How do I authenticate the Jam skill in Claude?

You must create an AI Agent token in your Jam workspace settings (Settings > Integrations > AI Agents) and export it as an environment variable named JAM_TOKEN.

What kind of data can Claude extract from a Jam recording?

Claude can access console logs, network request headers/status, user click events, screenshots, video transcripts, and custom application metadata.

Can Claude leave comments on my bug reports using this skill?

Yes, if your API token has the 'mcp:write' scope, Claude can add Markdown-formatted comments to Jam recordings to document findings or status updates.

Jam is a browser extension and platform that captures complete bug reports including video recordings, technical logs, network requests, and environment metadata.

Does this skill require a specific protocol?

Yes, it uses the Model Context Protocol (MCP) to communicate with Jam's hosted MCP server at mcp.jam.dev.

Jam Debugger & Bug Reporter

Name: Jam Debugger & Bug Reporter
Author: vm0-ai

byvm0-ai

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Analytics & Monitoring

Accesses Jam.dev bug reports, telemetry, and browser logs to accelerate debugging workflows directly within Claude.

The Jam skill integrates Claude with the Jam.dev API via the Model Context Protocol (MCP), allowing developers to programmatically retrieve comprehensive debugging data from browser-captured sessions. It provides deep access to console logs, network request details, user interaction events, and AI-powered video analysis. By bringing this telemetry into the AI coding environment, developers can diagnose root causes faster, review visual evidence without leaving the terminal, and collaborate with team members by adding comments directly to Jam recordings.

Key Features

01Retrieve browser console logs with error stack traces and log levels

02Perform AI-powered analysis and extract transcripts from video recordings

0353 GitHub stars

04Manage workspace Jams by searching, filtering, and adding markdown comments

05Inspect network requests including status codes, content types, and hosts

06Review user interaction events like clicks, inputs, and page navigations

Use Cases

01Automating bug triage by extracting technical summaries from Jam recordings to speed up resolution

02Diagnosing intermittent frontend bugs using captured session telemetry and console errors

03Reviewing API failure details from network logs to identify backend vs. frontend issues

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add vm0-ai/vm0-skills jam

For use in Claude.ai and ChatGPT