What Measure does
Measure MCP server connects agent-assisted debugging workflows with Measure, an open-source observability platform for mobile applications. Measure collects and presents information about crashes, application-not-responding events, bugs, performance traces, network performance, user journeys, and recorded sessions.
The platform is intended to help teams investigate problems in production and understand the context around them. Its data can include screenshots, stack traces, user actions, HTTP calls, navigations, and other session details, depending on the relevant Measure features and SDK configuration.
Measure supports Android, iOS, Flutter, and React Native applications. It can be used through Measure Cloud or deployed on a team's own servers.
How it works
The Measure MCP server gives a coding agent access to context from the Measure platform. The available context covers crashes, errors, sessions, and traces rather than only source-code information.
A typical workflow starts with an application instrumented using a Measure SDK. Developers then inspect collected production data through Measure or ask an MCP-connected agent to help investigate an issue. Session replays can show actions such as clicks, navigation, and network calls; crash and ANR records can include screenshots, filters, and detailed stack traces; performance data is organized into traces and spans.
Measure MCP server is most relevant when diagnosing a mobile issue requires linking several types of evidence. For example, a developer may need to relate a crash to the user's preceding actions, inspect a slow trace, or identify an error-prone network endpoint.
Setup and configuration
Start by signing up for Measure Cloud or hosting Measure on your own infrastructure. The project README points to Measure's documentation for hosting and for integrating the relevant mobile SDK. After an application sends data to Measure, an MCP-capable coding agent can use the Measure connection for natural-language investigation.
Consult the current Measure documentation for those operational details before configuring a client.
Tools and capabilities
Measure's documented product areas include:
- Investigating crashes and ANRs with screenshots, filtering, and stack traces.
- Reviewing performance traces and spans to locate bottlenecks.
- Examining session replays with interactions, navigation, and HTTP activity.
- Capturing and reviewing bug reports with the history of actions leading to an issue.
- Inspecting user journeys and the screens most affected by problems.
- Monitoring network performance and identifying slow or error-prone endpoints.
The MCP use case adds agent access to context about crashes, errors, sessions, and traces.
Limitations and notes
This listing does not establish that the MCP connection supports every Measure product area or expose a complete tool schema. It also does not document a particular client, authentication method, data-retention policy, or MCP transport. Measure MCP server should therefore be evaluated against the repository's current MCP documentation before adoption.
Measure requires application instrumentation to collect mobile telemetry, and the supported application platforms listed in the README are Android, iOS, Flutter, and React Native. Features such as adaptive capture can change collection levels without an application update, but the appropriate setup and operational controls depend on the Measure deployment and SDK configuration.