MCP tool
save_deal_watchlist
Save to watchlist
Save a business, franchise, lender, or industry page to the authenticated user's Capbench watchlist for later. Pass a Capbench slug or URL. Requires connection.
Input
| Field | Type | Notes |
|---|---|---|
| kindrequired | string | One of: business, listing, franchise, lender, industry. |
| refrequired | string | Capbench slug or absolute URL of the item. |
| label | string | Optional display label. |
| note | string | Optional note. |
Example call
Save this listing to the buyer's watchlist.
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "save_deal_watchlist",
"arguments": {
"kind": "listing",
"ref": "midwest-logistics-co",
"label": "Midwest Logistics"
}
}
}POST to https://www.capbench.com/api/mcp.
Output
Personalized results computed from the authenticated user's own saved Capbench buyer profile (and any deal facts passed). Read tools return analysis; write tools confirm the change. Until the user connects Capbench, the tool returns an authentication/connect prompt instead.
Example response
Every result is wrapped in the standard CapBench envelope — same canonical_url, data_freshness, methodology, source_summary, caveats, and citation as the REST API.
{
"ok": true,
"canonical_url": "https://www.capbench.com/buyers/browse",
"data_freshness": {
"sba_records_through": "2026-05-31",
"fdic_records_through": "2026-03-31",
"dealroom_last_updated": "2026-06-21",
"timezone": "America/Chicago"
},
"source_summary": [
"Public SBA 7(a) loan records",
"FDIC institution data",
"CapBench lender and franchise enrichment"
],
"results": null,
"caveats": [
"CapBench data is market intelligence, not a credit decision or SBA eligibility determination."
],
"citation": {
"label": "CapBench SBA Intelligence",
"url": "https://www.capbench.com/buyers/browse",
"source_type": "CapBench Data"
}
}Caveats
- Requires the user to connect Capbench in ChatGPT (OAuth). Write tools also require explicit user confirmation (user_confirmed: true).
- Estimates are heuristics from public SBA benchmarks plus the buyer's profile — not a credit decision or SBA eligibility determination.
Continuation URL
If the user isn't connected, the result asks them to connect Capbench in ChatGPT; if connected without a profile, it routes them to create one.
Lead & consent
Lender introductions and profile writes require explicit confirmation; sharing a profile with lenders is a separate, logged consent.