97/ 100

www.onseo.ro A+

This site registers real WebMCP tools at runtime. Overall readiness is excellent.

Scanned 4 weeks ago with Chrome 151, real execution with a modelContext interceptor and synthetic interaction.

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Agent access22 / 22

PASS Page loads over HTTPS 8/8 pts

The page answered with HTTP 200 over HTTPS.

PASS AI agents allowed in robots.txt 6/6 pts

No major AI crawler is blocked in robots.txt.

PASS llms.txt present 4/4 pts

Found llms.txt (16,269 bytes).

PASS Not blocked by noindex 4/4 pts

No noindex directive found.

WebMCP tools, measured in a real browser43 / 46

We load the page in Chrome, intercept modelContext before any script runs and record what your page actually registers.

PASS WebMCP tools detected at runtime 14/14 pts

8 tool(s) registered through modelContext.registerTool() while the page ran in our Chrome.

PART Tool schema quality 17/20 pts

Average schema quality 5/6 across 8 tool(s). Weakest: list_categories (4/6), list_categories (4/6), get_business_info (4/6), get_business_info (4/6).

How to fix: Give every tool a clear description, a JSON Schema with typed and described parameters, constraints (enum, minLength, pattern, format), additionalProperties: false, and readOnlyHint annotations where they apply.

PASS Origin Trial token 12/12 pts

Valid WebMCP token for www.onseo.ro, expires 17 Nov 2026.

Discovery, community conventions12 / 12

Not part of the official Chrome spec. Scored as a small bonus because static crawlers and directories use it.

PASS Discovery manifest at /.well-known/webmcp 6/6 pts

Valid JSON manifest found.

PASS Manifest describes tools 3/3 pts

6 tool(s) described in the manifest.

PASS Manifest served as application/json 3/3 pts

Content-Type is application/json.

Coverage, how much of the site the agent sees20 / 20

We open several inner pages and check whether the tools travel with the user through the site or sit only on the entry page.

PASS Tools on more than the entry page 6/6 pts

All 10 checked pages expose tools.

PASS The surface adapts to the page 14/14 pts

4 distinct tool sets across 10 pages: the surface changes with context.

Tools registered by this page

Name	Description	Parameters	Read-only
`search_courses`	Caută în catalogul ON SEO de cursuri online în limba română (SEO, AI, marketing digital, p...	3	yes
`search_courses`	Caută în catalogul ON SEO de cursuri online în limba română (SEO, AI, marketing digital, p...	3	yes
`list_categories`	Listează cele 8 categorii de cursuri ON SEO, cu numărul de cursuri și adresa paginii fiecă...	0	yes
`list_categories`	Listează cele 8 categorii de cursuri ON SEO, cu numărul de cursuri și adresa paginii fiecă...	0	yes
`get_business_info`	Date despre ON SEO: firma, contact, cum se plătește (card Stripe sau transfer, în euro), p...	0	yes
`get_business_info`	Date despre ON SEO: firma, contact, cum se plătește (card Stripe sau transfer, în euro), p...	0	yes
`verify_certificate`	Verifică un certificat de absolvire ON SEO după codul lui (format ON-XXXX-XXXX) și întoarc...	1	yes
`verify_certificate`	Verifică un certificat de absolvire ON SEO după codul lui (format ON-XXXX-XXXX) și întoarc...	1	yes

Captured live from modelContext.registerTool() calls while the page ran. A static HTML scan cannot see these.

Not measurable remotely, so not scored: end-to-end tool execution by an agent, human-in-the-loop consent handling, and result quality. Test those with the Model Context Tool Inspector extension in a WebMCP-capable Chrome.

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GOAI implements WebMCP end to end: imperative tools, valid schemas, the origin trial token and the discovery manifest.

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