local-first knowledge base with hybrid search (vector + BM25) and knowledge graph, powered by embedded [SurrealDB](https://surrealdb.com/) and [BAAI/bge-m3](https://huggingface.co/BAAI/bge-m3) embeddings — exposed as an MCP server and CLI. > 日本語版: [README.ja.md](README.ja.md) - **Hybrid search** — vector (HNSW) + keyword (BM25) combined via Reciprocal Rank Fusion (RRF)

Tools (20)

batch_sizedatabasedefault_modedimensionmax_file_mbmax_input_tokensmax_tokensmodelnamespaceonnx_pathoverlap_tokenspathrrf_kskb_delete_documentskb_get_documentskb_graph_linkskb_graph_queryskb_graph_upsert_entityskb_list_documentsskb_reindex

Topics

bge-m3cliembeddingshybrid-searchknowledge-baselocal-firstmcpmodel-context-protocolragrustsurrealdbvector-search

surreal-knowledge-base

Quick Install

README Excerpt

Tools (20)

Topics

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