Data Insights

A founder intelligence platform that turns public technology, startup, research, security, and industry signals into daily and weekly decision briefs.

Run locally

npm install
npm run dev

Open http://localhost:3000.

Product surfaces

• / — platform overview, source registry, topic map
• /report — daily 5W1H report
• /weekly — weekly synthesis with themes, momentum, opportunities, risks, and experiments
• /weekly/print — print-optimized weekly report; use Print → Save as PDF
• /command-center — search and filter workspace with analyst recommendations
• /history — persisted daily report archive
• /sources/{id} — source assessment and availability history
• /topics/{slug} — topic deep dive and current signals

Agent interfaces

JSON APIs:

GET /api/report
GET /api/weekly
GET /api/analyst
GET /api/history
GET /api/capabilities

CLI (requires the app to be running):

npm run cli -- daily
npm run cli -- weekly
npm run cli -- analyst
npm run cli -- search robotics
npm run cli -- capabilities

Set DATA_INSIGHTS_URL when the app is not on localhost:

DATA_INSIGHTS_URL=https://your-host.example npm run cli -- weekly

MCP stdio adapter:

DATA_INSIGHTS_URL=http://localhost:3000 node scripts/mcp-server.mjs

The MCP server exposes:

• get_daily_report
• get_weekly_report
• get_analyst_recommendations
• search_signals

Example MCP client configuration:

{
  "mcpServers": {
    "data-insights": {
      "command": "node",
      "args": ["scripts/mcp-server.mjs"],
      "cwd": "/absolute/path/to/data-insights",
      "env": { "DATA_INSIGHTS_URL": "http://localhost:3000" }
    }
  }
}

The analyst engine is explainable by default and optionally LLM-enriched when OPENAI_API_KEY is configured. Without credentials, the deterministic fallback remains active. Agents can consume all structured evidence without losing source provenance.