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eduardocruz.com

Ready with a few material gaps

What should the prompt cover?

16 findings · 5 selected

Failures (8)

Warnings (8)

Task

What does eduardocruz.com do and who is it for? Explain it back to me.

Waiting for the agent’s first step…

Critical access needs attention

These checks describe whether an ordinary agent can enter, read, and operate the public site.

  • Agents can reach the site

    Crawler access and bot defenses.

    2 / 2 passed
  • Core content is available

    Useful content remains accessible without a fragile browser-only path.

    2 / 2 passed
  • Navigation fails safely

    Redirects and missing pages give agents a recoverable path.

    1 / 2 passed
  • Controls are understandable

    Forms and interactive controls expose usable names and structure.

    2 / 2 passed

Evaluated surfaces have material gaps

The public website is always evaluated. Optional surfaces appear when the scan finds positive evidence that they apply.

Public website

Ready with gaps

77%

12 of 18 mature checks passed

API

Blocked

36%

1 of 8 mature checks passed

MCP

Blocked

11%

0 of 3 mature checks passed

Fix these gaps first

Critical access gaps come first, followed by other applicable readiness gaps.

  1. 01

    Agent-friendly 404s

    Return a real HTTP 404 (or 410) status for nonexistent paths - never a 200 with your app shell, which makes agents believe every path exists. For full credit, give the 404 response a short markdown body pointing agents at your sitemap, llms.txt, or docs index. Verify with curl -s -o /dev/null -w "%{http_code}" https://yourdomain.com/some-path-that-does-not-exist - it must print 404.

    Critical access
  2. 02

    JSON error responses

    Return structured JSON error responses with error codes, messages, and resolution hints. Agents can't parse HTML error pages.

    Other readiness checks
  3. 03

    MCP resources exposed

    If your MCP server advertises the resources capability in its initialize handshake, make sure resources/list returns at least one resource. If you don't intend to expose resources, omit the capability - the check returns na with no penalty for tool-only servers. Quality of the resources you do return is scored separately by mcp-resource-quality.

    Other readiness checks
  4. 04

    OpenAPI spec published

    Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.

    Other readiness checks
  5. 05

    Developer resource discoverability

    Make your developer resources (API docs, OpenAPI spec, auth docs, webhooks, MCP server) discoverable by name. Publish them at predictable URLs, list them in llms.txt, and include your product name in page titles and headings so search engines surface them for name-based queries.

    Other readiness checks

Audit the checks behind the score

Applicable evidence is grouped by how it contributes to this preview model. Bonus checks appear only when they add points.

Essential6 of 10 passed · 57.7 / 80 points
  • Content without JavaScriptPassed

    7935 chars, semantic headings (H1 + 3 H2s + 1 H3s), 19.0% content ratio

    Recommendation

    Server-side render your homepage so AI crawlers see meaningful content without JavaScript. Ensure an H1 and 500+ chars of text in raw HTML.

  • Not blocked by bot detectionPassed

    Site accessible to 6 AI agent user-agents

    Recommendation

    Allowlist known AI agent User-Agents (ChatGPT-User, ClaudeBot, Google-Extended, DeepSeekBot) in your WAF or bot-detection rules.

  • Redirect hygienePassed

    No meta-refresh stubs, JavaScript-redirect stubs, or cross-domain hops across 6 checked pages

    Recommendation

    Replace meta-refresh and JavaScript-only redirects with real HTTP 301/302 redirects. Non-JS agents never execute location.href or wait for a meta refresh - they see only the stub page. Verify with curl -sI <url> - you should see a Location header, not a 200 with a near-empty body.

  • Content behind authPassed

    All 5 sampled pages are publicly readable (5 with substantive content)

    Recommendation

    Serve your content pages without a login wall. Agents cannot complete auth flows while browsing - a 401/403 or a login-form page is invisible content. Keep public documentation public; if some content must stay gated, publish an ungated summary so agents can still represent it.

  • OpenAPI spec publishedPartial (71%)

    OpenAPI spec (YAML) found at https://eduardocruz.com/.well-known/openapi.yaml

    Recommendation

    Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.

  • Markdown content negotiation (acceptmarkdown.com)Passed

    Canonical URL serves text/markdown and text/html via Accept negotiation with Vary: Accept

    Recommendation

    On the responses that serve text/markdown via Accept negotiation, add Accept to the Vary header (Vary: Accept, Accept-Encoding). Without it, CDNs can serve the cached HTML variant to an agent asking for markdown (or vice versa), depending on which variant landed in cache first.

