PluginBench
MCP Server
Active
Apache-2.0

Measure MCP Server

sh.measure/measure

Mobile app observability platform with AI debugging via MCP—crashes, errors, performance traces, and session replays.

RepositoryRegistry

What is the Measure MCP server?

The Measure MCP server integrates Measure's mobile app observability platform with AI agents, enabling natural language debugging of crashes, errors, performance issues, and user sessions. It provides access to crash analysis, ANRs, performance traces, session replays, and network monitoring data for Android, iOS, Flutter, and React Native apps.

Measure is an open-source mobile app observability platform that helps teams monitor and fix crashes, ANRs, bugs, and performance issues. The MCP server exposes Measure's debugging capabilities to AI agents, allowing you to query crash data, analyze performance traces, review session replays, and understand app health—all through natural language queries in Slack or your coding agent.

How to install Measure

Copy-paste configuration for popular MCP clients.

transport: http
Config generated by PluginBench — verify against the source before use.
~/.cursor/mcp.json
{
  "mcpServers": {
    "measure": {
      "url": "https://agent.measure.sh/mcp"
    }
  }
}

Tools & capabilities

Tools this server exposes to the agent.

  • Crash and ANR Analysis — Query and analyze app crashes and ANRs with detailed stacktraces, screenshots, and filters.
  • Session Replays — Access session replay data with automatic tracking of clicks, navigations, HTTP calls, and user interactions.
  • Performance Traces — Analyze app performance with traces and spans to identify bottlenecks and performance issues.
  • App Health Metrics — Monitor key metrics and health indicators for your mobile app.
  • Network Performance — Monitor and analyze network performance across your app, including slowest and error-prone endpoints.
  • Bug Reports — Access bug reports captured with device context and full user action history.
  • User Journeys — Visualize user navigation through the app and identify screens most affected by issues.

Use cases

  • Debug mobile app crashes and ANRs with full context including stacktraces and screenshots
  • Analyze performance bottlenecks using traces and spans to optimize app responsiveness
  • Review session replays to understand user behavior leading up to bugs or errors
  • Monitor network performance to identify slow or failing API endpoints
  • Track app health metrics and performance deltas across releases
  • Investigate user journeys to understand how issues impact specific user flows

Measure MCP server FAQ

What is the Measure MCP server?

It's an MCP integration that connects Measure's mobile app observability platform to AI agents like Claude, enabling natural language debugging of crashes, errors, performance issues, and user sessions.

Is Measure free?

Measure is open source under the Apache 2.0 license. You can self-host it on your own servers or use Measure Cloud (pricing available at measure.sh).

How do I install the Measure MCP server in Cursor or Claude?

The server is available as a remote MCP at https://agent.measure.sh/mcp. Add it to your MCP configuration with the streamable-http transport.

What mobile platforms does Measure support?

Measure supports Android, iOS, Flutter, and React Native apps.

What authentication is required?

You need a Measure account (either Measure Cloud or self-hosted) and appropriate API credentials to connect the MCP server.

Can I use Measure with my existing mobile app?

Yes. Measure provides SDKs for Android, iOS, Flutter, and React Native that integrate into your existing apps to start collecting crash, performance, and session data.

README (reference)

Source of truth, from the repository.

<p align="center"> <a href="https://measure.sh"> <img width="1400" height="460" alt="Measure Github Logo" src="./frontend/dashboard/public/images/measure_logo.svg" /> </a> </p> <p align="center"> <a href="https://makeapullrequest.com"><img alt="PRs Welcome" src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=shields"/></a> <a href="https://github.com/measure-sh/measure/commits"><img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/measure-sh/measure"/></a> <a href="https://github.com/measure-sh/measure/issues?q=is%3Aclosed"><img alt="GitHub closed issues" src="https://img.shields.io/github/issues-closed/measure-sh/measure"/></a> <a href="https://swiftpackageindex.com/measure-sh/measure"><img alt="Swift Version Compatibility Badge" src="https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Fmeasure-sh%2Fmeasure%2Fbadge%3Ftype%3Dswift-versions"/></a> <a href="https://swiftpackageindex.com/measure-sh/measure"><img alt="Platform Compatibility Badge" src="https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Fmeasure-sh%2Fmeasure%2Fbadge%3Ftype%3Dplatforms"/></a> <a href="https://central.sonatype.com/artifact/sh.measure/measure-android"><img alt="Measure Android on Maven Central" src="https://img.shields.io/maven-metadata/v.svg?metadataUrl=https%3A%2F%2Frepo1.maven.org%2Fmaven2%2Fsh%2Fmeasure%2Fmeasure-android%2Fmaven-metadata.xml&label=maven"/></a> <a href="https://pub.dev/packages/measure_flutter"><img alt="Measure Flutter on pub.dev" src="https://img.shields.io/pub/v/measure_flutter"/><a> <a href="https://www.npmjs.com/package/@measuresh/react-native"><img alt="Measure React Native on npm" src="https://img.shields.io/npm/v/@measuresh/react-native"/></a> </p>

