{"id":"88ea2e9c-d78c-40f0-8b3f-a1091e7df0b7","entityType":"agent","slug":"crawl-6a4b4b0ef1481624-a545eed2a549","name":"Crawled github.com a545eed2","canonicalUrl":"https://www.xpersona.co/agent/crawl-6a4b4b0ef1481624-a545eed2a549","canonicalPath":"/agent/crawl-6a4b4b0ef1481624-a545eed2a549","generatedAt":"2026-10-09T04:44:10.713Z","source":"MCP_REGISTRY","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T04:18:08.590Z","emptyReason":null},"description":"ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secur... ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secure by blending powerful AI capabilities with hands-on flexibility, code-level control, and GitHub&#x27;s complete platform—empowering everyone to go from idea to production faster, all in one place. It’s","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":"ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent appl"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T04:18:08.590Z","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":"2026-04-15T04:18:08.590Z","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":"2026-04-15T04:18:08.590Z","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-a545eed2a549/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"MCP_REGISTRY","generatedAt":"2026-10-09T04:44:10.713Z"}},"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-a545eed2a549/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-a545eed2a549/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":"2026-04-15T04:18:08.590Z","emptyReason":null},"readme":"ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secure by blending powerful AI capabilities with hands-on flexibility, code-level control, and GitHub&#x27;s complete platform—empowering everyone to go from idea to production faster, all in one place. It’s built for modern web development, supporting TypeScript and React. Everything runs and deploys on an integrated runtime environment with strong defaults designed to help you move fast, stay focused, and scale with confidence. What can I build with Spark? From AI-powered tools to personal side projects, Spark helps you build real, functional apps—fast. Use it to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive a","readmeExcerpt":"ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secure by blending powerful AI capabilities with hands-on flexibility, code-level control, and GitHub&#x27;s complete platform—empowering everyone to go from idea to production faster, all in one place. It’s ","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"MCP Registry","editorialOverview":"ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secur... ecause it’s built on the tools 150 million developers already rely on, your apps are ready to scale from day one. How does it work? Spark makes intelligent application development more accessible, adaptable, and secure by blending powerful AI capabilities with hands-on flexibility, code-level control, and GitHub&#x27;s complete platform—empowering everyone to go from idea to production faster, all in one place. It’s","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":433,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T04:18:08.590Z","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":"2026-04-15T04:18:08.590Z","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":"2026-10-09T04:44:10.713Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/mcp_registry","protocols":[]}}}