@vibeleading/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 @vibeleading/mcp-hybrid-data-engine
# or run directly without installing:
npx -y @vibeleading/mcp-hybrid-data-engine
# or run straight from the GitHub source (builds automatically):
npx -y github:VibeLeading/mcp-hybrid-data-engine

Related MCP server: MCP RAG Server

Requirements

• Node.js >= 22 — required. The Stone relies on the built-in node:sqlite module, which does not exist in older Node versions. If the server cannot start (missing build or old Node), MCP clients report a generic "connection closed" error.

• No other runtime dependencies — everything ships with the package.

Quick Start (Agent Setup)

Give your agent the full VibeLeading methodology in one paste:

Give me the Vibe Leading methodology: install the 5 agent skills so I can lead AI agents by intent + real-time telemetry, and add the 4 MCP servers so I get hands in the corporate engine.

SKILLS (npx skills add): npx skills add VibeLeading/mission-script VibeLeading/ira-prompting VibeLeading/hud-setup VibeLeading/pit-stop-audit VibeLeading/org-geometry

MCP SERVERS (@vibeleading scope, add to YOUR agent's MCP config): @vibeleading/mcp-hybrid-data-engine @vibeleading/mcp-document-architect @vibeleading/mcp-real-time-scout @vibeleading/mcp-privacy-shield

ENV VARS: MCP_STONE_PATH=data/stone.db MCP_LIGHT_PATH=data/light.json MCP_FLOW_PATH=data/flow.json MCP_DOCS_ROOT=~/.vlb-docs MCP_SHIELD_NAMES=1

NOTE: MCP installation method varies by agent. Examples:

• OpenCode: opencode mcp add hybrid-data-engine -- npx -y @vibeleading/mcp-hybrid-data-engine

• Claude Code / Cursor: add to .mcp.json / claude_desktop_config.json with command=npx, args=[-y, @vibeleading/mcp-hybrid-data-engine]

• Codex: configure via its MCP settings UI Use the method appropriate for your agent.

Paste the block above into your AI agent (OpenCode, Claude Code, Cursor, Codex, etc.). It will install the skills, write the MCP config, and you're ready to lead.

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": ["-y", "@vibeleading/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.

Publishing

Published to the npm registry via OIDC trusted publishing — no npm tokens stored anywhere. Pushing a version tag triggers the .github/workflows/publish.yml workflow:

npm version patch -m "release: v%s"
git push origin main --follow-tags

• One-time bootstrap. The very first published version cannot use trusted publishing (the trust relationship attaches to an existing package). Publish 0.1.1 once manually (npm publish after npm login, or a short-lived publish-scoped token), then configure Trusted Publisher on npmjs.com → the package → Settings → Trusted publishing → GitHub Actions → owner VibeLeading, repo mcp-hybrid-data-engine, workflow publish.yml, action allow npm publish (requires 2FA once per package).

• Requires Node.js >= 22 and npm >= 11.5.1 on the runner (handled by the workflow).

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.