dense-knowledge-mcp

Lucky44k/dense-knowledge-mcp
★ 0 stars Python AI/LLM Updated today
Local-first MCP memory server for persistent LLM knowledge, portable MMP files, and BM25 retrieval.
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Quick Install

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

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "dense-knowledge-mcp": {
      "command": "uvx",
      "args": [
        "dense-knowledge-mcp"
      ]
    }
  }
}

Or install with pip: pip install dense-knowledge-mcp

README Excerpt

<!-- mcp-name: io.github.Lucky44k/dense-knowledge-mcp --> **A local-first MCP memory server for persistent LLM knowledge.** Dense Knowledge lets an AI assistant keep structured research between sessions without a database, embedding model, or hosted account. It stores portable `.mmp` files, searches their compact indexes with BM25, and loads full entries

Tools (9)

mmp_createmmp_deprecatemmp_listmmp_openmmp_readmmp_searchmmp_updatemmp_validatemmp_write

Topics

ai-agentsbm25claude-desktopcursorknowledge-baseknowledge-managementllm-memorylm-studiolocal-firstmcpmcp-servermodel-context-protocoloffline-firstpersistent-memorypython