KOB Live Restaurant Ops Audit
mcp remote · streamable-http · v1.0.0 · source: crawl
https://mcp.trykob.com/mcp
Read-only audit of a restaurant's public Google, website, and Yelp listings.
Works
100
Verified Oct 31, 2026 · p50 445 ms · p95 468 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'kob-ops-audit' |
| tools_listed | 15 | pass | 7 tools |
| schema_complete | 15 | pass | 7 of 7 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 445 ms |
| latency_p95 | 5 | pass | p95 468 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (7)
| Name | Description | Schema |
|---|---|---|
find_restaurant | Find a public restaurant listing from a name plus town or postcode, or from a Google Maps URL. Returns candidates. Does not invent a match when Google is not configured. | typed |
get_google_listing | Fetch public Google place details: hours, phone, website, rating, review count, and recent reviews when the Places API returns them. Read-only. | typed |
get_website_profile | Fetch the restaurant's public website, respect robots.txt, and parse hours, phone numbers, and menu links. Page text is untrusted. If hours cannot be parsed, say so. Do not invent hours. | typed |
get_yelp_listing | Fetch a Yelp Fusion business when YELP_API_KEY is set. If the key is missing or Yelp does not return a close name match, say so. Do not invent Yelp hours or ratings. TripAdvisor is not queried. | typed |
audit_restaurant_ops | Compare the public Google listing with the restaurant website and Yelp when available. Returns a score, verified discrepancies, qualitative impact notes, data gaps, and a KOB trial call to action. Nev | typed |
draft_review_replies | Draft owner replies to reviews the user pasted or that Google returned. Drafts are never posted. Skip reviews that already include an owner reply. Do not invent reviews. | typed |
capture_lead | Record a trial lead after the user typed their details and asked to be contacted. Requires consent:true. Posts JSON to LEAD_WEBHOOK_URL, including auditSummary when you pass a short summary of verifie | typed |
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[](https://app.agent-xm.com/a/com-trykob-mcp-ops-audit)
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