  • Agent crawler reachabilityPassed

    Reachable to all major AI crawlers - ChatGPT-User: reachable, ClaudeBot: reachable, Google-Extended: reachable, ora-agent: reachable, DeepSeekBot: reachable

    Recommendation

    Verify that major agent User-Agents can reach the homepage. If your WAF or bot rules block them, remove or narrow the blocking rule. Add an allow rule only when your security setup denies them by default.

  • JSON error responsesFailed

    API does not return JSON error responses (or no API detected)

    Recommendation

    Return structured JSON error responses with error codes, messages, and resolution hints. Agents can't parse HTML error pages.

  • MCP resources exposedFailed

    MCP server found but connection failed - cannot list resources

    Recommendation

    If your MCP server advertises the resources capability in its initialize handshake, make sure resources/list returns at least one resource. If you don't intend to expose resources, omit the capability - the check returns na with no penalty for tool-only servers. Quality of the resources you do return is scored separately by mcp-resource-quality.

  • Agent-friendly 404sPartial (50%)

    Nonexistent paths return a real HTTP 404. For full credit, include a short markdown body (site map links, where to look next) so agents can recover.

    Recommendation

    Return a real HTTP 404 (or 410) status for nonexistent paths - never a 200 with your app shell, which makes agents believe every path exists. For full credit, give the 404 response a short markdown body pointing agents at your sitemap, llms.txt, or docs index. Verify with curl -s -o /dev/null -w "%{http_code}" https://yourdomain.com/some-path-that-does-not-exist - it must print 404.

Recommended7 of 19 passed · 10.4 / 20 points
  • Developer resource discoverabilityFailed

    Agent searched for "eduardocruz" developer resources but found nothing relevant

    Recommendation

    Make your developer resources (API docs, OpenAPI spec, auth docs, webhooks, MCP server) discoverable by name. Publish them at predictable URLs, list them in llms.txt, and include your product name in page titles and headings so search engines surface them for name-based queries.

  • Brand name discoverabilityPartial (33%)

    eduardocruz.com appears once in brand-name search results for "Eduardo Cruz" (position #6 out of 10)

    Recommendation

    Make sure a clean search for your brand name returns your own domain in the top results. If it does not, your brand may be too generic, conflict with a more established term, or not yet indexed. Strengthen brand-name search by claiming consistent NAP across listings, earning press mentions that link to the canonical domain, and avoiding redirect chains that mask the apex domain in search results.

  • Sitemap existsPassed

    Valid sitemap found at https://eduardocruz.com/sitemap.xml with 41 entries

    Recommendation

    Add a valid XML sitemap at /sitemap.xml listing all indexable URLs. Include lastmod dates and keep it under 50MB.

  • Content efficiencyPassed

    Content efficiency: 19.47% (8144 text chars / 41KB HTML)

    Recommendation

    Reduce markup overhead so readable text is at least 5% of your HTML. Strip unused inline scripts/styles, server-render content instead of shipping large JSON hydration blobs, and keep wrapper nesting shallow.

  • JSON-LD structured dataPassed

    Rich JSON-LD identity: Person with name, description, url, and sameAs/jobTitle (1 block(s))

    Recommendation

    Add JSON-LD structured data to your homepage using the identity type that matches your site - SoftwareApplication for products, Organization or LocalBusiness for companies, Person for personal sites, Article for blogs - with name, description, url, and type-appropriate fields (offers, sameAs, author) so AI can parse your identity programmatically.

  • Public API/docs linked from homepageFailed

    No public API or documentation page linked from homepage

    Recommendation

    Publish API documentation at a discoverable URL (/docs, /api, /developers). Include authentication, endpoints, and example requests.

  • Agent instruction / when-to-useFailed

    No agent instruction file with when-to-use guidance found

    Recommendation

    Tell agents when to reach for you: add a 'when to use this' section to your llms.txt (or a dedicated agent-instructions file) that names your best-fit use cases and how an agent should call you. Be specific about the jobs you are right for - generic marketing copy does not read as guidance.

  • Metadata completenessPassed

    All metadata signals present: canonical URL, lang="en", og:image, og:type

    Recommendation

    Add all four signals to your homepage: , , , and . Agents use these for entity resolution and attribution.

  • Organization schema completenessPartial (50%)

    Organization schema found but missing: contactPoint, address

    Recommendation

    Add Organization JSON-LD that includes both contactPoint (with email/phone and contactType) and address (PostalAddress). This lets AI verify your business legitimacy and answer contact queries.

  • Trust anchor pagesPartial (50%)

    Only Privacy page verified - missing: About, Contact

    Recommendation

    Publish real /about, /contact, and /privacy pages with at least 500 characters of content each. These are the pages AI agents check to verify your business is legitimate before recommending you.

