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

# SpecStream for kotaemon

SpecStream is the live web data engine for teams and agents. Add one JSON entry in kotaemon's MCP Servers tab, and its ReAct and ReWOO agents can search the live web and read pages next to your documents.

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

## What you get

Web answers beside your files

An agent answers from your indexed documents and from the live web in the same chat, with the URL of each web result.

Pick the tools

Name the SpecStream tools the agent may use with enabled\_tools, and leave the rest off.

A limit on the key

The key kotaemon holds has its own spending limit, so a loop of searches cannot spend past it.

Status

Live

Category

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

Built by

SpecStream

You need

kotaemon 0.12.0 or newer 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/kotaemon.md)

Help

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

## Set it up

1.  Create a SpecStream API key with a spending limit.
2.  In Resources, MCP Servers, Add, paste the SpecStream entry and click Add MCP Servers.
3.  In Settings, Reasoning settings, tick \[MCP\] specstream for the ReAct or ReWOO agent, then pick that agent in Chat settings.

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

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

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