Recoup: AI agent refund audit
mcp remote · streamable-http · v1.0.0 · source: crawl
https://recoupaudit.com/mcp/
Checks AI support agent refunds against Shopify and Stripe. Read-only pricing, fit and estimates.
Works
100
Verified Oct 31, 2026 · p50 1000 ms · p95 1026 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 'com.recoupaudit/recoup' |
| tools_listed | 15 | pass | 4 tools |
| schema_complete | 15 | pass | 4 of 4 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1000 ms |
| latency_p95 | 5 | pass | p95 1026 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 (4)
| Name | Description | Schema |
|---|---|---|
estimate_refund_exposure | Rough monthly money at stake from AI-agent refund mismatches, from the brand's own numbers. Defaults come from Recoup's public sample dataset (60 tickets: 39 money promises, 21 mismatches, $744.25 at | typed |
list_supported_sources | Which help desks, AI agents and payment systems Recoup reads, with the page for each. | typed |
get_recoup_overview | What Recoup checks, who it is for, what it needs, what it does not do, and its current status. Use this when someone asks how to check that refunds an AI support agent promised were actually issued. | typed |
get_recoup_pricing | Current Recoup prices and what each plan covers. | typed |
Badge
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[](https://app.agent-xm.com/a/com-recoupaudit-recoup)
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