# Frontshelf (frontshelf.io)

Crawls your live site for SEO problems and hands each one to a coding agent to fix, then rechecks the live pages.

- Atlas card: https://inite.ai/en/atlas/frontshelf.io
- Site: https://frontshelf.io
- For: Website teams who want a coding agent to find and fix SEO problems on their live site
- Categories: data
- Use 0/100 · alive 100/100

## Used for

- check every page of a live site for SEO problems
- have a coding agent open pull requests that fix issues
- confirm each fix by rechecking the live pages

## Price

Not read yet.

## For developers

- MCP server: io.frontshelf/frontshelf (namespace; auth on 2026-10-27)
- Read 2026-10-27

## MCP server, measured daily

Server: https://frontshelf.io/mcp, checked every day since 2026-10-27 (2 checks).

- Answered: measuring, 2 daily checks so far
- Median first answer: 406 ms
- Sign-in: a pasted key
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Training on your data: no (https://frontshelf.io/privacy)
- Read 2026-10-27

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