Jam

Jam MCP Server:

Jam MCP lets your developer tools and AI agents open a Jam recording and automatically load its data into context (video, user events, console logs, errors and network requests). This powerful remote MCP server connects seamlessly with ChatGPT custom connectors and Claude custom connectors, revolutionizing how developers debug and analyze software issues.

Overview & Key Capabilities

The Jam MCP server transforms traditional bug reporting by providing faster debugging without hand-typing steps to reproduce, copy-pasting stack traces, or screen-sharing. With 6 specialized tools, this server offers comprehensive access to:

Core Debugging Tools:

• getDetails: Retrieve comprehensive bug report metadata and essential information
• getNetworkRequests: Extract complete HTTP/HTTPS request logs for API debugging
• getConsoleLogs: Access JavaScript errors, warnings, and stack traces
• getUserEvents: Timeline of user interactions and DOM events
• getScreenshots: Visual analysis for UI issues and layout problems
• analyzeVideo: AI-powered intent extraction from Jam recordings

Value Proposition

Use Jam MCP to help with bug analysis, product feedback, and give agents context to debug issues. The server eliminates the traditional pain points of bug reproduction by automatically capturing and organizing all necessary technical context, making it an essential tool for modern development workflows.

Key Benefits:

• Time Savings: Teams save between 15 and 60 minutes per ticket, dealing with several dozen tickets a week - that's several hours of engineering time per week.
• Complete Context: Getting screen recordings with the right console errors, network requests, payloads, etc; was a daily issue. Jam does all of it.
• AI Integration: Paste an existing Jam link into supported MCP clients like VS Code, Cursor, Windsurf, or Claude Code, and the Jam's context appears right where you're working.

Primary Use Cases & Target Audience

For Development Teams:

• Bug Analysis & Resolution: Engineers can quickly understand complex issues with full technical context
• QA Automation: The instant replay feature alone has saved QA teams countless hours reproducing issues.
• Customer Support: Support teams can capture detailed technical information without engineering expertise

For AI Agents & Developers:

• ChatGPT Custom Connectors: Enable ChatGPT to analyze Jam recordings with complete technical context
• Claude Custom Connectors: Provide Claude with comprehensive bug data for intelligent debugging assistance
• Remote MCP Integration: Seamless connection to the Jam ecosystem via https://mcp.jam.dev/mcp

Target Audience:

• Software Engineering Teams seeking faster bug resolution workflows
• QA Professionals who need comprehensive testing and reporting tools
• Product Managers requiring detailed user feedback analysis
• DevOps Engineers debugging production issues
• AI/ML Developers building intelligent debugging assistants

Getting Started

1. Setup: Install the Jam Chrome extension, hit Record to capture your screen and voice, stop the recording, and your Jam link is ready for an agent to consume via MCP.
2. Integration: Configure your MCP client to connect to https://mcp.jam.dev/mcp
3. Usage: Prompt your agent and paste the Jam link.

The Jam MCP server represents the future of intelligent bug analysis, combining the power of comprehensive technical data capture with AI-driven insights. Whether you're building ChatGPT custom connectors, Claude custom connectors, or any remote MCP server integration, Jam provides the essential debugging context that transforms how teams identify, analyze, and resolve software issues.