Clarivateclarivate.com
Clarivate's API program shows strong API design and discoverability fundamentals, but partners and their agents face a steep onboarding barrier: there is no quickstart, no code samples, and no changelog — meaning a new partner must figure out first steps from scratch and has no way to anticipate breaking changes. Structured data gaps further prevent answer engines from surfacing Clarivate's APIs in AI-driven search.
API DesignA clean, typed, well-governed API contract agents can reason about3 pass2 warn0 fail92A+
| Signal | Points | Findings | Rationale | |
|---|---|---|---|---|
| pass | Auth declared & discoverablevia docs | 25/25 | Authentication is required across the API (declared globally or on every operation), so an agent knows credentials are needed. Investigated: docs 100%, spec 50%, wellknown 50%. | Agents can only call an API when they can determine its auth posture — a declared scheme, or an explicit statement that none is required. |
| warn | Machine-readable, versioned contractvia spec | 21.3/25 | The API sets a version ("1.0.7") but exposes no versioning scheme in the URL, a header, or the media type, so an agent can't pin to a specific version. Investigated: spec 85%, docs 70%. Fix: Pick a versioning scheme (URL path /v1/, Accept: application/vnd.x+json, or a version header) and apply it consistently. | A current OpenAPI version with a declared versioning scheme lets agents reason about the contract. |
| warn | Schema coverage & depthvia spec | 19.2/25 | Only 60% of the 10 operations document request and response schemas, so an agent can't do function-calling against most endpoints. Investigated: spec 77%, sdk 27%. Fix: Add request and response schemas to enable agent function-calling. | Typed, complete request/response schemas are what make agent function-calling possible. |
| pass | Security & governance hygienevia spec | 15/15 | No credential-shaped strings detected in spec. Investigated: spec 100%, sdk 100%, wellknown 0%. | No leaked secrets, no critical lint violations, no OWASP API Top-10 spec smells, and a published vulnerability-disclosure channel. |
| pass | Example coveragevia sdk | 10/10 | README is present and includes a runnable quickstart. Investigated: sdk 100%, spec 15%, docs 0%. | Examples carry shape semantics schemas under-specify — for humans and agents alike. |
Developer ExperienceThe context both developers and agents need to integrate fast — onboarding, code samples, complete descriptions and worked examples2 pass0 warn3 fail58D
| Signal | Points | Findings | Rationale | |
|---|---|---|---|---|
| pass | Self-service developer portalvia docs | 29/29 | Signup page found at https://access.clarivate.com/login?app=cadp&client_id=f4d085c9-30ee-4a31-b4a8-259e6666a9df&redirect_uri=https%3A%2F%2Fapi.clarivate.com%2Fauth%2Fclarivate%2Fcallback&response_type=code&scope=profile%20email, but no free tier or sandbox is documented in docs/pricing, so an agent may hit a paywall. Investigated: docs 100%. | A first call without a human in the loop — self-serve credentials, a free tier, or an API that needs none. |
| pass | Description completenessvia spec | 15/15 | Only 50% of operations and parameters have descriptions (0 of 2 ops, 0 of 0 params), leaving an agent to guess what most endpoints do. Investigated: spec 100%, sdk 70%. | Complete descriptions are the context humans and agents need to use endpoints. |
| fail | Quickstart presentvia docs | 0/25 | No quickstart or getting-started page found at the conventional docs paths, so new developers and agents have no obvious first step. Investigated: docs 0%. Fix: Publish a single-page quickstart that goes from zero to a first successful API call. | A quickstart is the fastest path from landing page to first successful call. |
| fail | Code samples in docsvia docs | 0/18 | No code samples detected across 1 sampled docs pages, so a coding agent gets no ready-to-use examples. Investigated: docs 0%. Fix: Add copy-pasteable code samples to API reference and quickstart pages. | Multi-language samples shorten time-to-first-call. |
| fail | Changelog publishedvia spec | 0/13 | No changelog link or mention appears in the spec, so an agent can't tell what changed before something breaks. Investigated: spec 0%, docs 0%. Fix: Publish a structured changelog (e.g., /changelog.json or releases.atom) and reference it in info or externalDocs. | A published changelog lets partners track changes without surprise. |
Agent DiscoveryPartners and their agents can find your APIs — llms.txt, registries, crawlable and reachable docs2 pass2 warn0 fail82A
| Signal | Points | Findings | Rationale | |
|---|---|---|---|---|
| pass | Docs reachable, not hard auth-gatedvia docs | 30/30 | All 1 pages are publicly accessible. Investigated: docs 100%. | Agents can only index and fetch docs they can reach — past auth gates and over correct HTTP semantics. |
| pass | Registry & SDK presencevia docs | 28/28 | Indexed on Context7 (websites/developer_clarivate, 424 snippets). Investigated: docs 100%, sdk 25%, cli 0%, mcp 0%, wellknown 0%. | Listing in MCP registries and publishing SDKs puts the API where agents and their tooling look. |
