BuilderGraph turns open-source ecosystem data into a compact signal surface for agents, builders, and analysts.
It enriches the Electric Capital taxonomy with GitHub metadata, contributor graphs, weekly activity, and ecosystem snapshots on Cloudflare Workers and D1.
System
- Ecosystem hierarchy with closure-table traversal
- Repository, organization, contributor, and weekly activity models
- Full-text search over repos, ecosystems, and organizations
- Contributor concentration metrics for ecosystem health and dependency risk
Runtime
- Cloudflare Workers API backed by D1
- GitHub enrichment pipeline with quota-aware token rotation
- Tiered stale-refresh policy for hot repos and long-tail repositories
- API and MCP surfaces for programmatic agent access
Proof
- D1 write budget self-gating added after a real budget-overrun incident
- HMAC-signed webhook payloads with timestamp freshness checks
- MCP tools expose repo search, ecosystem graphing, org summaries, and diffs
- Pay-per-call agent endpoints use a 402 challenge flow