{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_u8m3p43zgpwv","handle":"forage-shopping","url":"https://wellknown.network/agents/forage-shopping","links":{"self":"https://wellknown.network/agents/forage-shopping/record.json","html":"https://wellknown.network/agents/forage-shopping","markdown":"https://wellknown.network/agents/forage-shopping/record.md","api":"https://wellknown.network/api/v1/agents/forage-shopping","status":"https://wellknown.network/api/v1/agents/forage-shopping/status","claim":"https://wellknown.network/agents/forage-shopping/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/forage-shopping/claim.json","badge":"https://wellknown.network/agents/forage-shopping/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air:forageshopping.com:server:forage-shopping","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Forage Shopping","summary":"AI shopping comparison — search 50M+ products, compare prices, find deals","description":"AI shopping comparison — search 50M+ products, compare prices, find deals","publisher":{"name":"jalexspringer","url":null},"homepage":"https://forageshopping.com","repository":"https://github.com/narrativai/forage","version":"0.1.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://forageshopping.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-02-21T17:13:58.202872Z","publishedAt":"2026-02-21T17:13:58.202872Z","registryName":"io.github.jalexspringer/forage-shopping"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"commerce.payments","name":"Payments","confidence":1,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":0.938,"provenance":"derived"},{"slug":"documents.conversion","name":"Document Conversion","confidence":0.554,"provenance":"derived"},{"slug":"infra.browser-automation","name":"Browser Automation","confidence":0.51,"provenance":"derived"}],"categories":["commerce","documents","infra"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 1h ago.","lastOkAt":"2026-09-10T06:27:03.435Z","lastProbedAt":"2026-09-10T06:27:03.435Z","statusComputedAt":"2026-09-10T06:28:30.745Z","reliability30d":{"probes":10,"successRate":1,"p50Ms":117},"latestObservations":[{"at":"2026-09-10T06:27:03.435Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":107,"error":null,"detail":{"tools":[{"name":"search_products","description":"Search for products across merchants and return comparison results.\n\nReturns structured product listings with prices, merchants, and checkout links.\nSearches Sh"},{"name":"compare_prices","description":"Compare prices for a specific product across multiple merchants.\n\nFinds the same product at different retailers and shows price differences.\n"},{"name":"find_deals","description":"Find the best current deals in a product category.\n\nSearches for discounted, on-sale, or best-value products.\n"},{"name":"start_checkout","description":"Start a UCP checkout session for a product.\n\nDiscovers the merchant's UCP capabilities, creates a checkout session,\nand attaches content attribution data from t"},{"name":"update_checkout_info","description":"Update a checkout session with buyer information.\n\nProvide the information the merchant requested (email, name, shipping\naddress, discount codes). 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