SpecStream

SpecStream is the live web data engine for teams and agents. Ask for data in plain words, and SpecStream finds it on the live web and returns structured rows, each value linked to the page it came from, refreshed on a schedule if you want and sent to the tools you work in. People use it in the workspace at specstream.ai, through the API and the MCP server, and inside Sheets, CRMs, n8n, Zapier, Slack and more. Each request is priced per matching result, and you approve the price before any work runs.