{"id":"d44ba888-8e90-4b64-91bb-dabadaf17e32","entityType":"agent","slug":"crawl-6a4b4b0ef1481624-634ae6db7fc2","name":"Crawled github.com 634ae6db","canonicalUrl":"https://www.xpersona.co/agent/crawl-6a4b4b0ef1481624-634ae6db7fc2","canonicalPath":"/agent/crawl-6a4b4b0ef1481624-634ae6db7fc2","generatedAt":"2026-10-09T06:49:52.621Z","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":"to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday life—like a recipe planner that re... to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday life—like a recipe planner that remembers dietary needs or a restaurant finder that adapts to your tastes. Whether you're building for your team, your community, or just yourself, Spark gives you the power to create intelligent apps","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":"to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smar"},"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-6a4b4b0ef1481624-634ae6db7fc2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"MCP_REGISTRY","generatedAt":"2026-10-09T06:49:52.621Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6a4b4b0ef1481624-634ae6db7fc2/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":"to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday life—like a recipe planner that remembers dietary needs or a restaurant finder that adapts to your tastes. Whether you're building for your team, your community, or just yourself, Spark gives you the power to create intelligent apps—no code required (unless you want to). GitHub Spark usage is subject to the GitHub Terms of Service and Privacy Statement , which outline your rights, responsibilities, and how your data is handled. Do I need to know how to code to use Spark? No coding experience? No problem. Spark is built for people with all levels of technical fluency. You can describe what you want to build in plain language, and Spark handles the heavy lifting. If you have a development background, you","readmeExcerpt":"to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday life—like a recipe planner that remembers dietary needs or a restaurant finder that adapts to your tastes. Whether you're building for your team, your community, or just yourself, Spark gives you the power to create intelligent apps","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"MCP Registry","editorialOverview":"to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday life—like a recipe planner that re... to prototype features, test ideas with real users, or launch open source projects. Turn spreadsheets into interactive apps, build internal tools, or create smart helpers for everyday life—like a recipe planner that remembers dietary needs or a restaurant finder that adapts to your tastes. Whether you're building for your team, your community, or just yourself, Spark gives you the power to create intelligent apps","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":430,"uniquenessScore":62,"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":"2026-10-09T06:49:52.621Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/mcp_registry","protocols":[]}}}