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

# SpecStream for Browser Use research reports

SpecStream is the live web data engine for teams and agents. Register a SpecStream research tool on a browser-use Agent with @tools.action. One call returns a written report from the live web with numbered citations, and the agent keeps its browser for the pages that need one.

[Read the guide](https://specstream.ai/docs/integrations/browser-use-research.md)

## What you get

A report in one tool call

The agent sends a question and gets a written report in Markdown, with a \[1\] marker after each cited sentence.

A page behind each citation

Each citation holds the page's URL and title, the time it was read and the passage behind the sentence, so the agent can open it and check.

A fixed price by depth

A report costs $0.10, $0.30 or $1.00 by depth, charged once when it is delivered. The tool returns the price with the report.

Status

Live

Category

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

Built by

SpecStream

You need

Python 3.11+, browser-use 1.0, and a SpecStream API key.

Pricing

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

Setup guide

[Read the guide](https://specstream.ai/docs/integrations/browser-use-research.md)

Help

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

## Set it up

1.  Run pip install 'browser-use==1.0.3' httpx on Python 3.11 or newer.
2.  Create a key under Agents & API in your SpecStream workspace and set it as SPECSTREAM\_API\_KEY.
3.  Register specstream\_research with @tools.action and pass tools=tools to the Agent.

[The full setup guide](https://specstream.ai/docs/integrations/browser-use-research.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 Browser Use research reports.

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

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