Documesh federates 47 official documentation sources — Cloudflare, Stripe, Vercel, Kubernetes, and more — into one search box and one MCP server. Paste a stack trace, get the closest official doc sections, each carrying version, source, license, and last-updated. Nine agent tools across WebMCP, MCP, and REST.
**The problem:** your error spans three vendors. The fix is version-specific. Today you Google, open six tabs, and guess — and your AI assistant answers confidently with no source and no version.
**Documesh fixes the receipt problem.** Every answer carries:
- vendor + version
- canonical source link
- license (CC-BY-4.0, MIT, llms.txt agent-permitted)
- last-updated date
100% of answers, enforced by schema — not by prompt. Audited across 36,290 doc sections.