Agent MCP Directory

Microsoft: the 360 agent-readiness check

Microsoft scores 62 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. A login an agent can use, on a domain that points nowhere else.

On 9 November 2026 the public site at microsoft.com scored 62 of 100 on Ora's agent-readiness scan, a C, in Ora's Identity & Auth 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: Microsoft offers strong developer resource discoverability and SDK packages, but lacks published OpenAPI specifications for agent integration.

The score

Microsoft on Ora, read 2026-11-09: points per layer, with the share of each layer's maximum. 25 checks pass, 15 are partial, 42 fail and 50 do not apply to this site.
LayerAsksPointsShare
UsabilityCan agents use it30 of 5753%
AccessCan agents read it29 of 5454%
DiscoveryCan agents find and recommend it16 of 1794%
PaymentsCan agents pay0 of 0none apply
TotalGrade C62 of 10062%

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. 3 checks in this group do not apply to this site and are left out.

In the directory, Microsoft has an open MCP server with tools listed at https://learn.microsoft.com/api/mcp, 3 tools listed, no authentication; 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: 16 checks Ora ran on microsoft.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 6First-party MCP server published by product org (npm, @playwright/mcp, 9357 score). Add live handshake at /.well-known/mcp for full credit.
MCP well-known discovery mcp-well-known-discoveryFail0 of 2No MCP server URL discovered
Public API with reachable endpoints public-apiPartial3 of 7API described in documentation at https://developer.microsoft.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.microsoft.com
Developer portal developer-portalPass6 of 6Developer documentation portal found at https://developer.microsoft.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 endpoint found at https://login.microsoft.com/services/oauth2/authorize
OAuth Protected Resource metadata (RFC 9728) oauth-protected-resourceFail0 of 2No /.well-known/oauth-protected-resource found (RFC 9728)
auth.md exists auth-md-existsFail0 of 2No /auth.md found at site root
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-packagesPass3 of 3SDK packages found across 3 ecosystems: npm, pypi, rubygems
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. One check in this group does not apply to this site and is left out.

At the door: 7 checks Ora ran on microsoft.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 3 of 3 checks (3 crawlers on 1 page). AI training crawlers: allowed in 2 of 2 checks (2 crawlers on 1 page), 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://microsoft.com/. Declared policy only;
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. 2 checks in this group do not apply to this site and are left out.

What an agent can read: 15 checks Ora ran on microsoft.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-jsPartial2 of 36598 chars with H1, but 2.8% content ratio is below the 5% target
Page token budget page-token-budgetPass1 of 1All 1 measured page fit an agent context budget (largest ~2K tokens)
Sitemap exists sitemapPass2 of 2Valid sitemap found at https://www.microsoft.com/store/sitemap-index.xml with multiple sitemaps entries
llms.txt exists llms-txt-existsFail0 of 1No llms.txt found at /llms.txt or /.well-known/llms.txt.
llms.txt formatting llms-txt-formattingFail0 of 2No llms.txt found to evaluate quality
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://microsoft.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 2?mode=agent returns same content as homepage (no dedicated agent view)
JSON-LD structured data json-ldPartial1 of 4JSON-LD found (1 block(s)) but no identity type - use SoftwareApplication, Product, Organization, Person, or Article so agents can tell what this site is
Organization schema completeness org-schema-completenessFail0 of 2No Organization type found in JSON-LD
JSON-LD entity linking (sameAs) json-ld-entity-linkingFail0 of 2No sameAs entity linking in JSON-LD - agents cannot disambiguate your brand
Schema type breadth schema-type-breadthFail0 of 2No extended schema types found - AI can only answer basic questions about this entity
Metadata completeness metadata-completenessPartial1 of 23/4 metadata signals present - missing: og:image
Agent instruction / when-to-use agent-instructionPartial2 of 3When-to-use guidance found at https://developer.microsoft.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. 2 checks in this group do not apply to this site and are left out.

Found and recommended: 7 checks Ora ran on microsoft.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-accuracyPass3 of 3microsoft.com ranks #1 for "Microsoft cloud platform" (search term updated)
Wikipedia / Wikidata entity presence wikipedia-presencePass4 of 4Wikipedia "Microsoft" and Wikidata Q2283 both verified - domain confirmed on both sources
Developer resource discoverability agentic-search-specificPass3 of 3no detail published
NPM/PyPI SDK package npm-sdk-packagePass1 of 1no detail published
ChatGPT app listed chatgpt-app-listedPass2 of 2no detail published
Listed on skills.sh skills-sh-listedPass1 of 1no detail published
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.

Payments: 6 checks Ora ran on microsoft.com, read 2026-11-09. The last column is Ora's own observation where it published one.
CheckResultPointsWhat Ora saw
UCP - Universal Commerce Protocol ucp-supportPartial0 of 3no UCP (Universal Commerce Protocol) signals detected
ACP - Agentic Commerce Protocol acp-supportPartial0 of 3no ACP (Agentic Commerce Protocol) signals detected
ACP delegate payment acp-delegate-paymentPartial0 of 3No ACP Delegate Payment signals detected
AP2 - Agent Payments Protocol ap2-supportPartial0 of 3No AP2 (Agent Payments Protocol) signals detected
x402 payment protocol x402-supportPartial0 of 2No x402 payment protocol support detected
MPP payment protocol mpp-supportPartial0 of 2No MPP (Machine Payments Protocol) support detected

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 Microsoft, 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 4.3 points to gain. Ora saw: No OpenAPI/Swagger specification found
  • Scoped permissions: fail, 0 of 5, about 3.9 points to gain. Ora saw: No declared OAuth scopes, security schemes, or scoped-permission documentation found
  • JSON error responses: fail, 0 of 4, about 3.1 points to gain. Ora saw: API does not return JSON error responses (or no API detected)
  • MCP Apps support: fail, 0 of 4, about 3.1 points to gain. Ora saw: No MCP Apps support detected - this product has an in-agent UI surface but exposes no ui:// resources or tool UI metadata for agents to render.
  • Public API with reachable endpoints: partial, 3 of 7, about 3.1 points to gain. Ora saw: API described in documentation at https://developer.microsoft.com but no machine-verifiable API surface confirmed. Best-of-protocols score: 3/7.

Our read

Microsoft's corporate domain is read here as the identity and authentication provider it is, and on that reading the act layer is mostly elsewhere. developer.microsoft.com describes the APIs with no machine-verifiable surface, there is no OpenAPI specification on this domain, no CLI was found, and the MCP credit comes from @playwright/mcp on npm rather than a live endpoint; the OAuth endpoint at login.microsoft.com is the one surface that counts fully. SDKs are in npm, PyPI and rubygems. The reading side is weaker than the company's size suggests: no llms.txt at either location, a JSON-LD block with no identity type, and a home page that is 2.8 percent text, though it ranks first for its cloud platform and the door is open. One check, WebMCP, could read only 60 of 61 script bundles. The developer surfaces live on learn.microsoft.com and graph.microsoft.com; from microsoft.com an agent finds the login and little else.

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.