{"id":"1f8a3c1a-a1b0-46b5-ae6b-7908704e7cdc","entityType":"agent","slug":"crawl-084da3f43141a929-7aaac695227f","name":"Crawled github.com 7aaac695","canonicalUrl":"https://www.xpersona.co/agent/crawl-084da3f43141a929-7aaac695227f","canonicalPath":"/agent/crawl-084da3f43141a929-7aaac695227f","generatedAt":"2026-10-09T21:14:36.519Z","source":"GITHUB_MCP","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T01:16:24.178Z","emptyReason":null},"description":"ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When to Use Use this category when you need: - Academic papers... ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When to Use Use this category when you need: - Academic papers from arXiv, OpenReview, PubMed, etc. - Scientific research on specific topics - Literature reviews with date filtering - Papers containing specific methodologies or terms ## Examples Recent papers on a","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"git clone https://github.com/exa-labs/exa-mcp-server.git","sourceUrl":"https://github.com/exa-labs/exa-mcp-server","homepage":"https://github.com/exa-labs/exa-mcp-server","primaryLinks":[{"label":"View Source","url":"https://github.com/exa-labs/exa-mcp-server","kind":"source"}],"safetyScore":84,"overallRank":77.2,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T01:16:24.178Z","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":"2026-04-15T01:16:24.178Z","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":"2026-04-15T01:16:23.008Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T01:16:24.178Z","lastCrawledAt":"2026-04-15T01:16:23.008Z","lastIndexedAt":"2026-04-15T01:16:23.008Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB MCP","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"git clone https://github.com/exa-labs/exa-mcp-server.git","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-084da3f43141a929-7aaac695227f/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_MCP","generatedAt":"2026-10-09T21:14:36.519Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-084da3f43141a929-7aaac695227f/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":"GITHUB MCP","verified":false,"confidence":"high","updatedAt":"2026-04-15T01:16:24.178Z","emptyReason":null},"readme":"ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When to Use Use this category when you need: - Academic papers from arXiv, OpenReview, PubMed, etc. - Scientific research on specific topics - Literature reviews with date filtering - Papers containing specific methodologies or terms ## Examples Recent papers on a topic: ``` web_search_advanced_exa { \"query\": \"transformer attention mechanisms efficiency\", \"category\": \"research paper\", \"startPublishedDate\": \"2024-01-01\", \"numResults\": 15, \"type\": \"auto\" } ``` Papers from specific venues: ``` web_search_advanced_exa { \"query\": \"large language model agents\", \"category\": \"research paper\", \"includeDomains\": [\"arxiv.org\", \"openreview.net\"], \"includeText\": [\"LLM\"], \"numResults\": 20, \"type\": \"deep\" } ``` ## Output Format Return: 1) Results (st","readmeExcerpt":"ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When to Use Use this category when you need: - Academic papers from arXiv, OpenReview, PubMed, etc. - Scientific research on specific topics - Literature reviews with date filtering - Papers containing specific methodologies or terms ## Examples Recent papers on a ","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB MCP","editorialOverview":"ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When to Use Use this category when you need: - Academic papers... ates results before presenting - Agent returns distilled output (brief markdown or compact JSON) - Main context stays clean regardless of search volume ## When to Use Use this category when you need: - Academic papers from arXiv, OpenReview, PubMed, etc. - Scientific research on specific topics - Literature reviews with date filtering - Papers containing specific methodologies or terms ## Examples Recent papers on a","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":421,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T01:16:24.178Z","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":"2026-04-15T01:16:24.178Z","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":"2026-10-09T21:14:36.519Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_mcp","protocols":[]}}}