FairMind runs on your own machine — the client starts it, so there is no endpoint to ping. 263 installs a week from pypi. Last commit 9 Nov 2026.
Release gate for AI systems from FairMind: evaluations, framework evidence and ledger snapshots.
Today is the operative word: we check FairMind every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add fairmind -e 'FAIRMIND_API_URL=<FAIRMIND_API_URL>' -e 'FAIRMIND_API_KEY=<FAIRMIND_API_KEY>' -- uvx fairmind-mcp
{
"mcpServers": {
"fairmind": {
"command": "uvx",
"args": [
"fairmind-mcp"
],
"env": {
"FAIRMIND_API_KEY": "<FAIRMIND_API_KEY>",
"FAIRMIND_API_URL": "<FAIRMIND_API_URL>"
}
}
}
}
[mcp_servers.fairmind]
command = "uvx"
args = ["fairmind-mcp"]
env = { FAIRMIND_API_URL = "<FAIRMIND_API_URL>", FAIRMIND_API_KEY = "<FAIRMIND_API_KEY>" }
{
"mcpServers": {
"fairmind": {
"command": "uvx",
"args": [
"fairmind-mcp"
],
"env": {
"FAIRMIND_API_KEY": "<FAIRMIND_API_KEY>",
"FAIRMIND_API_URL": "<FAIRMIND_API_URL>"
}
}
}
}
{
"servers": {
"fairmind": {
"type": "stdio",
"command": "uvx",
"args": [
"fairmind-mcp"
],
"env": {
"FAIRMIND_API_KEY": "<FAIRMIND_API_KEY>",
"FAIRMIND_API_URL": "<FAIRMIND_API_URL>"
}
}
}
}
Put your own values in place of
<FAIRMIND_API_URL> (Base URL of your FairMind host), <FAIRMIND_API_KEY> (FairMind API key, minted at POST /api/v1/auth/api-keys).
The author’s registry entry marks them as required.
Run AI evaluations, record agent traces and gate releases on evidence, with scoped org access.
Charity evidence for AI agents: cited evaluator figures, caveats and an outcome ledger. Read-only.
Local MCP framework for bounded cross-model delegation, routing and evidence verification.
Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.
Governance for AI agents in health systems: inventory, scoped permissions, evidence, revocation.
MCP server for Reolink cameras: snapshots, device state, AI detection, PTZ, and deterrence controls
Read-only MCP access to a local append-only evidence ledger for AI agent sessions.
Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.
Answers built from our own checks of this server.