Fix Production Bugs Faster
With the Appxiom MCP Server
Connect any coding agent, including Cursor, Claude Code and Antigravity, to Appxiom. Your agent reads structured issues, user journeys and Goal Friction Impact instead of raw logs, so it finds the bug that matters and fixes it with real context.
You
Query Appxiom MCP for the highest-friction checkout drop-offs on iOS.
Appxiom MCP result
Estimated impact
$14,200 / hr
Checkout drop-off
24.2%
Blocked thread
main
Activity trail
6 steps
Cart, address, payment, tap on Confirm Apple Pay, then a synchronous Keychain read freezes the main thread for about two seconds.
Agent
Moving the Keychain read off the main actor and adding a regression test.
Illustrative example based on our iOS MCP case study.
Pasted Logs Make Agents Guess
When you paste console output into a coding assistant, it gets thousands of noisy lines, no user journey and no idea which bug matters. It fills the gaps with guesses. The MCP server gives it the facts instead.
| What the agent sees | Raw logs | Appxiom MCP |
|---|---|---|
| Data format | Unstructured console prints and hex addresses | Typed, structured data |
| Token use | 4,000 to 8,000 tokens of noisy output | About 350 to 500 tokens of diagnostic signal |
| User journey | Not visible | Activity trail of user actions |
| Stack trace | Unsymbolicated machine offsets | Symbols with file and line numbers |
| Business impact | An unordered error count | Goal Friction Impact per issue |
Token figures come from Appxiom's iOS MCP case study. Your numbers will vary.
Production Data, Ready for Your Agent
The same data you see in the Appxiom dashboard, exposed to your coding agent through the Model Context Protocol.
Issues and severity
List and filter issues by severity, from fatal to minor, so the agent works on what is actually breaking.
Goals and Goal Friction Impact
See which goal drop-offs hurt conversion most and which bugs sit behind them.
Quality Score
Check release stability and understand why a score moved between versions.
Occurrence telemetry
Read activity trails, function and network parameters, device hardware and runtime state for any occurrence.
Connect Any Coding Agent in Under Two Minutes
The Appxiom MCP server works with any agent that supports MCP over HTTP. While you are signed in to your Appxiom dashboard, your session authenticates the connection. There are no tokens to manage.
Connect Cursor
Add this to .cursor/mcp.json in your project, or to the global Cursor MCP settings.
- 1Copy the config below.
- 2Paste it into your Cursor MCP settings.
- 3Reload Cursor and ask your first question.
{
"mcpServers": {
"appxiom": {
"url": "https://app.appxiom.com/ax/app/api/mcp"
}
}
}Try asking
Which bugs should I fix first this week? Show the activity trail for the top checkout issue. Why did the Quality Score drop in the latest release? List all fatal issues on Android and group them by screen.
Connect Claude Code
Run this command once in your terminal.
- 1Copy the command below.
- 2Run it in your terminal.
- 3Start Claude Code and ask your first question.
claude mcp add --transport http appxiom https://app.appxiom.com/ax/app/api/mcpTry asking
Which bugs should I fix first this week? Show the activity trail for the top checkout issue. Why did the Quality Score drop in the latest release? List all fatal issues on Android and group them by screen.
Connect Antigravity
Add the server from the MCP settings screen.
- 1Copy the Appxiom MCP URL: https://app.appxiom.com/ax/app/api/mcp
- 2Open the MCP settings in Antigravity, add a new server named appxiom and paste the URL.
- 3Save, then ask your first question.
Configured from the settings screen
No file to edit. Name the server appxiom and paste the MCP URL.
Try asking
Which bugs should I fix first this week? Show the activity trail for the top checkout issue. Why did the Quality Score drop in the latest release? List all fatal issues on Android and group them by screen.
Connect Any agent
Any agent or client that supports remote MCP servers over HTTP can connect.
- 1Open the MCP settings of your agent and add a new remote server.
- 2Name it appxiom, choose the HTTP transport and paste the URL below.
- 3Save, then ask your first question.
https://app.appxiom.com/ax/app/api/mcpTry asking
Which bugs should I fix first this week? Show the activity trail for the top checkout issue. Why did the Quality Score drop in the latest release? List all fatal issues on Android and group them by screen.
Skills That Teach Your Agent to Read Appxiom Data
The MCP server supplies the data. These four skills tell your agent how to rank, classify and explain it.
Goal friction analysis
goalsRanks goal drop-offs, device impact and funnel health so the agent can answer which bugs to fix first.
npx @appxiom/mcp-skills add goalsIssue severity classification
severityA standard way to classify issues as fatal, major or minor based on business impact and error rates.
npx @appxiom/mcp-skills add severityQuality score interpretation
qualityExplains Quality Score values, release stability and why a score dropped.
npx @appxiom/mcp-skills add qualityOccurrence telemetry analysis
telemetryGuides root cause analysis across activity trails, function and network parameters, device hardware and runtime state.
npx @appxiom/mcp-skills add telemetryInstall all four
Looking for SDK setup skills for Android, iOS, Flutter or Web? See all Appxiom skills.
npx @appxiom/mcp-skills add allFrom a Working Day to Minutes
In our iOS case study, fixing a silent production hang took 5 to 8 hours the traditional way and about 10 to 15 minutes with Appxiom MCP and an AI agent.
| Stage | Traditional workflow | With Appxiom MCP |
|---|---|---|
| Triage and prioritization | 45 to 60 minutes | 1 minute |
| Issue reproduction | 2 to 4 hours | 2 minutes |
| Root cause analysis | 1 to 2 hours | 2 minutes |
| Fix and verification | 60 minutes | 5 to 8 minutes |
| Total | 5 to 8 hours | 10 to 15 minutes |
Figures are from one iOS scenario in Appxiom's case study. Results depend on your app and team.
Appxiom MCP Server FAQs
Answers about connecting your coding agent, the data it can read and how MCP compares with pasted logs.
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