Mobile apps break, get to the root cause faster

Measure helps mobile teams monitor and fix crashes, ANRs, bugs, and performance issues. The open source alternative to Firebase Crashlytics.

Quick start

Sign up to Measure Cloud or self host on your own servers. Once you've logged in, check out our SDK integration docs.

Features

Session Replays 🎥

Debug issues easily with session replays. Get the complete context with automatic tracking for clicks, navigations, http calls and more.

<img alt="Session Replays" src="./frontend/dashboard/public/images/product_screenshots/session_replays.webp" />

App Health 📈

Monitor important metrics to stay on top of app health. Quickly see deltas to make sure you're moving in the right direction.

<img alt="App Health" src="./frontend/dashboard/public/images/product_screenshots/app_health.webp" />

Crashes 💥 and ANRs ⏳

Automatically track Crashes and ANRs. Dive deeper with screenshots, filters and detailed stacktraces.

<img alt="Crashes and ANRs" src="./frontend/dashboard/public/images/product_screenshots/crashes_and_anrs.webp" />

Performance Traces ⚡️

Analyze app performance with traces and spans. Break down complex issues and intelligently smoothen out bottlenecks.

<img alt="Performance Traces" src="./frontend/dashboard/public/images/product_screenshots/performance_traces.webp" />

Bug Reports 🐞

Capture bug reports with a device shake or SDK call. Get full history of user actions leading to the bug.

<img alt="Bug Reports" src="./frontend/dashboard/public/images/product_screenshots/bug_reports.webp" />

User Journeys 👣

Understand how users move through your app. Easily visualise screens most affected by issues.

<img alt="User Journeys" src="./frontend/dashboard/public/images/product_screenshots/user_journeys.webp" />

Network Performance 📡

Monitor and improve network performance across your app. Identify the slowest and most error-prone endoints for targeted improvements.

<img alt="Network Performance" src="./frontend/dashboard/public/images/product_screenshots/network_performance.webp" />

Adaptive Capture 💰

Dynamically adjust data collection parameters without needing to roll out app updates. Turn up data collection during a new release and turn it down to save on storage and costs when things are running smoothly.

<img alt="Adaptive Capture" src="./frontend/dashboard/public/images/product_screenshots/adaptive_capture.webp" />

Measure Agent 🧠

Debug your apps in natural language with full context about crashes, errors, sessions and traces from Slack or your coding agent via MCP.

<img alt="Measure Agent" src="./frontend/dashboard/public/images/product_screenshots/measure_agent.webp" />

Goal

Building performant mobile apps is hard. Monitoring and debugging them in production is harder. Mobile developers need to use a variety of different tools to stitch context together to understand and improve their apps.

Measure's goal is to be a single source of truth for mobile app production observability so that humans and agents can analyze bugs, improve performance and get to the root cause faster.

We operate in public as much as possible and we aim to be community focused and driven by feedback from real developers building in the trenches.

We would love for you to contribute to Measure by opening issues, sending PRs, giving the repo a ⭐ and recommending us to your fellow developers!

Important Docs

  1. Getting Started - Integrate our SDK and start monitoring your apps in no time.
  2. Explore Features - Learn about the features available in Measure and how to use them
  3. Contribution Guide - Contribute to Measure

Platforms

Measure supports Android, iOS, Flutter and React Native. More platforms may be supported in the future.

