Use Loop with Zapier.

// Zap: Search Loop + use the result
//
// Step 1 — Trigger (Schedule by Zapier, Webhook, or any app)
//
// Step 2 — Webhooks by Zapier > Action: GET
//   URL:          https://api.stayinloop.dev/v1/search
//   URL Params:
//     q        → map from trigger, or type a literal (e.g. "vegan pizza")
//     location → Kreuzberg, Berlin
//     limit    → 5
//
// Zapier auto-parses the JSON response.
// Fields appear in the visual picker for the next step:
//
//   results__0__result_id           ← first result's stable ID
//   results__0__name                ← place name
//   results__0__confidence          ← data quality (0–1)
//   results__0__restaurant__vegan   ← vegan flag
//   results__0__restaurant__outdoor_seating
//   results__0__observed_at         ← data freshness
//
// (Double-underscore = Zapier's flattened path for nested JSON)

// To act on every result (not just the first):
//
// Step 3 — Looping by Zapier > Create Loop from Line Items
//   Values: map "results" from step 2
//
// Each iteration exposes the fields of one result.
// Limit: Looping by Zapier supports up to 250 iterations per Zap.
//
// For complex JSON object arrays, add a Code by Zapier step
// before the loop to transform the array into line items:
//
// (JavaScript in Code by Zapier)
// const results = JSON.parse(inputData.results_json);
// return results.map(r => ({
//   id:         r.result_id,
//   name:       r.name,
//   confidence: r.confidence,
//   vegan:      r.restaurant?.vegan ?? null,
// }));

// Zap step: Report outcome after acting on a result
//
// Step N — Webhooks by Zapier > Action: GET
//   URL:  https://api.stayinloop.dev/v1/details/[result_id]
//   (Swap [result_id] for the result_id field from step 2
//    using the visual field picker)
//
// Step N+1 — Webhooks by Zapier > Action: POST
//   URL:          https://api.stayinloop.dev/v1/report
//   Payload Type: JSON
//   Body:
//     result_token → pick field "result_token" from step N
//     outcome      → correct / wrong / booked / closed / other
//
// outcome must be one of those five strings.
// result_token is valid for 30 minutes after get_details().

// Pair Loop MCP + Zapier MCP so AI agents can search
// local businesses AND trigger Zapier app actions in one turn.
//
// 1. Get your personal Zapier MCP URL:
//    Go to mcp.zapier.com → create or open your MCP server
//    Add the Zapier actions your agent needs (Gmail, Sheets, Slack…)
//    Copy your personal server URL  ← treat it like a password
//
// 2. Add both MCP servers to Claude Desktop (claude.json):
//    {
//      "mcpServers": {
//        "loop":   { "url": "https://stayinloop.dev/mcp" },
//        "zapier": { "url": "<your Zapier MCP URL>" }
//      }
//    }
//
// 3. The AI agent can now:
//    search() / get_details() / verify() / report()  ← Loop tools
//    send email, update sheet, post to Slack…         ← Zapier tools
//
// Zapier MCP exposes 9,000+ app integrations.
// Loop MCP provides real-time local business data.
// They are complementary — add both.