Agent MCP Directory

Square: the 360 agent-readiness check

Square scores 57 of 100 on Ora's agent-readiness scan, a C, read 9 November 2026. Of the five surfaces an agent acts on, Ora found 1: OAuth. In the directory, Square sign-in required, tools not seen, not counted. A home page that renders 35 characters without JavaScript.

On 9 November 2026 the public site at squareup.com scored 57 of 100 on Ora's agent-readiness scan, a C, in Ora's Payments & Fintech category. Ora probes a site the way an agent would: it requests pages with the agents' own user agents, reads robots.txt, looks for the files agents read, and tries the API, MCP and payment surfaces. This check reads the act layer first, because that is what the directory records, then the door, what an agent can read, and whether the company is found and recommended. Ora's one-line summary: Square's payments API documentation is reachable, but homepage content requires JavaScript rendering that blocks agent crawling.

The score

Square on Ora, read 2026-11-09: points per layer, with the share of each layer's maximum. 28 checks pass, 11 are partial, 43 fail and 50 do not apply to this site.
LayerAsksPointsShare
UsabilityCan agents use it33 of 6154%
AccessCan agents read it36 of 6060%
DiscoveryCan agents find and recommend it8 of 1457%
PaymentsCan agents pay0 of 0none apply
TotalGrade C57 of 10057%

What an agent can do

The surfaces an agent acts on: an API it can find and call, an MCP server, an agent card, OAuth metadata, a command line. This is the layer the directory records, so it comes first. 2 checks in this group do not apply to this site and are left out.

In the directory, Square sign-in required, tools not seen, not counted; the connector run of 4 November 2026 is on the entry page. Ora's MCP server check for the same domain reads partial; the two look for different things, the directory for a server that answers a handshake and lists tools, Ora for a server it can find from the site.

What an agent can do: 17 checks Ora ran on squareup.com, read 2026-11-09. The last column is Ora's own observation where it published one.
CheckResultPointsWhat Ora saw
MCP server / manifest mcp-serverPartial5 of 6MCP server detected at https://mcp.squareup.com/mcp; it requires authentication. Presence is verified (5/6), but Ora could not inspect its tools or verify access scopes without credentials.
MCP well-known discovery mcp-well-known-discoveryPartial1 of 2MCP server at https://mcp.squareup.com/mcp - list its server card, hosted on your own domain, in /.well-known/ai-catalog.json so MCP clients can discover it
Public API with reachable endpoints public-apiPartial3 of 7API described in documentation at https://developer.squareup.com but no machine-verifiable API surface confirmed. Best-of-protocols score: 3/7.
Public API/docs linked from homepage public-api-docsPass3 of 3Documentation site found at https://developer.squareup.com
Developer portal developer-portalPass6 of 6Developer documentation portal found at https://developer.squareup.com
OpenAPI spec published openapi-specFail0 of 7No OpenAPI/Swagger specification found
API catalog (RFC 9727) api-catalog-rfc9727Fail0 of 2No /.well-known/api-catalog found (RFC 9727)
A2A / agent-card a2a-agent-cardFail0 of 2No A2A agent card found at /.well-known/agent-card.json
Agent discovery file agent-discovery-fileFail0 of 2No agent discovery file found
OAuth 2.0 support oauth-supportPass5 of 5OAuth authorization server metadata at https://mcp.squareup.com
OAuth Protected Resource metadata (RFC 9728) oauth-protected-resourcePass2 of 2no detail published
auth.md exists auth-md-existsFail0 of 2No /auth.md found at site root
WebMCP support webmcpFail0 of 5No WebMCP support detected - no document.modelContext / navigator.modelContext usage found
NLWeb /ask endpoint nlweb-askFail0 of 1No NLWeb-conformant /ask endpoint found via GET or POST
CLI tool available cli-toolFail0 of 3No CLI tool found
Multi-language SDK packages rest-sdk-packagesPartial1 of 3SDK packages mentioned at https://developer.squareup.com but none found in registries
JSON error responses json-error-responsesFail0 of 4API does not return JSON error responses (or no API detected)

At the door

What the site answers when a request arrives with an agent's user agent, and what robots.txt says to agents.