  • Page token budgetPassed

    All 6 measured pages fit an agent context budget (largest ~2K tokens)

    Recommendation

    Keep each page's extracted text under ~100K characters (~25K tokens) so it fits an agent's context window without truncation. Split oversized reference pages into focused per-topic documents and link them from an index. Check a page with curl -s <url> | wc -c and remember agents read the extracted text, not the raw HTML.

  • Code fence validityPassed

    Code fences balanced across 1 markdown document

    Recommendation

    Close every fenced code block (``` or ~~~) in your served markdown. CommonMark treats everything after an unclosed fence as code, so an agent parsing the document silently loses the rest of it. Count fence lines per file - the total must be even.

  • Developer portalFailed

    No developer portal found

    Recommendation

    Create a developer portal at /developers with API keys, documentation, quickstart guides, and a sandbox environment.

  • Public API with reachable endpointsFailed

    No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)

    Recommendation

    Expose a public REST or GraphQL API. AI agents need programmatic access - not just a web UI - to integrate with your product.

  • MCP server / manifestPartial (33%)

    MCP mentioned on site but no standard manifest endpoint found

    Recommendation

    Build an MCP (Model Context Protocol) server exposing your API as tools. Use Streamable HTTP transport for full score. This lets Claude, ChatGPT, and other AI agents call your product natively.

  • CLI tool availablePartial (67%)

    CLI tool mentioned in llms.txt

    Recommendation

    Publish an official CLI tool on npm, PyPI, or Homebrew. A CLI lets agents and developers script interactions with your product without building API integrations from scratch.

  • API schema complexity analysisPartial (50%)

    REST: OpenAPI spec found (YAML) but partially documented

    Recommendation

    Make your API spec self-describing: a unique operationId and a description on every operation, typed parameters, and response schemas. For GraphQL, a fully typed schema with a documented cost or rate limit reads best.

  • Function calling compatibilityPassed

    OpenAPI spec (YAML) has operationIds and parameter definitions for function calling

    Recommendation

    Ensure API endpoints have unique operation IDs, typed schemas, and descriptions compatible with LLM function-calling formats.

  • MCP resource qualityFailed

    MCP server found but connection failed - cannot evaluate resource quality

    Recommendation

    Ensure every resource returned by resources/list reads cleanly via resources/read: declare a valid mimeType, return non-empty content, and make sure any URIs in the content resolve. Broken or empty resources break agent UX silently.

Bonus signals19 positive · +4.3 points
  • Registry brandingPassed

    AI plugin manifest has full branding

    Recommendation

    Give your MCP server-card (at /.well-known/mcp/server-card.json) a display name, an icon or logo, and a description - all three together are what reads as a complete, branded listing agents can present.

  • ChatGPT app listedPassed

    ChatGPT plugin manifest found: "Eduardo Cruz Laravel Development"

    Recommendation

    Submit your app to the ChatGPT apps / connectors directory (the apps-in-ChatGPT surface) so ChatGPT users can discover and use your product.

  • Agent discovery filePassed

    Agent Skills index (agentskills.io) found at /.well-known/agent-skills/index.json with 1 skill(s)

    Recommendation

    Publish an Agent Skills index at /.well-known/agent-skills/index.json that lists your capabilities, with each skill carrying a name and a description so agents can find and parse what you offer.

  • Agent Skills index conformance (v0.2.0)Partial (50%)

    Index $schema is "https://agentskills.io/schemas/agent-skills-index-v0.2.0.json" - unknown version, expected https://schemas.agentskills.io/discovery/0.2.0/schema.json

    Recommendation

    Upgrade /.well-known/agent-skills/index.json to the v0.2.0 schema: add "$schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json", and give every entry a type (skill-md or archive), url, and digest. Use "digest": "sha256:<64 lowercase hex chars>" (e.g. "digest": "sha256:a3f1...") - a bare "sha256": "" field is also accepted. Compute the value from the artifact's raw bytes.

  • A2A / agent-cardPassed

    A2A Agent Card found: "eduardocruz.com"

    Recommendation

    Publish an Agent-to-Agent (A2A) agent card at /.well-known/agent-card.json describing your agent's capabilities, skills, and contact endpoint.

  • MCP well-known discoveryPassed

    MCP server discoverable at standard path https://eduardocruz.com/.well-known/mcp.json

    Recommendation

    Serve your MCP server at /.well-known/mcp, publish a server-card.json at /.well-known/mcp/server-card.json, or reference it in llms.txt so agents can discover it automatically without manual URL input.