Roadmap

Check out what's being worked on and what's in the pipeline in our Issue Tracker

Open Source License

Measure is fully open source and is available under the Apache 2.0 license

Maintainers

Contributors

Measure would not be possible without our amazing contributors! ❤️

<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --> <!-- prettier-ignore-start --> <!-- markdownlint-disable --> <table> <tbody> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/anupcowkur"><img src="https://avatars.githubusercontent.com/u/1691740?v=4?s=100" width="100px;" alt="Anup Cowkur"/><br /><sub><b>Anup Cowkur</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=anupcowkur" title="Code">💻</a> <a href="#maintenance-anupcowkur" title="Maintenance">🚧</a> <a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Aanupcowkur" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/measure-sh/measure/commits?author=anupcowkur" title="Documentation">📖</a> <a href="#security-anupcowkur" title="Security">🛡️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/abhaysood"><img src="https://avatars.githubusercontent.com/u/3646627?v=4?s=100" width="100px;" alt="Abhay Sood"/><br /><sub><b>Abhay Sood</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=abhaysood" title="Code">💻</a> <a href="#maintenance-abhaysood" title="Maintenance">🚧</a> <a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Aabhaysood" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/measure-sh/measure/commits?author=abhaysood" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/detj"><img src="https://avatars.githubusercontent.com/u/280236?v=4?s=100" width="100px;" alt="Debjeet Biswas"/><br /><sub><b>Debjeet Biswas</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=detj" title="Code">💻</a> <a href="#maintenance-detj" title="Maintenance">🚧</a> <a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Adetj" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/measure-sh/measure/commits?author=detj" title="Documentation">📖</a> <a href="#security-detj" title="Security">🛡️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/adwinross"><img src="https://avatars.githubusercontent.com/u/9717171?v=4?s=100" width="100px;" alt="Adwin Ronald Ross"/><br /><sub><b>Adwin Ronald Ross</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=adwinross" title="Code">💻</a> <a href="#maintenance-adwinross" title="Maintenance">🚧</a> <a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Aadwinross" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/measure-sh/measure/commits?author=adwinross" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/gandharva"><img src="https://avatars.githubusercontent.com/u/1049219?v=4?s=100" width="100px;" alt="gandharva kumar"/><br /><sub><b>gandharva kumar</b></sub></a><br /><a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Agandharva" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/measure-sh/measure/commits?author=gandharva" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/vunder"><img src="https://avatars.githubusercontent.com/u/8414626?v=4?s=100" width="100px;" alt="Aleksei Starchikov"/><br /><sub><b>Aleksei Starchikov</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=vunder" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://amitsamant.in"><img src="https://avatars.githubusercontent.com/u/41822551?v=4?s=100" width="100px;" alt="Amit Samant"/><br /><sub><b>Amit Samant</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=DominatorVbN" title="Code">💻</a> <a href="https://github.com/measure-sh/measure/commits?author=DominatorVbN" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/hoermannpaul"><img src="https://avatars.githubusercontent.com/u/22156026?v=4?s=100" width="100px;" alt="Paul Hörmann"/><br /><sub><b>Paul Hörmann</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=hoermannpaul" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/shabinder/"><img src="https://avatars.githubusercontent.com/u/44765050?v=4?s=100" width="100px;" alt="Shabinder Singh"/><br /><sub><b>Shabinder Singh</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=Shabinder" title="Code">💻</a> <a href="https://github.com/measure-sh/measure/commits?author=Shabinder" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/kamalnayan04"><img src="https://avatars.githubusercontent.com/u/70440124?v=4?s=100" width="100px;" alt="Kamal Nayan"/><br /><sub><b>Kamal Nayan</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=kamalnayan04" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://abhaypro.com/"><img