At the door: 8 checks Ora ran on squareup.com, read 2026-11-09. The last column is Ora's own observation where it published one.
CheckResultPointsWhat Ora saw
Not blocked by bot detection bot-detectionPass2 of 2Site accessible to 4 agent user-agents (ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot).
Agent crawler reachability agent-crawler-reachabilityPass2 of 2Reachable to every agent we tested - ChatGPT-User: reachable, OAI-SearchBot: reachable, Claude-User: reachable, PerplexityBot: reachable
robots.txt AI crawler policy robots-ai-policy-qualityPass2 of 2AI search crawlers: allowed in 18 of 18 checks (3 crawlers on 6 pages). AI training crawlers: allowed in 12 of 12 checks (2 crawlers on 6 pages), not scored.
robots.txt agent-user policy robots-agent-user-policyPass2 of 2No applicable crawl or usage restriction found for 3 user-triggered agents (chatgpt-user, claude-user, perplexity-user) on 1 public page: https://squareup.com/. Declared policy only;
Content behind auth docs-auth-gatePass2 of 2All 5 sampled pages are publicly readable (5 with substantive content)
Homepage not hidden from search noindex-directivesPass1 of 1No noindex on the homepage: no robots, googlebot or bingbot meta tag and no X-Robots-Tag header hides it from search.
Redirect hygiene redirect-hygienePass1 of 1no detail published
Web Bot Auth directory web-bot-auth-directoryFail0 of 2No /.well-known/http-message-signatures-directory found

What an agent can read

Whether the text is in the first response, what the site publishes for agents, and how it describes itself to them.

What an agent can read: 17 checks Ora ran on squareup.com, read 2026-11-09. The last column is Ora's own observation where it published one.
CheckResultPointsWhat Ora saw
Content without JavaScript content-no-jsFail0 of 3Homepage: Very little text content (35 chars) - likely JS-rendered, invisible to AI crawlers. No inner pages checked: the 5 sampled pages were skipped (forms, login pages, bot challenges, error pages,
Page token budget page-token-budgetPass1 of 1All 6 measured pages fit an agent context budget (largest ~7K tokens)
Sitemap exists sitemapPass2 of 2Valid sitemap found at https://squareup.com/us/en/sitemap.xml with 2070 entries
Sitemap freshness (lastmod) sitemap-lastmodPass1 of 1no detail published
llms.txt exists llms-txt-existsPass1 of 1Found the llms.txt at https://squareup.com/llms.txt.
llms.txt formatting llms-txt-formattingPass2 of 2The llms.txt is well-formatted: 204 lines with markdown links, 21,863 characters in total.
llms.txt links resolve llms-txt-links-resolvePartial1 of 21 of 5 probed llms.txt links do not resolve: https://squareup.com/us/en/licenses
Markdown agent docs markdown-negotiationFail0 of 1Missing markdown content negotiation. Homepage returned text/html when probed with Accept: text/markdown (expected text/markdown), and none of the well-known root paths (/llms.md, /auth.md, /agents.md, /developers.md,
Markdown URL fallback markdown-url-fallbackFail0 of 2Homepage does not support the .md suffix. Probed https://squareup.com/index.md and it did not return markdown (expected text/markdown content-type or a heading-led non-HTML body).
Bot-UA markdown serving agent-ua-markdownFail0 of 1No probed bot User-Agent (ChatGPT-User, Claude-User, Perplexity-User) receives markdown when requesting HTML. Optional: detect AI-bot UAs server-side and serve them a markdown representation directly.
Agent mode view agent-mode-viewFail0 of 2No agent mode view detected at ?mode=agent (optional)
JSON-LD structured data json-ldFail0 of 4No JSON-LD structured data found on homepage
Organization schema completeness org-schema-completenessFail0 of 2No JSON-LD found - Organization schema missing
JSON-LD entity linking (sameAs) json-ld-entity-linkingFail0 of 2No JSON-LD found - no entity linking possible
Schema type breadth schema-type-breadthFail0 of 2No extended schema types found - AI can only answer basic questions about this entity
Metadata completeness metadata-completenessPass2 of 2All metadata signals present: canonical URL, lang="en-US", og:image, og:type
Agent instruction / when-to-use agent-instructionPartial2 of 3When-to-use guidance found at https://developer.squareup.com

Found and recommended

Whether an assistant can find the company by name, confirm what it is, and see it in the registries agents read.

