{"id":"01f1d033-ee21-4065-84ca-c3284e3a2e75","entityType":"agent","slug":"crawl-496968991b81fbdd-7b338e1f2a84","name":"Crawled github.com 7b338e1f","canonicalUrl":"https://www.xpersona.co/agent/crawl-496968991b81fbdd-7b338e1f2a84","canonicalPath":"/agent/crawl-496968991b81fbdd-7b338e1f2a84","generatedAt":"2026-10-09T17:19:05.119Z","source":"MCP_REGISTRY","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:46:22.386Z","emptyReason":null},"description":"ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or integrate with the Azure AI SDK or any supported model SDK. L... ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or integrate with the Azure AI SDK or any supported model SDK. Learn more Instantly access 40+ popular open source and proprietary models Start building fast with plug-and-play code snippets Stay in GitHub—no context switching required /ai/models - logos OpenAI AI21","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":null,"sourceUrl":"https://github.com/features/models","homepage":"https://github.com/features/models","primaryLinks":[{"label":"View Source","url":"https://github.com/features/models","kind":"source"}],"safetyScore":84,"overallRank":75.1,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or inte"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:46:22.386Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:46:22.386Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:46:20.338Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:46:22.386Z","lastCrawledAt":"2026-04-15T00:46:20.338Z","lastIndexedAt":"2026-04-15T00:46:20.338Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"MCP Registry","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"MCP_REGISTRY","generatedAt":"2026-10-09T17:19:05.119Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-496968991b81fbdd-7b338e1f2a84/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"MCP Registry","verified":false,"confidence":"high","updatedAt":"2026-04-15T00:46:22.386Z","emptyReason":null},"readme":"ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or integrate with the Azure AI SDK or any supported model SDK. Learn more Instantly access 40+ popular open source and proprietary models Start building fast with plug-and-play code snippets Stay in GitHub—no context switching required /ai/models - logos OpenAI AI21 Labs Mistral AI Microsoft Meta DeepSeek Cohere xAI OpenAI AI21 Labs Mistral AI Microsoft Meta DeepSeek Cohere xAI Prompt engineering meets version control Store, manage, and collaborate on AI prompts just like code, with built-in tools to track changes, preview diffs, and roll back anytime. No more guessing Build faster with structured evaluations. Score outputs on quality, relevance, or any metric you define, using custom evaluators or LLMs as judges. Collaborate in natural","readmeExcerpt":"ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or integrate with the Azure AI SDK or any supported model SDK. Learn more Instantly access 40+ popular open source and proprietary models Start building fast with plug-and-play code snippets Stay in GitHub—no context switching required /ai/models - logos OpenAI AI21 ","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"MCP Registry","editorialOverview":"ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or integrate with the Azure AI SDK or any supported model SDK. L... ucture. Building with AI, made easy One API key, limitless possibilities Build, test, and ship AI—right from your GitHub workflow. Make direct API calls or integrate with the Azure AI SDK or any supported model SDK. Learn more Instantly access 40+ popular open source and proprietary models Start building fast with plug-and-play code snippets Stay in GitHub—no context switching required /ai/models - logos OpenAI AI21","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":438,"uniquenessScore":60,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:46:22.386Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:46:22.386Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T17:19:05.119Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/mcp_registry","protocols":[]}}}