# Commentary (commentary.dev)

Returns structured human decisions to AI agents, rendering their plans and documents as reviewable artifacts with threaded comments.

- Atlas card: https://inite.ai/en/atlas/commentary.dev
- Site: https://commentary.dev
- For: Developers and teams reviewing agent-generated plans and documents before agents implement them
- Categories: productivity
- Use 0/100 · alive 90/100

## Used for

- challenge an implementation plan before an agent writes code
- review a markdown pull request as a rendered document
- answer agent revision requests in structured decision threads

## Price

- no price printed (read 2026-10-20 on https://commentary.dev/pricing)

## For developers

- OpenAPI: https://commentary.dev/openapi.json (126 paths)
- API docs: https://commentary.dev/developers
- MCP server: dev.commentary/review (namespace; auth on 2026-10-20)
- Read 2026-10-20

## MCP server, measured daily

Server: https://commentary.dev/mcp, checked every day since 2026-10-20 (1 checks).

- Answered: measuring, 1 daily checks so far
- Median first answer: 136 ms
- Sign-in: OAuth (the client signs the user in)
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-20

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