src="https://avatars.githubusercontent.com/u/61083922?v=4?s=100" width="100px;" alt="Abhay kumar"/><br /><sub><b>Abhay kumar</b></sub></a><br /><a href="#security-abhayclasher" title="Security">🛡️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://medium.com/@developersancho"><img src="https://avatars.githubusercontent.com/u/30066734?v=4?s=100" width="100px;" alt="Mr.Sanchez"/><br /><sub><b>Mr.Sanchez</b></sub></a><br /><a href="#ideas-developersancho" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/fahmisdk6"><img src="https://avatars.githubusercontent.com/u/10940190?v=4?s=100" width="100px;" alt="fahmisdk6"/><br /><sub><b>fahmisdk6</b></sub></a><br /><a href="https://github.com/measure-sh/measure/issues?q=author%3Afahmisdk6" title="Bug reports">🐛</a> <a href="#ideas-fahmisdk6" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/gyan-kukufm"><img src="https://avatars.githubusercontent.com/u/157699013?v=4?s=100" width="100px;" alt="gyan-kukufm"/><br /><sub><b>gyan-kukufm</b></sub></a><br /><a href="https://github.com/measure-sh/measure/issues?q=author%3Agyan-kukufm" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/naftaly"><img src="https://avatars.githubusercontent.com/u/221626?v=4?s=100" width="100px;" alt="Alex Cohen"/><br /><sub><b>Alex Cohen</b></sub></a><br /><a href="#ideas-naftaly" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ritikjainx"><img src="https://avatars.githubusercontent.com/u/61776980?v=4?s=100" width="100px;" alt="Ritik Jain"/><br /><sub><b>Ritik Jain</b></sub></a><br /><a href="#ideas-ritikjainx" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/suhaibkazi"><img src="https://avatars.githubusercontent.com/u/79201523?v=4?s=100" width="100px;" alt="Suhaib"/><br /><sub><b>Suhaib</b></sub></a><br /><a href="https://github.com/measure-sh/measure/issues?q=author%3Asuhaibkazi" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jose-a-rodrigues-alb"><img src="https://avatars.githubusercontent.com/u/90902581?v=4?s=100" width="100px;" alt="José Rodrigues"/><br /><sub><b>José Rodrigues</b></sub></a><br /><a href="#ideas-jose-a-rodrigues-alb" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/prudhvir3ddy"><img src="https://avatars.githubusercontent.com/u/20471162?v=4?s=100" width="100px;" alt="prudhvi reddy"/><br /><sub><b>prudhvi reddy</b></sub></a><br /><a href="#ideas-prudhvir3ddy" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/alphaleadership"><img src="https://avatars.githubusercontent.com/u/47387699?v=4?s=100" width="100px;" alt="alphaleadership"/><br /><sub><b>alphaleadership</b></sub></a><br /><a href="#ideas-alphaleadership" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Stavrenas"><img src="https://avatars.githubusercontent.com/u/7922854?v=4?s=100" width="100px;" alt="Stavros Malakoudis"/><br /><sub><b>Stavros Malakoudis</b></sub></a><br /><a href="#ideas-Stavrenas" title="Ideas, Planning, & Feedback">🤔</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/arunsudharsan"><img src="https://avatars.githubusercontent.com/u/93662534?v=4?s=100" width="100px;" alt="Arun sudharsan"/><br /><sub><b>Arun sudharsan</b></sub></a><br /><a href="#ideas-arunsudharsan" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/abhishekkumariiitdelhi"><img src="https://avatars.githubusercontent.com/u/6185502?v=4?s=100" width="100px;" alt="Abhishek "/><br /><sub><b>Abhishek </b></sub></a><br /><a href="#ideas-abhiMishka" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/adnan-rapido"><img src="https://avatars.githubusercontent.com/u/100269103?v=4?s=100" width="100px;" alt="adnan-rapido"/><br /><sub><b>adnan-rapido</b></sub></a><br /><a href="#ideas-adnan-rapido" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/asheesh-verma"><img src="https://avatars.githubusercontent.com/u/102595847?v=4?s=100" width="100px;" alt="Asheesh Verma"/><br /><sub><b>Asheesh Verma</b></sub></a><br /><a href="https://github.com/measure-sh/measure/issues?q=author%3Aasheesh-verma" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/bhanup212"><img src="https://avatars.githubusercontent.com/u/21024787?v=4?s=100" width="100px;" alt="Bhanupro"/><br /><sub><b>Bhanupro</b></sub></a><br /><a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Abhanup212" title="Reviewed Pull Requests">👀</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Cmalakoudis"><img src="https://avatars.githubusercontent.com/u/78799823?v=4?s=100" width="100px;" alt="Charalampos Malakoudis"/><br /><sub><b>Charalampos Malakoudis</b></sub></a><br /><a href="https://github.com/measure-sh/measure/issues?q=author%3ACmalakoudis" title="Bug