| warn | llms.txt present, valid & comprehensivevia docs | 15/30 | No llms.txt found at any candidate location (https://developer.clarivate.com/llms.txt, https://developer.clarivate.com/docs/llms.txt). Investigated: docs 50%, sdk 0%. | A valid, comprehensive llms.txt is the machine-readable entry point for agents. |
| warn | Crawlable / AEOvia wellknown | 6/12 | No sitemap found via robots.txt or /sitemap.xml on the docs host, so AI search engines have no crawl map for your docs. Investigated: wellknown 50%. Fix: Publish an XML sitemap and reference it from robots.txt. | Bots allowed plus a fresh sitemap make docs findable by agent crawlers. |
Agent UnderstandingAgents can correctly interpret your APIs — machine-readable errors, consistent descriptions, structured data, parseable docs2 pass3 warn1 fail74B
| Signal | Points | Findings | Rationale | |
|---|---|---|---|---|
| pass | Machine-readable errors (RFC 9457)via docs | 28/28 | No error responses (4xx/5xx or a catch-all default) are documented anywhere in the spec, so an agent can't anticipate or handle failures. Investigated: docs 100%, sdk 100%, spec 50%. | RFC 9457 problem details and a documented error-code inventory let agents parse failures without burning tokens. |
| pass | Agent-navigable, token-efficient docsvia docs | 22/22 | All 1 pages contain server-rendered content. Investigated: docs 100%. | Server-rendered, clean, small-footprint docs are what an agent can cheaply fetch and parse correctly. |
| warn | Operation purpose clarityvia sdk | 13.2/25 | Read/write classification is mostly ambiguous: only 16/270 operations classified. Investigated: sdk 53%, spec 30%. Fix: Use standard verbs (get/list/create/update/delete) and clear mutation semantics so agents can tell reads from writes. | Agents select the right endpoint from its summary + operationId; clear, named operations make tool-selection reliable — the strongest driver of correct tool choice. |
| warn | Agent instructions file (AGENTS.md)via sdk | 5/10 | No agents.md or skill.md context file found (nice-to-have for agent operation). Investigated: sdk 50%, wellknown 0%. Fix: Add an agents.md or skill.md describing how an agent should use this SDK (auth setup, key operations, gotchas). | An AGENTS.md gives coding agents explicit setup, auth, and usage instructions to interpret and operate the API — beyond llms.txt's link index. |
| warn | Description consistency across surfaces | 0.9/7 | Mean pairwise description similarity across 2 surfaces (spec, docs) is 4% (threshold 35% for full credit). Fix: Align the API description across spec, docs, and SDK so an agent reading any one surface gets the same story. | Every surface tells the same story about what the product is. |
| fail | Docs structured datavia docs | 0/8 | No JSON-LD or OpenGraph/meta tags found across 1 assessed pages (1 JS-rendered), so answer engines have nothing to cite. Investigated: docs 0%. Fix: Server-render structured data (JSON-LD) so AI answer engines can cite your docs. | Structured data (JSON-LD/schema.org) on docs pages gives agents an unambiguous parse target and is what answer engines cite. Detected on the JS-rendered head (Firecrawl) for a bounded page budget, so JS-injected JSON-LD is now caught; pages we can't render are excluded rather than failed. |
Agent UsabilityAgents have the context to use your APIs reliably, not just find them2 pass2 warn1 fail59D
| Signal | Points | Findings | Rationale | |
|---|---|---|---|---|
| pass | Idempotency documentedvia sdk | 27/27 | Built-in retry machinery is present (grep-derived). Investigated: sdk 100%, spec 0%, docs 0%. | Documented idempotency lets agents retry safely. |
| warn | Sandbox separationvia sdk | 10/20 | No test-mode flag or sandbox environment is exposed. Investigated: sdk 50%, spec 0%, docs 0%. Fix: Expose a test-mode flag or sandbox environment so agents can exercise the SDK safely. | An isolated environment lets agents exercise destructive operations safely. |
| pass | Runnable collection with test scriptsvia sdk | 9/9 | README is present and includes a runnable quickstart. Investigated: sdk 100%, platform 0%. | A public, maintained collection with assertions is runnable truth agents validate against. |
| warn | Rate-limit signalingvia spec | 1.1/22 | No rate-limit response headers are documented, so an agent can't tell when it is approaching a limit and will get throttled. Investigated: spec 5%, docs 5%. Fix: Add x-ratelimit-* response headers and document retry-after semantics. | Machine-readable rate-limit headers let agents throttle adaptively. |
| fail | Pagination documented & consistentvia spec | 0/22 | List endpoints offer no pagination, so an agent can't page through large collections. Investigated: spec 0%, docs 0%. Fix: Add cursor-based pagination to list endpoints. | Consistent, documented pagination lets agents traverse collections. |
Resources Discovered
The public resources we found for Clarivate — the evidence behind the score. All discovered from public sources; nothing here requires access to your systems.