{"_id":"69b2da6867df398baec12e85","name":"Azure","slug":"azure","url":"https://azure.microsoft.com","description":"","logo":"","category":"Cloud Infrastructure","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":6,"confidence":"scanner","evidence":"Azure SDK packages exist for multiple languages with mature abstractions, but the 493KB homepage and lack of OpenAPI spec suggest API responses may not be heavily optimized for token efficiency; field selection and pagination details are unclear without spec access.","na":false},"access":{"score":7,"confidence":"scanner","evidence":"Strong SDK coverage across Node.js and Python with multiple specialized packages (@azure/storage-blob, @azure/identity, @azure/keyvault-keys), but no OpenAPI spec, no MCP server implementation, and no CLI tool found limits programmatic flexibility.","na":false},"auth":{"score":8,"confidence":"scanner","evidence":"Azure identity SDKs (@azure/identity v4.13.0) provide multiple autonomous authentication methods including API keys and managed identities, enabling agents to authenticate without human intervention, though scoped permission granularity is unclear.","na":false},"speed":{"score":5,"confidence":"scanner","evidence":"No response time data collected, no rate limit information available, and no evidence of conditional requests (ETags) or concurrent request support documented; cloud-based APIs typically have network latency but specific performance characteristics are undocumented.","na":false},"discoverability":{"score":4,"confidence":"scanner","evidence":"No OpenAPI specification found, no agents.json file, and homepage lacks structured data; only the llms.txt file (46KB) provides some guidance, but this is insufficient for reliable agent navigation of Azure's vast service landscape.","na":false},"reliability":{"score":6,"confidence":"scanner","evidence":"Azure SDKs typically include versioning (evident from semantic versioning in packages), but no evidence of idempotency keys, consistent response schemas, or status page accessibility in the collected signals.","na":false},"safety":{"score":5,"confidence":"scanner","evidence":"Azure identity and KeyVault packages suggest scoped access capabilities, but no explicit evidence of sandbox/test modes, dry-run operations, or operation undo mechanisms for agents to safely experiment.","na":false},"reactivity":{"score":3,"confidence":"scanner","evidence":"No webhook, streaming, SSE, or event-driven capability signals detected; Azure's vast service portfolio likely includes some event systems, but they're not surfaced in agent-facing interfaces or documentation.","na":false}},"agentGrade":"C+","agentScore":5.94,"accessMethods":{"restApi":true,"graphql":false,"cli":false,"sdk":["Node (@azure/abort-controller)","Python (azure)"],"mcpServer":"none","openApiSpec":"","llmsTxt":true,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":50,"badgeEmbedCount":9,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.692Z","updatedAt":"2026-05-25T10:36:29.155Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:32:09.592Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":493795,"hasStructuredData":false,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":true,"path":"/llms.txt","length":46931},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@azure/abort-controller","description":"Microsoft Azure SDK for JavaScript - Aborter","version":"2.1.2"},{"name":"@azure/logger","description":"Microsoft Azure SDK for JavaScript - Logger","version":"1.3.0"},{"name":"@azure/storage-blob","description":"Microsoft Azure Storage SDK for JavaScript - Blob","version":"12.31.0"},{"name":"@opentelemetry/resource-detector-azure","description":"OpenTelemetry SDK resource detector for Azure","version":"0.21.0"},{"name":"@azure/opentelemetry-instrumentation-azure-sdk","description":"Instrumentation client for the Azure SDK.","version":"1.0.0-beta.9"},{"name":"@azure/mcp","description":"Azure MCP Server - Model Context Protocol implementation for Azure","version":"2.0.0-beta.26"},{"name":"@azure/identity","description":"Provides credential implementations for Azure SDK libraries that can authenticate with Microsoft Entra ID","version":"4.13.0"},{"name":"@azure/keyvault-keys","description":"Isomorphic client library for Azure KeyVault's keys.","version":"4.10.0"},{"name":"@azure/mcp-linux-x64","description":"Azure MCP Server - Model Context Protocol implementation for Azure, for linux on x64","version":"2.0.0-beta.26"},{"name":"@azure/mcp-win32-x64","description":"Azure MCP Server - Model Context Protocol implementation for Azure, for win32 on x64","version":"2.0.0-beta.26"}],"pypi":[{"name":"azure","version":"5.0.0","description":"Microsoft Azure Client Libraries for Python"}],"cli":false,"sdks":["Node (@azure/abort-controller)","Python (azure)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"The absence of an OpenAPI specification and MCP server makes it extremely difficult for agents to discover, understand, and safely interact with Azure's hundreds of services without human guidance.","agentSummary":"Azure provides solid SDK-based programmatic access and strong authentication mechanisms, making it usable for agents with pre-configured knowledge. However, poor discoverability due to missing OpenAPI specs and lack of MCP server support significantly hinders autonomous exploration and service discovery."}}