{"_id":"69b2da6867df398baec12e6a","name":"Amplitude","slug":"amplitude","url":"https://amplitude.com","description":"","logo":"","category":"Analytics","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":6,"confidence":"scanner","evidence":"Amplitude's analytics API likely returns detailed event and user data structures, but without OpenAPI spec or visible documentation on field selection and pagination mechanisms, token efficiency cannot be fully optimized by agents.","na":false},"access":{"score":6,"confidence":"scanner","evidence":"Amplitude provides multiple Node.js and Python SDKs with good coverage, but lacks an OpenAPI specification, MCP server, or publicly documented REST API endpoints, limiting direct programmatic access for agents.","na":false},"auth":{"score":7,"confidence":"scanner","evidence":"Amplitude supports API key authentication which enables autonomous agent access without human-in-the-loop, though scoped permissions and detailed auth documentation are not evident from the signals.","na":false},"speed":{"score":5,"confidence":"scanner","evidence":"Homepage response time data is unavailable, and rate limits, conditional request support (ETags), and concurrent request documentation are not visible in the collected signals.","na":false},"discoverability":{"score":4,"confidence":"scanner","evidence":"No OpenAPI spec, llms.txt, or agents.json found; robots.txt blocks agents; homepage has developer docs but without a machine-readable API specification, agents cannot easily discover endpoints and parameters.","na":false},"reliability":{"score":6,"confidence":"scanner","evidence":"Mature SDK versions (2.x+ for core packages) suggest versioning practices, but idempotency guarantees, API versioning strategy, and response schema consistency are not documented in available signals.","na":false},"safety":{"score":4,"confidence":"scanner","evidence":"No evidence of sandbox/test mode, dry-run capabilities, or granular token scoping in the collected signals, limiting an agent's ability to safely experiment with operations.","na":false},"reactivity":{"score":3,"confidence":"scanner","evidence":"No mention of webhooks, streaming APIs, SSE, or real-time event delivery mechanisms in the signals, suggesting limited reactivity for event-driven agent workflows.","na":false}},"agentGrade":"C+","agentScore":5.52,"accessMethods":{"restApi":true,"graphql":false,"cli":false,"sdk":["Node (@amplitude/analytics-browser)","Python (Amplitude)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":24,"badgeEmbedCount":4,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.681Z","updatedAt":"2026-04-09T07:44:39.860Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:30:29.004Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":295909,"hasStructuredData":true,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@amplitude/analytics-browser","description":"Official Amplitude SDK for Web","version":"2.36.3"},{"name":"amplitude-js","description":"Javascript library for Amplitude Analytics","version":"8.21.10"},{"name":"@amplitude/analytics-node","description":"Official Amplitude SDK for NodeJS","version":"1.5.43"},{"name":"@amplitude/node","description":"Offical Amplitude SDK for Node.js","version":"1.10.2"},{"name":"@amplitude/ampli","description":"Amplitude CLI","version":"1.36.2"},{"name":"@amplitude/analytics-core","description":"<p align=\"center\">   <a href=\"https://amplitude.com\" target=\"_blank\" align=\"center\">     <img src=\"https://static.amplitude.com/lightning/46c85bfd91905de8047f1ee65c7c93d6fa9ee6ea/static/media/amplitude-logo-with-text.4fb9e463.svg\" width=\"280\">   </a>   <b","version":"2.41.3"},{"name":"@amplitude/plugin-autocapture-browser","description":"<p align=\"center\">   <a href=\"https://amplitude.com\" target=\"_blank\" align=\"center\">     <img src=\"https://static.amplitude.com/lightning/46c85bfd91905de8047f1ee65c7c93d6fa9ee6ea/static/media/amplitude-logo-with-text.4fb9e463.svg\" width=\"280\">   </a>   <b","version":"1.23.3"},{"name":"@amplitude/plugin-network-capture-browser","description":"<p align=\"center\">   <a href=\"https://amplitude.com\" target=\"_blank\" align=\"center\">     <img src=\"https://static.amplitude.com/lightning/46c85bfd91905de8047f1ee65c7c93d6fa9ee6ea/static/media/amplitude-logo-with-text.4fb9e463.svg\" width=\"280\">   </a>   <b","version":"1.9.3"}],"pypi":[{"name":"Amplitude","version":"0.1","description":"Fast, light web-development framework"}],"cli":false,"sdks":["Node (@amplitude/analytics-browser)","Python (Amplitude)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Absence of a public OpenAPI specification and robots.txt blocking agents severely limits agent discoverability and autonomous API exploration of Amplitude's endpoints.","agentSummary":"Amplitude offers solid SDK support and API key authentication, but lacks critical machine-readable API documentation (OpenAPI spec), an MCP server, and clear safety/sandbox modes. Agents can integrate via SDKs but will struggle with autonomous API discovery and safe experimentation."}}