{"data":{"_id":"69b2da6867df398baec12ee8","name":"Apify","slug":"apify","url":"https://apify.com","description":"","logo":"","category":"Web Scraping","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":6,"confidence":"scanner","evidence":"Apify provides SDKs and APIs for web scraping/automation but lacks explicit field selection or pagination optimization signals; responses likely contain substantial payload for scraped data.","na":false},"access":{"score":8,"confidence":"scanner","evidence":"Strong programmatic access with REST API, official SDKs in Node.js and Python, CLI support, and an MCP server (@apify/actors-mcp-server) providing multiple integration pathways for agents.","na":false},"auth":{"score":7,"confidence":"scanner","evidence":"Supports API key authentication enabling autonomous agent access without human-in-the-loop, though detailed scoping information and test/production key segregation are not evident from available signals.","na":false},"speed":{"score":6,"confidence":"scanner","evidence":"Web scraping platform inherently faces variable latency depending on target sites; no explicit rate limit documentation, caching headers, or concurrent request optimization signals visible in collected data.","na":false},"discoverability":{"score":7,"confidence":"scanner","evidence":"Developer documentation is available and /llms.txt is published for AI discovery, but no OpenAPI spec was found; REST API patterns likely predictable but formal specification would strengthen discoverability.","na":false},"reliability":{"score":6,"confidence":"scanner","evidence":"Web scraping inherently faces reliability challenges from target site changes; no explicit signals on idempotency keys, API versioning strategy, or status page monitoring in collected data.","na":false},"safety":{"score":6,"confidence":"scanner","evidence":"Apify provides isolated actor execution environments reducing unintended side effects, but no explicit dry-run mode, undo operations, or granular scoped tokens for limiting actor permissions are evident.","na":false},"reactivity":{"score":5,"confidence":"scanner","evidence":"No webhook, streaming, or SSE signals detected; web scraping operations require polling-based monitoring, making real-time reactivity limited for agent automation workflows.","na":false}},"agentGrade":"B","agentScore":6.6,"accessMethods":{"restApi":true,"graphql":false,"cli":true,"sdk":["Node (@apify/utilities)","Python (apify)"],"mcpServer":"none","openApiSpec":"","llmsTxt":true,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":29,"badgeEmbedCount":5,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.725Z","updatedAt":"2026-04-09T07:43:08.455Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:39:59.362Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":489382,"hasStructuredData":false,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":true,"path":"/llms.txt","length":12062},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":false,"hasSitemap":true}},"packages":{"npm":[{"name":"@apify/utilities","description":"Tools and constants shared across Apify projects.","version":"2.25.5"},{"name":"@apify/log","description":"Tools and constants shared across Apify projects.","version":"2.5.33"},{"name":"apify-client","description":"Apify API client for JavaScript","version":"2.22.2"},{"name":"@apify/consts","description":"Tools and constants shared across Apify projects.","version":"2.51.1"},{"name":"@apify/datastructures","description":"Tools and constants shared across Apify projects.","version":"2.0.3"},{"name":"@apify/actors-mcp-server","description":"Apify MCP Server","version":"0.9.9"},{"name":"@crawlee/types","description":"Shared types for the crawlee projects","version":"3.16.0"},{"name":"@crawlee/core","description":"The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data extraction and web automation jobs (not only) with headless Chrome and Puppeteer.","version":"3.16.0"},{"name":"@crawlee/utils","description":"A set of shared utilities that can be used by crawlers","version":"3.16.0"},{"name":"@crawlee/memory-storage","description":"A simple in-memory storage implementation of the Apify API","version":"3.16.0"}],"pypi":[{"name":"apify","version":"3.3.1","description":"Apify SDK for Python"}],"cli":true,"sdks":["Node (@apify/utilities)","Python (apify)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Absence of an OpenAPI specification and lack of webhook/streaming support limits agent ability to discover capabilities and react to events in real-time.","agentSummary":"Apify is well-positioned for agent use with strong SDKs, CLI support, and an MCP server enabling multiple programmatic access patterns for web scraping automation. However, missing formal API documentation and limited reactivity features prevent it from reaching top-tier agent-readiness."}}}