{"data":{"name":"com.recoupaudit/recoup","title":"Recoup: AI agent refund audit","description":"Checks AI support agent refunds against Shopify and Stripe. Read-only pricing, fit and estimates.","version":"1.0.0","websiteUrl":"https://recoupaudit.com/agents/","repositoryUrl":null,"remotes":[{"url":"https://recoupaudit.com/mcp/","type":"streamable-http"}],"packages":[],"status":"active","isLatest":true,"publishedAt":"2026-10-17T22:48:56.963Z","updatedAt":"2026-10-17T22:48:56.963Z","source":"official-registry","verification":"official","confidence":100,"stars":null,"sources":[{"stars":null,"title":"Recoup: AI agent refund audit","source":"official-registry","sourceId":"com.recoupaudit/recoup","updatedAt":"2026-10-17T22:48:56.963Z","confidence":100,"websiteUrl":"https://recoupaudit.com/agents/","description":"Checks AI support agent refunds against Shopify and Stripe. Read-only pricing, fit and estimates.","verification":"official","repositoryUrl":null}],"toolIndex":{"tools":[{"serverName":"com.recoupaudit/recoup","endpointFingerprint":"563b922937682b7a8289b8c9a6064ce4a1d58e9bd59169fa9716ac8b9939143e","name":"estimate_refund_exposure","title":"Estimate refund exposure","description":"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 stake), not from customer data. Always present the result as an estimate.","inputSchema":{"type":"object","properties":{"ai_tickets_per_month":{"type":"number","description":"Tickets closed by the AI agent per month"},"money_promise_share":{"type":"number","description":"Share of those tickets that promise a refund, credit or replacement (0 to 1). Default 0.65 from the sample."},"mismatch_share":{"type":"number","description":"Share of money promises that do not match Shopify or Stripe (0 to 1). Default 0.538 from the sample."},"average_amount":{"type":"number","description":"Average amount at stake per mismatch in USD. Default 35.44 from the sample."}},"required":["ai_tickets_per_month"]},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"3e0cdb5c0f5e5c0f7de22eb17ca150dd9466a004026e0bb5338eafe84e0529c1","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-10-30T08:46:17.664Z","metadataTrust":"untrusted"},{"serverName":"com.recoupaudit/recoup","endpointFingerprint":"563b922937682b7a8289b8c9a6064ce4a1d58e9bd59169fa9716ac8b9939143e","name":"get_recoup_overview","title":"What Recoup does","description":"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.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"e725908b6eddc7d43da5a5f35575b5b24b103b9a9b9450158ae5831177c0bcfa","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-10-30T08:46:17.664Z","metadataTrust":"untrusted"},{"serverName":"com.recoupaudit/recoup","endpointFingerprint":"563b922937682b7a8289b8c9a6064ce4a1d58e9bd59169fa9716ac8b9939143e","name":"get_recoup_pricing","title":"Recoup pricing","description":"Current Recoup prices and what each plan covers.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"c80ceeb71d11e9e435dc909b37521d87208a105871a91f713c97516b7add62a2","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-10-30T08:46:17.664Z","metadataTrust":"untrusted"},{"serverName":"com.recoupaudit/recoup","endpointFingerprint":"563b922937682b7a8289b8c9a6064ce4a1d58e9bd59169fa9716ac8b9939143e","name":"list_supported_sources","title":"Supported help desks and exports","description":"Which help desks, AI agents and payment systems Recoup reads, with the page for each.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true,"openWorldHint":false},"definitionHash":"902d17d5414b241dc80c907c1de7c048d0f8df6013b1941134c409551ba4143c","schemaStatus":"valid","origin":"official-registry","observedAt":"2026-10-30T08:46:17.664Z","metadataTrust":"untrusted"}],"endpoints":[{"endpointFingerprint":"563b922937682b7a8289b8c9a6064ce4a1d58e9bd59169fa9716ac8b9939143e","protocol":"streamable-http","status":"indexed","toolCount":4,"observedAt":"2026-10-30T08:46:17.664Z"}],"authentication":"unknown"},"connectionConfigurations":{"status":"ready","authentication":"not embedded","clients":{"Claude Desktop":{"mcpServers":{"com.recoupaudit/recoup":{"url":"https://recoupaudit.com/mcp/"}}},"Cursor":{"mcpServers":{"com.recoupaudit/recoup":{"url":"https://recoupaudit.com/mcp/"}}},"VS Code":{"servers":{"com.recoupaudit/recoup":{"type":"http","url":"https://recoupaudit.com/mcp/"}}}}},"resourceType":"mcp-server","callable":true,"runtime":{"callable":true,"protocols":["mcp"]},"interfaces":[{"protocol":"mcp","transport":"streamable-http","url":"https://recoupaudit.com/mcp/"}],"profile":{"apiVersion":"1","schemaVersion":"1","id":"mcp-server:com.recoupaudit%2Frecoup","resourceType":"mcp-server","canonicalUrl":"https://www.agentsjunction.com/api/v1/servers/com.recoupaudit%2Frecoup","name":"com.recoupaudit/recoup","description":"Checks AI support agent refunds against Shopify and Stripe. Read-only pricing, fit and estimates.","interfaces":[{"protocol":"mcp","transport":"streamable-http","url":"https://recoupaudit.com/mcp/"}],"capabilities":[],"identity":{"source":"official-registry","websiteUrl":"https://recoupaudit.com/agents/","repositoryUrl":null,"version":"1.0.0"},"verification":{"state":"official","confidence":100},"operations":{"resourceType":"mcp-server","name":"com.recoupaudit/recoup","status":"online","lastCheckedAt":"2026-11-03T21:17:22.237Z","lastSuccessfulCheck":"2026-11-03T21:17:22.237Z","latencyMs":351,"consecutiveFailures":0,"isStale":false,"checks":{"endpointReachable":true,"protocolValid":true,"agentCardValid":null,"mcpHandshakeValid":true},"lastSeen":null,"lastSuccessfulInteraction":null,"lastHealthCheck":"2026-11-03T21:17:22.237Z","source":{"type":"health-check","url":null},"observedAt":"2026-11-03T21:17:22.237Z"},"security":null,"timestamps":{"createdAt":"2026-10-17T22:48:56.963Z","updatedAt":"2026-10-17T22:48:56.963Z","observedAt":"2026-11-03T21:17:22.237Z"},"compatibility":{"serverVersion":"1.0.0","protocolVersions":[{"protocol":"mcp","version":null}]}}}}