Found and recommended: 9 checks Ora ran on squareup.com, read 2026-11-09. The last column is Ora's own observation where it published one.
CheckResultPointsWhat Ora saw
Brand name discoverability brand-search-accuracyPartial2 of 3squareup.com ranks #6 for "Square payment processing" and appears 2 times in the top 10
Wikipedia / Wikidata entity presence wikipedia-presencePartial2 of 4Wikidata Q110778747 (Block, Inc.) verified - draft a Wikipedia page with cited references to complete knowledge graph coverage
Developer resource discoverability agentic-search-specificPartial1 of 3Agent found 9 pages by name but no recognizable developer-resource type. Found on site but absent from this search sample: MCP server. Not found in this search sample: API docs, OpenAPI spec
Listed in MCP registries mcp-registry-listedFail0 of 1No verified entry in the official MCP Registry or on Smithery, and no npm or PyPI package of yours that runs as an MCP server. To pass,
NPM/PyPI SDK package npm-sdk-packageFail0 of 1No NPM or PyPI SDK package found
ChatGPT app listed chatgpt-app-listedFail0 of 2Not found in ChatGPT app directory
Registry branding registry-brandingFail0 of 2No registry branding (name, icon, description) found
Listed on skills.sh skills-sh-listedFail0 of 1No official skills self-published on skills.sh (3 community skills with potential relation to this domain found, but only self-published official skills count)
ARD discovery ard-catalogFail0 of 1No /.well-known/ard.json, no same-site rel="ard" link, and no legacy /.well-known/ai-catalog.json

Payments

The agent payment protocols Ora probes for. A site that sells nothing has nothing here, and Ora scores the layer out of zero when none applies. None of the 6 payment checks applied to squareup.com.

The fixes worth most points

Ora attaches an estimate to each failing or partial check: how many points the site would gain by passing it. These are the 5 with the largest estimates for Square, with what Ora observed. The wording of each fix is Ora's; the 28 checks it runs on an MCP server are listed with their layer and tier.

  • OpenAPI spec published: fail, 0 of 7, about 3.9 points to gain. Ora saw: No OpenAPI/Swagger specification found
  • Scoped permissions: fail, 0 of 5, about 3.6 points to gain. Ora saw: No declared OAuth scopes, security schemes, or scoped-permission documentation found
  • WebMCP support: fail, 0 of 5, about 3.6 points to gain. Ora saw: No WebMCP support detected - no document.modelContext / navigator.modelContext usage found
  • Developer resource discoverability: partial, 1 of 3, about 3.2 points to gain. Ora saw: Agent found 9 pages by name but no recognizable developer-resource type. Found on site but absent from this search sample: MCP server. Not found in this search sample: API docs, OpenAPI spec
  • JSON error responses: fail, 0 of 4, about 2.9 points to gain. Ora saw: API does not return JSON error responses (or no API detected)

Our read

Square's home page gives an agent 35 characters of text. Everything else on squareup.com is rendered by JavaScript, so the content check fails outright, no inner page could be sampled and the Discovery layer reads 8 of 14, the lowest share in this batch. Behind that, the act layer is the familiar fintech shape: an MCP server at mcp.squareup.com/mcp that answers and requires authentication, OAuth authorization server metadata on the same host, developer documentation at developer.squareup.com and an llms.txt at the root, but neither an OpenAPI specification nor a CLI, endpoints that do not answer errors as JSON, and SDKs that are mentioned in the documentation and found in no registry. Ora's own search of the site found nine pages by name and no recognisable developer-resource type. The verdict is the one the checklist gives every JavaScript-only home page: render the text on the server, and the rest of the reading rows become possible.

Test your own surfaces

The scan above is free and needs no account: enter a domain at ora.ai and read the same four layers for your own site. For an MCP server, Ora scans the server URL itself and runs 28 of its 132 public checks on it, which is why it is the check this directory recommends; the reasons, the limits and the alternatives are on their own page. The command below runs the same audit from a terminal and exits with 1 under the score you set, so it can gate a deploy.

npx ax@0.10 audit https://example.com --min-score 70

All 360 checks, one company a day. Corrections to the corrections page.