> SpecStream is the live web data engine for teams and agents. This is the Markdown copy of https://specstream.ai/integrations/cuga. Every page, with what SpecStream does and costs: https://specstream.ai/llms.txt

# SpecStream for CUGA

SpecStream is the live web data engine for teams and agents. IBM's open-source agent gets SpecStream from its tool registry. It searches the live web, reads whole pages and builds lists of records, with the price shown before any list runs.

[Read the guide](https://specstream.ai/docs/integrations/cuga.md)

## What you get

One entry in the registry YAML

Add specstream under mcpServers with transport http and a bearer key read from the environment.

Only the tools you list

include keeps an unattended agent to search\_web and read\_pages.

A price before a list runs

Deep Search reads the request and quotes the most it can cost. Nothing paid starts until the maximum is approved.

Status

Live

Category

[Agent frameworks & builders](https://specstream.ai/integrations.md#frameworks)

Built by

SpecStream

You need

CUGA and a SpecStream account.

Pricing

[You pay for the matches](https://specstream.ai/pricing.md)

Setup guide

[Read the guide](https://specstream.ai/docs/integrations/cuga.md)

Help

[Talk to a human](https://specstream.ai/talk-to-a-human.md)

## Set it up

1.  Create an API key under Agents & API in your SpecStream workspace and export it as SPECSTREAM\_API\_KEY.
2.  Add https://api.specstream.ai/mcp under mcpServers with transport http and bearer auth.
3.  Start the registry with MCP\_SERVERS\_FILE pointing at your file, and ask.

[The full setup guide](https://specstream.ai/docs/integrations/cuga.md) 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.

-   [OpenAI API](https://specstream.ai/integrations/openai.md)
-   [OpenAI Agents SDK](https://specstream.ai/integrations/openai-agents-sdk.md)
-   [LangChain](https://specstream.ai/integrations/langchain.md)
-   [LlamaIndex](https://specstream.ai/integrations/llamaindex.md)
-   [CrewAI](https://specstream.ai/integrations/crewai.md)
-   [Vercel](https://specstream.ai/integrations/vercel.md)
-   [Haystack](https://specstream.ai/integrations/haystack.md)
-   [See all](https://specstream.ai/integrations.md#frameworks)

## Live web data, in CUGA.

Ask in your own words for companies, places, people, filings or anything else the web lists.

[Read the guide](https://specstream.ai/docs/integrations/cuga.md)[Talk to a human](https://specstream.ai/talk-to-a-human.md)