Measure MCP
Measure MCP: an agent reads mobile app crashes, ANRs, traces, sessions and bug reports and looks for the root cause.
- 1,445 ★ on the repository
- Last commit
- Apache-2.0
Extended access
Why this level
- Reads crashes, sessions and bug reports that carry information about app users.
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add mcp/measure-mcpDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewExtended accessThe tool runs code or makes network calls and only reads external data.
- Reads crashes, sessions and bug reports that carry information about app users.
This is third-party code. Review the repository files before installing.
What it does
Measure is an open-source mobile app monitoring platform and a Firebase Crashlytics alternative: crashes and ANRs, performance traces, session replays, bug reports, funnels and user journeys. The MCP server is available at `https://agent.measure.sh/mcp` over Streamable HTTP, and sign-in goes through an OAuth consent screen. A connected coding agent reads app data right inside the workflow: it looks at an error, takes the stack trace, the history of user actions and related context and proposes a fix. The site lists clients where this works: Claude Code, Codex, Cursor, Gemini, OpenCode, Cline and others. The same Measure agent answers questions about the app in Slack.
Who it is for. Mobile teams on Android, iOS, Flutter and React Native that work through production crashes and slowness straight from the code editor.
Good fit when
- The crash count grew after a release and the agent looks for the most frequent stack and the user flow before it.
- An ANR on older devices needs traces and sessions where it reproduces.
- A user bug report is analysed together with the history of their actions.
- Before a fix you need to know on which screens the app crashes most.
Not a fit when
- The app is not connected to Measure and there is no data.
- Team policy forbids handing traces and sessions to an external AI agent.
- You need web analytics for a site, while Measure is built for mobile apps.
Example request
Find the most frequent crash in the latest Android app version, show the stack and the action history before it and propose a fix.MCP
- Transport
- http
- Authentication
- OAuth
Limitations
It needs a Measure Cloud account or a self-hosted instance with the app SDKs connected. The agent sees the data available to the signed-in user: stacks, sessions and bug reports may contain information about users. The tool list is not documented in the repository, so check the MCP section on measure.sh. The server address in the registry belongs to the cloud version, and for a self-hosted instance look it up in the hosting documentation.
How to disable. Revoke the authorization in Measure settings and remove the MCP connection from the client. App data stays in Measure.
FAQ
How do I connect Measure to Claude Code?
Add a remote Streamable HTTP server at `https://agent.measure.sh/mcp` and complete authorization on the Measure consent page. The exact command depends on the client version, and the steps are on measure.sh/docs/mcp.
Which clients does the server work with?
The site names Claude Code, Codex, Cursor, Gemini, OpenCode, Cline, Roo Code, Devin, Kilo Code and other MCP clients.
Is Measure Cloud required?
No. You can self-host Measure following the hosting guide, and Measure Cloud remains the option with no deployment.
What data does the agent see?
Crashes and ANRs, performance traces, sessions and bug reports of the app. The agent sees what is open to the signed-in user.
Can I ask the same questions in Slack?
Yes, the same Measure agent answers questions about errors, sessions and traces from Slack. MCP is for working from a code editor.
Discussion
No questions or reviews yet.
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Comparison with similar tools
Cards that share the main search query, and how they differ.
| Tool | Official | Authentication | Repository stars | Main difference |
|---|---|---|---|---|
| Measure MCP (this card) | yes | OAuth | 1,445 | |
| Sentry MCP | no | API key | 961 | works through errors and traces in Sentry; Measure MCP opens sessions, bug reports and traces of mobile apps |
| Firebase MCP Server | yes | OAuth | 4,490 | manages Firebase services; Measure MCP stands in for Crashlytics with open mobile monitoring |
README in short
The repository holds the backend, the dashboard and SDKs for Android, iOS, Flutter and React Native. The MCP server is built in `backend/agent/mcp` and the OAuth consent screen lives in the dashboard.