CI/CD and testing - official Jam server
Jam MCP server
Hosted MCP server that lets AI coding tools open a Jam bug recording and load its context (video frames, transcript, user events, console logs, network requests, metadata). It also exposes tools to search Jams, comment, organize folders, and manage recording links. Jam hosts it at https://mcp.jam.dev/mcp with OAuth or API key auth.
Last verified 15 tools3 sources
Install
Claude Code
About Claude Codeclaude mcp add Jam https://mcp.jam.dev/mcp \
-t http \
-s user \
--header "Authorization: Bearer jam_pat_..."Cursor
About Cursor{
"mcpServers": {
"Jam": {
"url": "https://mcp.jam.dev/mcp",
"headers": {
"Authorization": "Bearer jam_pat_..."
}
}
}
}VS Code
{
"servers": {
"Jam": {
"type": "http",
"url": "https://mcp.jam.dev/mcp",
"headers": {
"Authorization": "Bearer jam_pat_..."
}
}
}
}Tools
getDetails- Quick snapshot of the Jam: who made it, what happened, and which other tools to try next.
getConsoleLogs- Console logs from the Jam, with logLevel, limit and after (page cursor) filters.
getNetworkRequests- Every web request from the Jam as JSON, filterable by statusCode, contentType, host, method, with optional bodies.
getUserEvents- Each click, input and page navigation change in plain language.
getMetadata- Custom key-value metadata set via the jam.metadata() SDK.
getScreenshots- Every screenshot from a screenshot Jam for visual inspection.
getVideoTranscript- Spoken transcript from a video Jam in WebVTT format with timestamps.
getVideoChapters- AI-generated chapter markers for a video Jam.
getFrames- Frames from a video Jam at specific timestamps, across a window, or as an overview grid.
searchJams- Search Jams by text across titles, descriptions, comments, linked issues and transcripts, with filters.
listMembers- Browse team members.
listFolders- Browse available folders.
createComment- Add Markdown comments to a Jam, optionally mentioning a teammate.
updateJam- Rename a Jam, rewrite its description, or move it between folders.
createRecordingLink- Create a reusable recording link, optionally targeting a folder, connected domain or expiration.
As documented on October 17, 2026. A running server reports its current list through tools/list.
Notes and caveats
- OAuth sign-in is the default flow; the Claude Code, Cursor and VS Code snippets shown are from Jam's personal access token page and use a Bearer jam_pat_ token (scopes mcp:read, mcp:write; mandatory expiry of 7 days to 1 year).
- The main MCP page also documents a Claude connector, a ChatGPT plugin, a Cursor Marketplace plugin, and OpenCode/Windsurf configs.
- Docs carry no beta or preview label.
- Video-only tools and getScreenshots are unavailable for Instant Replay Jams.
- Some tools use Google Gemini per Jam's FAQ.
- Destructive tools exist (deleteJam, deleteFolder deletes all Jams inside, not restorable).
- Access mirrors existing Jam permissions.
- Jam also ships a CLI it positions as an alternative to MCP.
- No public repo or release history found.
More MCP servers for CI/CD and testing
- BrowserStack
BrowserStack MCP server
Connects AI agents to the BrowserStack testing platform to run manual and automated tests on real devices and browsers, debug failures, run accessibility scans, manage test cases and load tests, and use BrowserStack AI agents. Available as a hosted remote server (OAuth) or a local npm server (username and access key).
Transport: Streamable HTTP, stdioAuth: OAuth or API key - BuildkiteStatus: GA
Buildkite MCP server
Open source MCP server, offered as a Buildkite-hosted remote endpoint or a local binary/container, that exposes Buildkite Pipelines and Test Engine data so an agent can inspect pipelines, builds, jobs, logs, artifacts and tests and, with write access, trigger, retry or unblock builds.
Transport: Streamable HTTP, stdio, SSEAuth: OAuth or API key - CircleCIStatus: GA
CircleCI hosted MCP server
Hosted MCP server run by CircleCI that lets an agent list and inspect CI runs, workflows and jobs, read job logs and test results, rerun or cancel workflows, and export usage data.
Transport: Streamable HTTPAuth: OAuth or API key - JetBrainsStatus: GA
TeamCity MCP server
MCP endpoint exposed by TeamCity servers that lets AI agents read build logs, query the TeamCity REST API, queue personal builds and, in brave mode, create, edit or delete pipelines and build configurations.
Transport: Streamable HTTPAuth: OAuth or API key - LambdaTest (TestMu AI)
TestMu AI MCP server
A hosted remote MCP server that connects AI clients to the TestMu AI (formerly LambdaTest) platform for HyperExecute test orchestration, automation failure triage, SmartUI visual regression analysis, accessibility audits and test management.
Transport: Streamable HTTPAuth: OAuth - SonarSource
SonarQube MCP server
Connects AI coding agents to SonarQube Server or SonarQube Cloud code quality and security data: issues, quality gates, security hotspots, coverage, measures, dependency risks and code snippet analysis. Runs locally as a container or JAR (stdio or Streamable HTTP), or as a hosted server embedded in SonarQube Cloud.
Transport: stdio, Streamable HTTPAuth: API key
Related reading
- What's New in Mastra (Late 2026): Harness, AgentController GA, Eval Gates and MCP 2.xMastra in late 2026: goals, schedules, signals, AgentController GA, eval gates and MCP 2.x, with type-checked TypeScript examples and honest tradeoffs.
- MCP vs A2A vs Function Calling: Which Layer Does What in 2026MCP vs A2A vs function calling compared on the 2026-07-28 MCP spec and A2A 1.0: what each protocol does, where they overlap, and how to stack them.
- Pydantic AI V2 in Late 2026: Capabilities, Graphs, Evals and MCPPydantic AI V2 explained through v2.57.0: capabilities, typed output, Conversation storage, caching, graphs, evals, MCP Apps and Logfire, with checked code.
- Reverse Engineer Anything (REA): What the MCP Server Does and Where the Line IsREA (Reverse Engineer Anything) is an MIT-licensed MCP server that lets Claude Code, Codex or Cursor inspect binaries, Electron apps and APKs. How to try it.
- Claude Opus 5.5 Built a Browser 3D World: The Higgsfield MCP WorkflowClaude Opus 5.5 and Higgsfield MCP built an interactive 3D Library of Alexandria in the browser. The verified connector setup and where the workflow holds up.
- Pi 1.0 Release Guide: MCP, Codemode and Pi DurablePi 1.0 adds built-in MCP through Codemode, a fullscreen TUI by default and Pi Durable. What changed, how to install it, and what breaks on upgrade.
FAQ
What does the Jam MCP server do?
Hosted MCP server that lets AI coding tools open a Jam bug recording and load its context (video frames, transcript, user events, console logs, network requests, metadata). It also exposes tools to search Jams, comment, organize folders, and manage recording links. The vendor documents 15 tools, including getDetails, getConsoleLogs, getNetworkRequests and getUserEvents.
How do I add the Jam MCP server to Claude Code?
Jam documents a Claude Code config; copy it from the Claude Code section of this page. Snippets for Cursor and VS Code are there too.
Does the Jam MCP server need authentication?
Yes, OAuth or API key. Transport: Streamable HTTP. Status: GA, last checked October 17, 2026.
Sources
Last verified against 3 Jam pages, then re-checked independently.
Newsletter
New MCP servers, the week they ship
One email per week. New official MCP servers, the coding tools that support them and how developers wire them up.