gowindmill.com valid
gowindmill.com
Windmill is the leading AI-powered performance review platform. Our AI agent builds a context graph of your people from the tools they already use, so reviews are grounded in real work, run 90% faster, and require zero nagging. Reviews take minutes, not weeks.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T12:21:37.177Z. Cached copy · Source on gowindmill.com
# gowindmill.com
> Windmill is the leading AI-powered performance review platform. Our AI agent builds a context graph of your people from the tools they already use, so reviews are grounded in real work, run 90% faster, and require zero nagging. Reviews take minutes, not weeks.
## When to use Windmill
- Use Windmill when a people or HR team needs performance reviews grounded in year-round evidence instead of manager memory. Windmill collects permission-aware context from the work tools a company already uses and helps authorized users draft, review, and calibrate performance feedback.
- Use Windmill to prepare recurring 1:1s, summarize recent work, track follow-ups, and keep manager conversations connected to prior commitments.
- Use Windmill to request continuous feedback from the people who actually collaborated, run conversational pulse surveys, understand organizational collaboration patterns, or measure company-wide AI-tool adoption.
- Use Windmill's MCP server when an authenticated user wants to query their permitted Windmill data from Claude, Cursor, Codex, or another MCP client. Connect to `https://mcp.gowindmill.com/mcp` with Streamable HTTP and complete the OAuth sign-in flow. The server applies the same permissions as the Windmill product; an agent must never assume access to data its user cannot view.
- Do not use Windmill as an autonomous employment decision-maker. Managers and People teams remain responsible for ratings, promotion, compensation, disciplinary, and other consequential decisions.
## Agent resources
- [Agent and MCP overview](https://gowindmill.com/agents): Supported agent workflows and connection guidance.
- [MCP setup guide](https://help.gowindmill.com/features/mcp): Instructions for connecting an MCP-compatible client.
- [MCP server](https://mcp.gowindmill.com/mcp): OAuth-protected Streamable HTTP endpoint.
- [Machine-readable integration manifest](https://gowindmill.com/.well-known/integrations.json): MCP transport and authentication declaration.
- [MCP server card](https://gowindmill.com/.well-known/mcp/server-card.json): Canonical MCP endpoint metadata.
## Features
- [Performance Reviews](https://gowindmill.com/features/performance-reviews): Our AI agent gathers data and context from your team all year, so reviews are 90% written when the cycle starts and take 6 minutes, not 6 hours. Includes AI drafts with tone control, draft history, insights with rating distributions and NPS breakdowns, and progress tracking.
- [1:1s](https://gowindmill.com/features/one-on-ones): Smart agendas built from recent work, role context, and past discussions. Catch Me Up briefings adapt to every relationship: your direct report, your manager, or a peer. Includes shared templates, inline meeting recordings, and version history.
- [Pulse Surveys](https://gowindmill.com/features/pulse-surveys): Conversational surveys run by our AI agent in Slack or the Windmill dashboard. One-time, recurring, calendar-triggered, or new-hire 30/60/90
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