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FairMind

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

Actively maintained

Developer toolsFor developersOpen sourceFree tier
fairmind.ai ↗LinkedInX
Open fairmind.aiAlternativesSet it up for my teamIs FairMind yours? Claim the card →
At a glanceswept Oct 21, 2026

≈ 2visits/mo

Little sign of use · estimate, read Oct 13, 2026

For
Software teams whose developers use AI coding agents and need decisions and requirements kept with the code.
Activity
Actively maintainedrelease yesterday · site updated today
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
Worth knowingcomputed from what we read · each with its source
  • On the web since 2023, older than 77% of its shelfINITE Atlas
  • Has an MCP server (1 in the registry)public registry →
Your datawhat they publish, each line with its page · read Oct 21, 2026

These are FairMind's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 21, 2026
  • MCP serverai.fairmind/project-contextverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-21
  • Address to connectproject-context.fairmind.ai/mcp/mcp

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Developer toolsby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Questions this page answers
  • What is FairMind?

    Keeps requirements, decisions and issues linked to source files so coding agents check them before changing code, with people confirming agent proposals. It is listed in the Atlas under Developer tools.

  • Who is FairMind for?

    Software teams whose developers use AI coding agents and need decisions and requirements kept with the code.

  • Do people use FairMind?

    Little sign of use: ≈ 2 visits/mo · estimate, 2026-10.

  • Is FairMind still maintained?

    Actively maintained: release yesterday · site updated today.

  • Is FairMind safe?

    We do not audit vendors. What FairMind publishes, read 2026-10-21: GDPR stated on its privacy policy.

  • What are alternatives to FairMind?

    In Developer tools, by use: Ollama, Unblocked, Snyk, Cline Agent, Sourcegraph, Superset.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk