Read, send and continue

SpecStream is the live web data engine for teams and agents. Use the configured MCP server at https://api.specstream.ai/mcp.

Read list_find_rows and follow each next_cursor through the cursor argument until it is null. The first page is not the whole result. Open get_find_decisions to show each condition check with the value observed, its source and the time it was read. Never invent links or fill in unknown facts. Keep the original read times and do not call reused evidence fresh.

When the person asks, send_to_destination sends selected results to Google Sheets, Excel, Notion, Airtable, HubSpot, Salesforce or an Outlook draft. An Outlook draft lands in the person's own Drafts folder and is never sent. export_find makes a download link as CSV, Excel, JSON or HTML. Reading, exporting and sharing cost nothing.

Finding more, adding facts or rechecking is new work with its own reviewed price. A recheck costs half the rate for a row that changed and 1 cent for a row that did not.

create_capacity_schedule sets up a monitor and is a write. It needs a scope, a cadence, a validity period and limits per run and per period. A monitor reruns on its schedule and labels each change: still matches, no longer matches, unresolved or unavailable. Creating one does not fund it. A blocked or missed run is not an unchanged result and is not bought later. Pause or revoke a monitor when the owner says so.

The workspace is the place to explore the full history. Do not present a small result widget as the whole workspace.