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

# SpecStream for MetaGPT

SpecStream is the live web data engine for teams and agents. MetaGPT's custom search engine takes one async function. Give it SpecStream's, and the Researcher and Searcher roles search the live web through the Search API.

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

## What you get

Research reports from live search

The Researcher writes its search questions, searches each through SpecStream, reads the top pages and writes a Markdown report.

The shape MetaGPT expects

The function returns title, link and snippet for each result, or one string, as MetaGPT's run\_func asks.

No code with the Bing engine

Set bing\_url in the search block of config2.yaml to SpecStream's Bing address, and the Bing engine searches through SpecStream.

Status

Live

Category

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

Built by

SpecStream

You need

MetaGPT with an LLM configured, 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/metagpt.md)

Help

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

## Set it up

1.  Create a SpecStream API key under Agents & API and set it as SPECSTREAM\_API\_KEY.
2.  Copy the specstream\_search function, which calls POST https://api.specstream.ai/v1/web-search.
3.  Set config.search.api\_type to SearchEngineType.CUSTOM\_ENGINE and config.search.search\_func to the function, then run the Researcher.

[The full setup guide](https://specstream.ai/docs/integrations/metagpt.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 MetaGPT.

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

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