Debug live JVMs through JDWP — from any MCP-compatible agent
Project description
jdwp-mcp
Debug live JVMs through JDWP — from any MCP-compatible agent.
Attach to a running Java process, pause threads, inspect stacks and objects, set breakpoints, and evaluate state — through natural language. Works with Claude Code, Codex, Cursor, or any MCP-compatible agent.
See it in action
A database query is hanging. Find the root cause:
> Attach to localhost:5005 and find out why a query is stuck.
The agent attaches, pauses all threads, and scans for the problem:
connected localhost:5005
paused
24 threads, 2 blocked
Thread pool-3-thread-7 is waiting for a monitor lock:
#0 RolapResult.loadMembers:142
monitor=@3f2a state=BLOCKED
#1 RolapResult.execute:89
Lock is held by pool-3-thread-2, which is running:
#0 SqlStatement.execute:218
sql="SELECT ... FROM fact_table" -- full scan on 36M rows
Root cause: the query bypassed the aggregate table and fell back to
a full fact-table scan. Thread-7 is waiting for thread-2 to finish.
One prompt. Six tool calls. Lock contention + root cause identified.
Quick Start
1. Install
curl -fsSL https://raw.githubusercontent.com/dronsv/jdwp-mcp/main/install.sh | sh
Other install methods
# pip (no Rust required)
pip install jdwp-mcp
# cargo
cargo install --git https://github.com/dronsv/jdwp-mcp
# from source
git clone https://github.com/dronsv/jdwp-mcp && cd jdwp-mcp && cargo build --release
2. Configure your agent
# If installed via cargo install:
claude mcp add jdwp jdwp-mcp
# If built from source:
claude mcp add jdwp /path/to/jdwp-mcp/target/release/jdwp-mcp
Works with any MCP-compatible agent. For non-Claude agents, add to .mcp.json:
{
"mcpServers": {
"jdwp": {
"command": "jdwp-mcp"
}
}
}
3. Start your Java app with JDWP
java -agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005 -jar app.jar
4. Debug
Attach to localhost:5005 and set a breakpoint at com.example.MyService line 42
First prompts
Copy-paste these to get started:
Attach to localhost:5005
List all threads and show which are blocked
Set a breakpoint at com.example.MyController line 65
When the breakpoint hits, show the stack and all variables
Pause the JVM and find threads waiting on locks
Why this instead of jstack or an IDE?
- Works inside your agent — no tool switching, no separate debugger window
- Combines attach + inspect + reasoning in one loop — the agent decides what to look at next
- Conversational — describe the problem, the agent runs the debug session
- Ground truth for large codebases — in complex projects with deep framework stacks (Spring, Hibernate, OLAP engines), agents can get lost tracing code paths statically. Live debugging gives the agent actual runtime state instead of guesses — which thread holds the lock, what SQL was generated, what value a variable actually has right now
Tools
25 tools organized in three groups:
Connection and control
attach disconnect pause continue step_into step_over step_out
Breakpoints and events
set_breakpoint (with optional conditions) clear_breakpoint list_breakpoints exception_breakpoint watch (field modification) wait_for_event get_last_event
Inspection and mutation
get_stack (auto-resolves objects) get_variable inspect eval set_value snapshot find_class list_methods list_threads select_thread vm_info
Use it for
- Hung requests and deadlocks
- Blocked thread pools
- Breakpoint-driven diagnosis in running services
- State inspection when reproducing locally is hard
- Remote debugging via
kubectl port-forward
Don't use it for
- Postmortem heap analysis
- Always-on production observability
- Environments where JDWP attach or thread pausing is operationally unsafe
Deploy scenarios
See docs/deploy.md for setup with Maven, Gradle, Tomcat, Docker, Kubernetes (port-forward), and SSH tunnels.
Operational note
JDWP changes runtime behavior. Pausing threads and setting breakpoints may be disruptive. Use carefully in production; prefer staging environments or controlled maintenance windows.
Examples
- Debugging a hanging query — full walkthrough of diagnosing lock contention and missing aggregate routing
- Observability debugging — investigating Spring Boot ObservationRegistry issues
Architecture
Agent --> MCP Server --> JDWP Client --> TCP --> JVM
|
Translates tool calls to JDWP,
tracks session state, summarizes
runtime objects for the agent.
Core crates: jdwp-client (JDWP protocol) and mcp-server (MCP transport and session management).
Building from source
cargo build --release
cargo test
License
MIT
Project details
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