Agent MCP Directory

DigitalOcean: the 360 agent-readiness check

DigitalOcean scores 74 of 100 on Ora's agent-readiness scan, a B, read 9 November 2026. Of the five surfaces an agent acts on, Ora found 2: an OpenAPI specification, a public API. An OpenAPI file and an MCP server, with the OAuth discovery document missing.

On 9 November 2026 the public site at digitalocean.com scored 74 of 100 on Ora's agent-readiness scan, a B, in Ora's Infrastructure 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: DigitalOcean offers well-documented APIs and SDK packages, but lacks OAuth 2.0 support for agent authentication.

The score

DigitalOcean on Ora, read 2026-11-09: points per layer, with the share of each layer's maximum. 40 checks pass, 16 are partial, 34 fail and 42 do not apply to this site.
LayerAsksPointsShare
UsabilityCan agents use it57 of 7774%
AccessCan agents read it43 of 5973%
DiscoveryCan agents find and recommend it14 of 1878%
PaymentsCan agents pay0 of 0none apply
TotalGrade B74 of 10074%

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.

In the directory, DigitalOcean 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: 19 checks Ora ran on digitalocean.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.digitalocean.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.digitalocean.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-apiPass7 of 7Documented REST API detected; endpoints require authentication (API key / OAuth), which is expected for agent access. Best-of-protocols score: 7/7.
Public API/docs linked from homepage public-api-docsPass3 of 3Documentation site found at https://docs.digitalocean.com
Developer portal developer-portalPass6 of 6Developer portal found at https://docs.digitalocean.com
OpenAPI spec published openapi-specPass7 of 7OpenAPI spec found at https://docs.digitalocean.com/reference/api/reference/openapi.json (version: 3.0.0)
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-supportFail0 of 5No OAuth 2.0 or OpenID Connect support detected
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 (scanned 45 of 45 same-origin script bundle(s) for modelContext registrations)
NLWeb /ask endpoint nlweb-askFail0 of 1No NLWeb-conformant /ask endpoint found via GET or POST
CLI tool available cli-toolPartial2 of 3CLI tool mentioned at https://docs.digitalocean.com/reference/doctl/
Multi-language SDK packages rest-sdk-packagesPass3 of 3SDK packages found across 3 ecosystems: npm, pypi, rubygems
Rate limit response headers rate-limit-headersPartial1 of 2REST rate-limit headers documented in OpenAPI spec, but not observed on a live response (API requires authentication).
Idempotency-Key support idempotency-key-supportPartial1 of 3Idempotency-Key support documented at https://docs.digitalocean.com/reference/api/reference/openapi.json but not verified on a live response (REST API is auth-gated)
JSON error responses json-error-responsesPass4 of 4no detail published

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 digitalocean.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://digitalocean.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 digitalocean.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 3Homepage: 6088 chars with H1, but 4.7% content ratio is below the 5% target. 5 of 5 sampled inner pages have text without JavaScript.
Page token budget page-token-budgetPass1 of 1All 6 measured pages fit an agent context budget (largest ~2K tokens)
Sitemap exists sitemapPass2 of 2Valid sitemap found at https://www.digitalocean.com/sitemap.xml with multiple sitemaps entries
Sitemap freshness (lastmod) sitemap-lastmodPartial0 of 1Sitemap lastmod dates are all stale - the newest is 1363 days old. Update lastmod when content changes or agents will deprioritize the whole site as unmaintained.
llms.txt exists llms-txt-existsPass1 of 1Found the llms.txt at https://docs.digitalocean.com/llms.txt.
llms.txt formatting llms-txt-formattingPartial1 of 2The llms.txt is well-formatted with markdown links, but at 72,919 characters it exceeds the 30,000-character recommendation for a navigation index.
llms.txt links resolve llms-txt-links-resolvePass2 of 2no detail published
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://digitalocean.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-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-completenessPartial1 of 22/4 metadata signals present - missing: og:image, og:type
Agent instruction / when-to-use agent-instructionPartial2 of 3When-to-use guidance found at https://docs.digitalocean.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 digitalocean.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-accuracyFail0 of 3digitalocean.com was not in the top 10 for "AI" (searched your brand name alone: no main product term from your homepage qualified)
Wikipedia / Wikidata entity presence wikipedia-presencePass4 of 4Wikipedia "DigitalOcean" and Wikidata Q17052116 both verified - domain confirmed on both sources
Developer resource discoverability agentic-search-specificPass3 of 3no detail published
Listed in MCP registries mcp-registry-listedPass1 of 1no detail published
NPM/PyPI SDK package npm-sdk-packagePass1 of 1no detail published
ChatGPT app listed chatgpt-app-listedPass2 of 2no detail published
Registry branding registry-brandingFail0 of 2No registry branding (name, icon, description) found
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. None of the 6 payment checks applied to digitalocean.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 DigitalOcean, 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.

  • Brand name discoverability: fail, 0 of 3, about 3.7 points to gain. Ora saw: digitalocean.com was not in the top 10 for "AI" (searched your brand name alone: no main product term from your homepage qualified)
  • OAuth 2.0 support: fail, 0 of 5, about 2.9 points to gain. Ora saw: No OAuth 2.0 or OpenID Connect support detected
  • WebMCP support: fail, 0 of 5, about 2.9 points to gain. Ora saw: No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 45 of 45 same-origin script bundle(s) for modelContext registrations)
  • JSON-LD structured data: fail, 0 of 4, about 2.3 points to gain. Ora saw: No JSON-LD structured data found on homepage
  • Scoped permissions: partial, 2 of 5, about 1.7 points to gain. Ora saw: OpenAPI declares security schemes but no named OAuth scopes - agents get all-or-nothing access. Declare per-scope grants (e.g. read:*, write:*) in the spec.

Our read

DigitalOcean has the specification and not the sign-in. An OpenAPI 3.0.0 file is published at docs.digitalocean.com/reference/api/reference/openapi.json, the MCP server at mcp.digitalocean.com/mcp answers and requires authentication, SDKs are in npm, PyPI and rubygems, doctl is documented, docs.digitalocean.com carries an llms.txt and five of five sampled pages read. The OAuth check found no OAuth 2.0 or OpenID Connect discovery, which is the one act-layer gap that costs real points, and the specification declares security schemes without naming scopes. The reading side has two misses that are cheap to fix and one that is not: no JSON-LD on the home page, a text ratio just under the 5 percent target, and a brand search that Ora ran on the word AI, which the domain was never going to win. None of the 45 script bundles registers a WebMCP tool. A discovery document for OAuth would finish the act layer.

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.