reports">🐛</a> <a href="#ideas-Cmalakoudis" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Joaquin144"><img src="https://avatars.githubusercontent.com/u/80385154?v=4?s=100" width="100px;" alt="Vibhu"/><br /><sub><b>Vibhu</b></sub></a><br /><a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3AJoaquin144" title="Reviewed Pull Requests">👀</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Pranathi-pellakuru"><img src="https://avatars.githubusercontent.com/u/84898399?v=4?s=100" width="100px;" alt="Pranathi-pellakuru"/><br /><sub><b>Pranathi-pellakuru</b></sub></a><br /><a href="#ideas-Pranathi-pellakuru" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/hubcio"><img src="https://avatars.githubusercontent.com/u/5490304?v=4?s=100" width="100px;" alt="Hubert Gruszecki"/><br /><sub><b>Hubert Gruszecki</b></sub></a><br /><a href="https://github.com/measure-sh/measure/pulls?q=is%3Apr+reviewed-by%3Ahubcio" title="Reviewed Pull Requests">👀</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ashyyhere"><img src="https://avatars.githubusercontent.com/u/203688643?v=4?s=100" width="100px;" alt="Ash"/><br /><sub><b>Ash</b></sub></a><br /><a href="#maintenance-ashyyhere" title="Maintenance">🚧</a> <a href="https://github.com/measure-sh/measure/commits?author=ashyyhere" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Gryzor"><img src="https://avatars.githubusercontent.com/u/15253?v=4?s=100" width="100px;" alt="Martin Marconcini"/><br /><sub><b>Martin Marconcini</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=gryzor" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://forcegt.github.io"><img src="https://avatars.githubusercontent.com/u/31688051?v=4?s=100" width="100px;" alt="Gaurav Thakkar"/><br /><sub><b>Gaurav Thakkar</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=ForceGT" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/senti-man"><img src="https://avatars.githubusercontent.com/u/312449751?v=4?s=100" width="100px;" alt="sungju Kim"/><br /><sub><b>sungju Kim</b></sub></a><br /><a href="#security-senti-man" title="Security">🛡️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/quxaa"><img src="https://avatars.githubusercontent.com/u/71214341?v=4?s=100" width="100px;" alt="quxaa"/><br /><sub><b>quxaa</b></sub></a><br /><a href="#security-quxaa" title="Security">🛡️</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/timhaines"><img src="https://avatars.githubusercontent.com/u/19700?v=4?s=100" width="100px;" alt="Tim Haines"/><br /><sub><b>Tim Haines</b></sub></a><br /><a href="#security-timhaines" title="Security">🛡️</a></td> <td align="center" valign="top" width="14.28%"><a href="http://peng.ly"><img src="https://avatars.githubusercontent.com/u/23277273?v=4?s=100" width="100px;" alt="Iain"/><br /><sub><b>Iain</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=NotAFlightRisk" title="Code">💻</a> <a href="https://github.com/measure-sh/measure/commits?author=NotAFlightRisk" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/chaoliextern"><img src="https://avatars.githubusercontent.com/u/307033199?v=4?s=100" width="100px;" alt="chaoliextern"/><br /><sub><b>chaoliextern</b></sub></a><br /><a href="https://github.com/measure-sh/measure/commits?author=chaoliextern" title="Code">💻</a> <a href="https://github.com/measure-sh/measure/commits?author=chaoliextern" title="Tests">⚠️</a></td> </tr> </tbody> </table> <!-- markdownlint-restore --> <!-- prettier-ignore-end --> <!-- ALL-CONTRIBUTORS-LIST:END -->

Discord

Come say hi on our Discord

Related MCP servers

MImicroservices.sh logo

microservices.sh

Maintained

MCP server for AI agents to plan, verify, and deploy Cloudflare-native apps.

1
JavaScript
MIT
View repository →
MLmlab.sh logo

mlab.sh

Maintained

Threat intelligence: enrich IOCs (IP, domain, URL, hash), search CVEs and actors, scan SBOMs.

2
MIT
View repository →
MOmozg logo

mozg

Active

Exam-scored knowledge brains for AI agents—measured, honest about gaps, and attributing sources.

8
TypeScript
AGPL-3.0
View repository →
SHsh.newsflash/newsflash logo

sh.newsflash/newsflash

Active

Real-time corroborated news events + 5-year archive, for agents. Free tier, no key.

1
JavaScript
MIT
View repository →
SHsh.objekt/mcp-upload logo

sh.objekt/mcp-upload

Maintained

Public file storage for AI agents. Upload files and get a permalink back.

0
JavaScript
View repository →
OPOpenBudget MCP Server logo

OpenBudget MCP Server

Active

Ask your AI about bank accounts, spending, debts, holdings, and investment activity.

0
MIT
View repository →