swing-mcp
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@swing-mcptake a snapshot of the main window"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
swing-mcp
An MCP (Model Context Protocol) server for interacting with Java Swing applications — inspired by chrome-devtools-mcp, but targeting any Swing UI instead of HTML pages.

Modules
swing-mcp-server— Spring Boot MCP server (stdio transport) exposing Swing automation tools.swing-mcp-agent— Java agent loaded into the target Swing JVM (at launch via-javaagent, or dynamically by PID). Runs a localhost-only JSON line-protocol socket server that executes commands on the Swing EDT.swing-mcp-common— Shared command/DTO types between server and agent.swing-mcp-demo— Demo Swing application used for integration testing.
Related MCP server: OScribe
How it works
MCP client (stdio) ──▶ swing-mcp-server ──localhost socket──▶ swing-mcp-agent (inside target JVM) ──▶ Swing EDTThe MCP client calls
launch_app(starts a JVM with the agent preloaded) orattach_to_app(loads the agent into a running JVM by PID).The agent binds a loopback-only port in
swing.mcp.agent-port-min..maxand reports it back through a response file.Tools such as
take_snapshot,click, andfillare forwarded as JSON line commands and executed on the Event Dispatch Thread.
See docs/tools for the full tool documentation (per-category pages), or docs/tool-reference.md for the single-page quick reference.
Skills
The skills directory contains agent skills (SKILL.md files) that teach AI coding agents how to use Swing MCP effectively — core workflows, UI testing patterns, and troubleshooting.
Building
Requires JDK 21+ and Maven.
mvn verifyGUI integration tests are skipped in headless environments; CI runs them under xvfb.
Running
Build everything, then register the server with your MCP client (see docs/installation.md for per-client instructions — IntelliJ IDEA, VS Code, Claude Desktop, Claude Code, Cursor, Windsurf):
{
"mcpServers": {
"swing": {
"command": "java",
"args": ["-jar", "/path/to/swing-mcp-server-1.0.0.jar"],
"env": {
"SWING_MCP_AGENT_JAR": "/path/to/swing-mcp-agent-1.0.0.jar"
}
}
}
}Try it against the demo app:
launch_appwithjava -jar swing-mcp-demo/target/swing-mcp-demo-1.0.0.jartake_snapshotto discover component UIDsclick,fill,select_option, … to interact
MCP Registry
This server is published to the MCP Registry as
io.github.TinusJ/swing-mcp, distributed as an MCPB bundle attached to GitHub releases.
See docs/registry-publishing.md for how publishing works.
Security notes
The agent listens on the loopback interface only.
evaluate_java(arbitrary code execution in the target JVM) is disabled by default; enable withswing.mcp.evaluate.enabled=true.
See SECURITY.md for the full security model and how to report vulnerabilities.
Contributing
Contributions are welcome — see CONTRIBUTING.md for the PR workflow. Release history lives in CHANGELOG.md.
License
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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