Agents can't use your product.
We prove it with a live browser audit, then fix it. A score from 0–100 across 7 dimensions, three agents reaching consensus.
Free test, no account · generate a hosted MCP proxy to fix it
Seven dimensions. One hundred points.
Weighted, deterministic, the same for every product. This is the rubric the score is measured against.
Machine-obtainable credentials. No human-only OAuth dead-ends.
A served MCP surface agents can call without a browser.
/llms.txt, an agent manifest, a documented entrypoint.
Machine-readable codes, not HTML stack-trace pages.
Retries are safe. Event IDs let agents dedupe.
Remaining + Retry-After headers so agents self-throttle.
Structured, parseable reference, not a marketing PDF.
An agency that runs itself.
An agent drives your product like a real user.
N=3 agents reach a consensus, 0 to 100.
Host an MCP proxy, open a PR. No code changes.
Re-run through the proxy. Watch the score climb.
The score moves. On the record.
We audit before, open the PR, then re-audit live. Same rubric, same agents. The only thing that changed is the product.
No MCP surface, OAuth dead-ends, HTML error pages. Agents bounce.
Served MCP, machine auth, /llms.txt, typed errors. Agents complete the task.
Run the audit. See the number.
Paste a domain. Three agents, a live browser, a score in under two minutes.
Free to test. Pay to keep agents in.
The audit is free. The recurring value is the hosted MCP proxy and drift monitoring that keep your product usable by agents over time.
- 3 full agent-readiness audits
- N=3 agents, live browser, consensus score
- The Wrapped verdict + per-dimension breakdown
- Shareable score
- Unlimited audits (fair use)
- A hosted MCP proxy kept live in front of your product
- Drift monitoring: re-checks on every commit
- GitHub fix PRs (llms.txt, AGENTS.md, MCP manifest)
Judges & hackathon viewers: use your access code on the sign-in page for full access.