  • HTTP Link headers (RFC 8288)Passed

    RFC 8288 Link header advertises: api-catalog, alternate(markdown)

    Recommendation

    Add HTTP Link: response headers (RFC 8288) advertising your sitemap, markdown alternates, API service descriptions, and API catalog. Example: Link: </sitemap.xml>; rel="sitemap", </index.md>; rel="alternate"; type="text/markdown".

  • llms.txt existsPassed

    Found the llms.txt at https://eduardocruz.com/llms.txt.

    Recommendation

    Create an llms.txt file at your domain root (/llms.txt) - the AI equivalent of robots.txt. Write at least 100 characters of real content: what your product is, what it does, and links to your key docs. Then verify it with curl https://yourdomain.com/llms.txt - you should see your text, not HTML. If your app returns its homepage for every URL (common with single-page apps), add a static file route so the raw text is served. A placeholder with just a heading earns no credit.

  • llms.txt formattingPassed

    The llms.txt is well-formatted: 80 lines with markdown links, 5,820 characters in total.

    Recommendation

    Format your llms.txt as a navigation index: start with a markdown heading, include markdown links to deeper resources, and keep it under 30,000 characters. If you have more to say, move long-form content into /llms-full.txt or per-section files (e.g. /docs/llms.txt, /api/llms.txt) and link to them from the main index.

  • JSON-LD entity linking (sameAs)Passed

    Strong entity linking via sameAs: linkedin.com, github.com, crunchbase.com, wikidata.org

    Recommendation

    Add sameAs links in your JSON-LD structured data pointing to your Wikipedia page, Wikidata entry, GitHub org, and social profiles. This helps AI disambiguate your brand from similarly named entities.

  • llms.txt links resolvePassed

    All 5 probed llms.txt links resolve to real content

    Recommendation

    Make every link your llms.txt declares resolve to real content. Verify each one with curl -L <url> - you should see the linked document, not your homepage. If your app returns the homepage shell for unknown paths (common with single-page apps), a 200 status is not proof: check the body. Fix or remove any dead link; agents that follow the index treat a broken link as a dead end.

  • Markdown alternate linkPassed

    Markdown alternate advertised and verified: https://eduardocruz.com/hire.md serves markdown

    Recommendation

    Advertise a markdown twin of each page with in the HTML head (or an equivalent Link response header), and make sure the advertised URL actually serves markdown - an advertisement pointing at HTML is worse than none. Verify the target with curl -s <href> and check the body starts with a heading, not .

  • API catalog (RFC 9727)Partial (50%)

    api-catalog linkset[0] has no 'item' entries

    Recommendation

    Publish an API catalog at /.well-known/api-catalog per RFC 9727. Serve it with Content-Type: application/linkset+json;profile="https://www.rfc-editor.org/info/rfc9727" and include a 'linkset' array with item entries pointing to your OpenAPI specs and service descriptions.

  • Markdown agent docsPassed

    Returns markdown when requested via Accept header

    Recommendation

    Pick one: (a) return Content-Type: text/markdown on GET when the request sends Accept: text/markdown, or (b) publish a static /llms.md, /auth.md, or /agents.md file at your root with real markdown content. Option (b) is usually a single static file. This is the cold-discovery path for agents that land at your homepage from web search without reading llms.txt first.

  • Web Bot Auth directoryPartial (50%)

    Web Bot Auth directory has no 'keys' array

    Recommendation

    Publish a Web Bot Auth directory at /.well-known/http-message-signatures-directory. Serve a JSON document with a 'keys' array of Ed25519 JWKs (kty=OKP, crv=Ed25519, kid, nbf, exp). This lets agents sign their requests per RFC 9421 so you can distinguish legitimate bots from spoofers.

  • MCP server-card.jsonPartial (50%)

    MCP server card found at https://eduardocruz.com/.well-known/mcp/server-card.json but missing fields: name, description, version

    Recommendation

    Publish a server card at /.well-known/mcp/server-card.json describing your MCP server. Required fields: name, description, version, serverUrl, tools[]. This lets agents preview your server before opening a transport connection.

  • Native interactive controlsPassed

    26 native controls, 0 non-native div-soup affordances (100% native).

  • Accessible names on controlsPassed

    25/26 interactive elements have a computable accessible name (96%).

  • Accessibility-tree injection safety (bonus)Passed

    No hidden instruction text detected in accessibility-tree attributes or off-screen content.

Inspect the underlying audit

The complete Ora audit uses evidence from the scan on . After applying changes, run another scan from the homepage to refresh these recommendations.

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Source: Ora API

Snapshot 2026-08-21T19-18-03-577+00-00