# mumo (mumo.chat)

Runs one chat across several AI models so you can add others mid-thread and compare their answers side by side.

- Atlas card: https://inite.ai/en/atlas/mumo.chat
- Site: https://mumo.chat
- For: people who want second opinions from several AI models on questions where the answer really matters
- Categories: agents
- Use 0/100 · alive 92/100

## Used for

- compare answers from several AI models side by side
- stress-test a pricing decision before a client call
- check a travel plan against other models' suggestions

## Price

Not read yet.

## For developers

- OpenAPI: https://mumo.chat/openapi.json (10 paths)
- API docs: https://mumo.chat/docs/api
- MCP server: chat.mumo/mcp (namespace; open on 2026-10-23, 8 tools)
- Read 2026-10-23

## MCP server, measured daily

Server: https://mumo.chat/api/mcp, checked every day since 2026-10-23 (4 checks).

- Answered: measuring, 4 daily checks so far
- Median first answer: 192 ms
- Sign-in: none
- Context its tool definitions take: about 3976 tokens (8 tools)
- Tool definitions: A, 100/100
- Warning "open_writes": create_deliberation
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Training on your data: no (https://mumo.chat/legal/privacy)
- Read 2026-10-23

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Source: INITE Atlas, https://inite.ai/en/atlas/mumo.chat. JSON: https://inite.ai/api/atlas/mumo.chat. MCP: https://inite.ai/api/mcp (atlas_lookup).