SpecStream for Vision Agents
SpecStream is the live web data engine for teams and agents. Give a Vision Agents voice or video agent live web search. It calls SpecStream mid call and says back one answer with the site that printed it.
What you get
- One answer to say
- search_web returns the answer value as the pages print it, with its sources, so the agent says a sentence and not a list of links.
- MCP or a registered function
- Add SpecStream with MCPServerRemote in the agent's mcp_servers, or register an async function that calls the Search API.
- A limit on every call
- The agent server runs on its own API key with a spending limit. Each search is {search} per 1,000 and is kept in your history with its sources.
Set it up
- Create a SpecStream API key under Agents & API and set it as SPECSTREAM_API_KEY in .env.
- Create MCPServerRemote(url="https://api.specstream.ai/mcp") with the key as a Bearer header.
- Pass it in the agent's mcp_servers and name mcp_0_search_web in the instructions.
The full setup guide has every step, with what to do if something doesn’t arrive.
Also in Agent frameworks & builders
The same live web data, in the other tools of this kind.
Live web data, in Vision Agents.
Ask in your own words for companies, places, people, filings or anything else the web lists.