Readiness scorer — can an agent sign up to your SaaS?
https://agentwares-readiness.vercel.app/api/mcp ↗
Description
Probe a signup URL you own and score whether an AI agent can sign up unaided.
What our measurements say
Readiness scorer — can an agent sign up to your SaaS? is a remote MCP server published at agentwares-readiness.vercel.app. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 297 ms, placing it among the faster endpoints. It offers a narrow, focused set of 3 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names clearly indicate sequential steps in a process.
- Parameters are well-defined with required fields specified.
Weaknesses
- Descriptions could explicitly state when each tool should be triggered (e.g., 'after domain verification')
- Error handling details are minimal (only 'DOMAIN' failure mentioned in readiness_request_scan).
readiness_get_verification_token— Description could clarify that this is the first step in a multi-step processreadiness_request_scan— Error handling details are insufficient (only 'DOMAIN' failure mentioned)readiness_get_scan— Description lacks explicit guidance on when to call this tool (e.g., 'after readiness_request_scan returns a scan ID')
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 164ms → warm 162ms (penalty 2ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
readiness_get_verification_tokenStep 1 of a readiness scan. Returns the domain-ownership token for the URL's host plus the three ways to publish it (DNS TXT record, <meta> tag, /.well-known file). The token is deterministic for the host, so calling this again returns the same value. Nothing is stored.
urlstringrequired
readiness_request_scanStep 2. Verifies domain ownership (DNS TXT / meta tag / .well-known must carry the token from readiness_get_verification_token), then queues a Playwright probe that tries to sign up, accept the terms and mint an API key with no human. Returns the scan id and the public results URL. Fails with DOMAIN_NOT_VERIFIED (with instructions) or RATE_LIMITED (3 scans per host per day). Never solves CAPTCHAs.
urlstringrequired
readiness_get_scanStep 3. Poll a scan by id. While status is queued/running only metadata is returned; when done you get the 0-100 score, grade, per-item rubric points with evidence, the fix list, and what could not be observed.
idstringrequired
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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[](https://mcpmetrics.io/servers/io-github-agentwares-readiness-scorer)<a href="https://mcpmetrics.io/servers/io-github-agentwares-readiness-scorer"><img src="https://mcpmetrics.io/badge/io.github.agentwares/readiness-scorer/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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