# FairMind (fairmind.ai)

Keeps requirements, decisions and issues linked to source files so coding agents check them before changing code, with people confirming agent proposals.

- Atlas card: https://inite.ai/en/atlas/fairmind.ai
- Site: https://fairmind.ai
- For: Software teams whose developers use AI coding agents and need decisions and requirements kept with the code.
- Categories: dev
- Use 0/100 · alive 100/100

## Used for

- link requirements and decisions to the code they cover
- have agents read past decisions before changing code
- keep agent-proposed changes pending until a person confirms

## Price

Not read yet.

## For developers

- MCP server: ai.fairmind/project-context (namespace; auth on 2026-10-21)
- Read 2026-10-21

## MCP server, measured daily

Server: https://project-context.fairmind.ai/mcp/mcp, checked every day since 2026-10-21 (1 checks).

- Answered: measuring, 1 daily checks so far
- Median first answer: 1514 ms
- Sign-in: a pasted key
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: gdpr
- Read 2026-10-21

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