mcp-hybrid-data-engine

The Memory Hub.

An MCP server implementing the Vibe Leading Hybrid Data Engine — the integration of the three data planes described in Vibe Leading The AI:

Installation

npm install -g mcp-hybrid-data-engine
# or run directly without installing:
npx mcp-hybrid-data-engine

Related MCP server: MCP RAG Server

Client configuration

Add to your MCP client config (e.g. Claude Code .mcp.json or Cursor mcp.json):

{
  "mcpServers": {
    "hybrid-data-engine": {
      "command": "npx",
      "args": ["mcp-hybrid-data-engine"]
    }
  }
}

Tools

Environment variables

Notes

• Stone: read-only by design. Statement prefixes are validated; anything outside SELECT/PRAGMA/WITH/EXPLAIN is rejected. The stone_cdc_tick reports a coarse WAL-based heuristic — a production deployment should wire a real CDC adapter (Debezium + Oracle) behind the same surface.

• Light: uses a deterministic bag-of-character-ngrams hashed-vector embedding with cosine similarity. Swap in a real embedding provider (OpenAI / voyage) and a real vector DB (Pinecone / Milvus) behind the Embedder interface in src/vector-store.ts.

• Flow: an in-memory columnar store persisted to JSON. See src/analytics-engine.ts for the interface that a DuckDB / Parquet backend would implement.

License & Attribution

MIT — Copyright (c) 2026 Jean Machuca (see LICENSE).

This server implements concepts from the book Vibe Leading The AI: The Corporate Race Against Machines by Jean Machuca (ISBN 9798252505008, © 2026 Jean Machuca). The book is copyrighted commercial material; this repository does not republish its text. Buy the book at https://vibeleading.org or https://a.co/d/04L5YatK. Author website: jeanmachuca.com · Support on GitHub Sponsors: github.com/sponsors/jeanmachuca. See NOTICE.