ShortlistLens
Structured website and review evidence for AI-assisted local-business shortlisting.
Crawler Summary
[](https://sourcebot.dev) [](https://github.com/sourcebot-dev/sourcebot) [](https://sourcebot.dev) [](https://github.com/sourcebot-dev/sourcebot) [ or Stripe credits.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp"
],
"requires": [
"mcp",
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/sourcebot-dev/sourcebot#input",
"outputSchemaRef": "https://github.com/sourcebot-dev/sourcebot#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:53:20.721Z",
"sourceUpdatedAt": "2026-02-24T19:53:20.721Z",
"freshnessSeconds": 19554968
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP",
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "NPM",
"generatedAt": "2026-10-09T03:49:29.286Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "modelcontextprotocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "code-search",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "sourcebot",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "code-intelligence",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract protocol:OPENCLEW|unknown|profile capability:mcp|supported|profile capability:modelcontextprotocol|supported|profile capability:code-search|supported|profile capability:sourcebot|supported|profile capability:code-intelligence|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP, OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:53:20.721Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp",
"href": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:53:20.721Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/sourcebot-dev/sourcebot#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:53:20.721Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Sourcebot Dev",
"href": "https://github.com/sourcebot-dev/sourcebot#readme",
"sourceUrl": "https://github.com/sourcebot-dev/sourcebot#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/npm-sourcebot-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to @sourcebot/mcp and adjacent AI workflows.