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

# SpecStream for Le Chat research reports

SpecStream is the live web data engine for teams and agents. Add SpecStream to Mistral Vibe as a custom MCP Connector and order a research report from a task in Work: a written answer from the live web with a citation after each cited sentence.

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

## What you get

A report from one request

Ask a question in Work and get a written report in Markdown, with a \[1\] marker after each cited sentence.

The passage behind each citation

Each citation holds the page's address and title, the time it was read and the passage behind the sentence.

A fixed price by depth

A report costs $0.10, $0.30 or $1.00 by depth, shown before it starts and charged once when it is delivered.

Status

Live

Category

[AI assistants](https://specstream.ai/integrations.md#assistants)

Built by

SpecStream

You need

A SpecStream account and an administrator of the Mistral organization, which the owner is on Free, Pro and Student.

Pricing

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

Setup guide

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

Help

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

## Set it up

1.  In Vibe, open Connectors, click + Add Connector and switch to the Custom MCP Connector tab.
2.  Write SpecStream as the Connector name and paste https://api.specstream.ai/mcp as the Server URL.
3.  Click Connect, sign in to SpecStream, then ask Work for a research report.

[The full setup guide](https://specstream.ai/docs/integrations/le-chat-research.md) has every step, with what to do if something doesn’t arrive.

## Also in AI assistants

The same live web data, in the other tools of this kind.

-   [Claude](https://specstream.ai/integrations/claude.md)
-   [ChatGPT](https://specstream.ai/integrations/chatgpt.md)
-   [Gemini](https://specstream.ai/integrations/gemini.md)
-   [Grok](https://specstream.ai/integrations/grok.md)
-   [Le Chat](https://specstream.ai/integrations/le-chat.md)
-   [Perplexity](https://specstream.ai/integrations/perplexity.md)
-   [Manus](https://specstream.ai/integrations/manus.md)
-   [See all](https://specstream.ai/integrations.md#assistants)

## Live web data, in Le Chat 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/le-chat-research.md)[Talk to a human](https://specstream.ai/talk-to-a-human.md)