# 눈치 · nunchi.biz (nunchi.biz)

Tracks how brands appear in AI assistant answers from Claude, ChatGPT and other engines, and serves that data to them through MCP.

- Atlas card: https://inite.ai/en/atlas/nunchi.biz
- Site: https://nunchi.biz
- For: Businesses tracking how their brand appears in AI answers from Claude, ChatGPT, Perplexity and Gemini
- Categories: marketing
- Use not measured/100 · alive 100/100

## Used for

- Check brand mentions in AI search answers
- Review robots.txt settings for AI crawlers
- Connect AI assistants to nunchi through MCP

## Price

- freemium (read 2026-10-31 on https://nunchi.biz/pricing.html)

## For developers

- OpenAPI: https://nunchi.biz/openapi.json (48 paths)
- MCP server: biz.nunchi/nunchi (namespace; auth on 2026-10-29)
- MCP server: biz.nunchi/nunchi-try (namespace; open on 2026-10-29, 2 tools)
- Read 2026-10-29

## MCP server, measured daily

Server: https://mcp.gmp.ai/nunchi/try, checked every day since 2026-10-29 (5 checks).

- Answered: measuring, 5 daily checks so far
- Median first answer: 304 ms
- Sign-in: none
- Context its tool definitions take: about 196 tokens (2 tools)
- Tool definitions: A, 100/100
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-29

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