{"id":"2f22bd5c-962b-45d3-97c2-a030363a150c","entityType":"agent","slug":"crawl-46b716d893c5cb87-bbb37b498b8e","name":"Crawled github.com bbb37b49","canonicalUrl":"https://www.xpersona.co/agent/crawl-46b716d893c5cb87-bbb37b498b8e","canonicalPath":"/agent/crawl-46b716d893c5cb87-bbb37b498b8e","generatedAt":"2026-10-09T09:00:24.762Z","source":"GITHUB_MCP","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:16:06.678Z","emptyReason":null},"description":"duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Install dependencies pnpm install # Run in development mode pnp... duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Install dependencies pnpm install # Run in development mode pnpm dev # Build and run for production pnpm build && pnpm start --transport stdio --dsn \" postgres://user:password@localhost:5432/dbname \" See Testing and Debug . Contributors Star History About Zero-depen","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/bytebase/dbhub.git","sourceUrl":"https://github.com/bytebase/dbhub","homepage":"https://github.com/bytebase/dbhub","primaryLinks":[{"label":"View Source","url":"https://github.com/bytebase/dbhub","kind":"source"}],"safetyScore":84,"overallRank":77.2,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Instal"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:16:06.678Z","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":"2026-04-15T00:16:06.678Z","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":"2026-04-15T00:16:04.396Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:16:06.678Z","lastCrawledAt":"2026-04-15T00:16:04.396Z","lastIndexedAt":"2026-04-15T00:16:04.396Z","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/bytebase/dbhub.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-46b716d893c5cb87-bbb37b498b8e/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_MCP","generatedAt":"2026-10-09T09:00:24.762Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-46b716d893c5cb87-bbb37b498b8e/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":"2026-04-15T00:16:06.678Z","emptyReason":null},"readme":"duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Install dependencies pnpm install # Run in development mode pnpm dev # Build and run for production pnpm build && pnpm start --transport stdio --dsn \" postgres://user:password@localhost:5432/dbname \" See Testing and Debug . Contributors Star History About Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite. dbhub.ai Topics mysql postgres sql database ai sqlite mcp postgresql mariadb mssql cursor sqlserver agents codex claude dify llm anthropic claude-ai mcp-server Resources Readme License MIT license Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 2.6k stars Watchers 11 watching Forks 215 forks Report repository Releases No releases pub","readmeExcerpt":"duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Install dependencies pnpm install # Run in development mode pnpm dev # Build and run for production pnpm build && pnpm start --transport stdio --dsn \" postgres://user:password@localhost:5432/dbname \" See Testing and Debug . Contributors Star History About Zero-depen","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB MCP","editorialOverview":"duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Install dependencies pnpm install # Run in development mode pnp... duction, staging, and development databases from a single DBHub instance. See Multi-Database Configuration for complete setup instructions. Development # Install dependencies pnpm install # Run in development mode pnpm dev # Build and run for production pnpm build && pnpm start --transport stdio --dsn \" postgres://user:password@localhost:5432/dbname \" See Testing and Debug . Contributors Star History About Zero-depen","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":415,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:16:06.678Z","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":"2026-04-15T00:16:06.678Z","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":"2026-10-09T09:00:24.762Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_mcp","protocols":[]}}}