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Integrations / AI assistants

SpecStream for ChatGPT

With SpecStream added, ChatGPT answers requests for companies, places, grants and filings with records from the live web, each value linked to the page that states it. Add it as a custom MCP server and call it with @SpecStream in any chat.

What you get

  • Ask in any languageWrite the request in Spanish, German or Japanese. SpecStream reads it the same way it reads English.
  • Downloads, maps includedAsk for a download and get CSV, Excel, JSON or HTML, plus KML and GeoJSON when the records have places. Each link works for 24 hours.
  • Teach it a directory pagePaste three to eight rows you copied from a public page. SpecStream learns to read the rest of that page and previews the records it finds.

Where it works

Set it up

  1. Go to chatgpt.com/plugins, select the plus button, choose Add custom MCP server, and paste https://api.specstream.ai/mcp under Connection.
  2. Set Authentication to OAuth, select I understand and want to continue, then Create as a plugin, and install it.
  3. Start a new conversation, type @, choose SpecStream, and sign in to SpecStream when ChatGPT asks.

The full setup guide has every step, with what to do if something doesn’t arrive.

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Live web data, in ChatGPT

Ask in your own words for companies, places, people, filings or anything else the web lists. You see the price before anything runs and pay only for the matches.