Canaryusers
Run a flock of synthetic AI users against your deployed app to surface real-user friction points and suggested fixes before or right after release.
Overview
CanaryUsers is a MCP server for the Ship phase that runs AI synthetic users on your deployed app and reports UX friction with fix-oriented guidance.
What is this MCP server?
- Remote MCP at https://www.canaryusers.ai/api/mcp (streamable-http)
- Bearer API token from canaryusers.ai/dashboard (CI & API) with MCP enabled
- AI user flock explores deployed apps and reports where people get stuck
- Outputs include friction findings oriented toward actionable fixes
- Manifest version 1.2.0; onboarding at canaryusers.ai/mcp
- Remote MCP URL: https://www.canaryusers.ai/api/mcp
- Manifest server version: 1.2.0
- Auth: required Bearer token from dashboard CI & API with MCP toggle on
What problem does it solve?
After deploy you still do not know which flows confuse real users, and manual session replays eat the time you need to iterate.
Who is it for?
Indie builders with a live or staging URL who want fast, agent-driven exploratory QA beyond scripted tests.
Skip if: Teams needing compliance-grade penetration testing, load testing, or offline local-only QA with no external service.
What do I get? / Deliverables
With a dashboard API token and MCP enabled, your agent can launch synthetic user runs and receive stuck-point reports you can turn into concrete product fixes.
- Friction and stuck-point reports from AI user runs
- Fix-oriented signals for onboarding and core flows
- Agent-triggered testing loop tied to CI & API credentials
Recommended MCP Servers
Journey fit
Post-deploy synthetic user runs belong in Ship when you are validating flows, onboarding, and UX under realistic interaction before you scale Launch traffic. CanaryUsers exercises live deployments like exploratory QA, which maps to testing rather than security review or performance tuning alone.
How it compares
Synthetic user-journey testing MCP, not a unit-test runner or calendar integration.
Common Questions / FAQ
Who is ai.canaryusers/canaryusers for?
Solo builders and small teams shipping web or app flows who want AI agents to probe deployments like curious users and highlight friction.
When should I use ai.canaryusers/canaryusers?
Use it in Ship during testing passes on staging or production URLs before launch campaigns or right after you ship onboarding or checkout changes.
How do I add ai.canaryusers/canaryusers to my agent?
Generate a Bearer API token at canaryusers.ai/dashboard under CI & API, enable MCP, and configure your client for https://www.canaryusers.ai/api/mcp with Authorization Bearer.