{"id":"7b17472e-ca8c-4e4d-b4bf-aa914ca070ff","entityType":"agent","slug":"crawl-6a4b4b0ef1481624-737ec70f6b3b","name":"Crawled github.com 737ec70f","canonicalUrl":"https://www.xpersona.co/agent/crawl-6a4b4b0ef1481624-737ec70f6b3b","canonicalPath":"/agent/crawl-6a4b4b0ef1481624-737ec70f6b3b","generatedAt":"2026-10-09T14:24:27.219Z","source":"MCP_REGISTRY","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T04:18:08.535Z","emptyReason":null},"description":"What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specif... What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specific parts of your app. Each message helps Spark understand your intent—whether you're adding a feature, refining design, or updating functionality. Pricing & Access How much does Spark cost? Spark is","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/spark","homepage":"https://github.com/features/spark","primaryLinks":[{"label":"View Source","url":"https://github.com/features/spark","kind":"source"}],"safetyScore":84,"overallRank":75.1,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iter"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T04:18:08.535Z","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":"2026-04-15T04:18:08.535Z","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":"2026-04-15T04:18:07.478Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T04:18:08.535Z","lastCrawledAt":"2026-04-15T04:18:07.478Z","lastIndexedAt":"2026-04-15T04:18:07.478Z","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-6a4b4b0ef1481624-737ec70f6b3b/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"MCP_REGISTRY","generatedAt":"2026-10-09T14:24:27.219Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-737ec70f6b3b/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":"2026-04-15T04:18:08.535Z","emptyReason":null},"readme":"What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specific parts of your app. Each message helps Spark understand your intent—whether you're adding a feature, refining design, or updating functionality. Pricing & Access How much does Spark cost? Spark is now offered in Copilot Pro+ and Enterprise, with broader availability planned for the near future. Spark draws down on your Copilot plan's premium request allowance. For additional information on billing, please refer to our documentation . For additional runtime beyond your monthly entitlement, pay-as-you-go options for additional usage are coming soon. How do I sign up? Just sign in with your GitHub account and navigate to the Spark homepage to get started. Getting S","readmeExcerpt":"What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specific parts of your app. Each message helps Spark understand your intent—whether you're adding a feature, refining design, or updating functionality. Pricing & Access How much does Spark cost? Spark is","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"MCP Registry","editorialOverview":"What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specif... What is a Spark message? A Spark message is any prompt you send to Spark to generate or modify your app using natural language. This includes inputs in the Iterate panel or when using targeted editing to adjust specific parts of your app. Each message helps Spark understand your intent—whether you're adding a feature, refining design, or updating functionality. Pricing & Access How much does Spark cost? Spark is","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":437,"uniquenessScore":60,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T04:18:08.535Z","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":"2026-04-15T04:18:08.535Z","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":"2026-10-09T14:24:27.219Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/mcp_registry","protocols":[]}}}