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maschiojv

ThreadMine MCP Server

by maschiojv

analyze_thread_dump

Analyzes JVM thread dumps to detect deadlocks, CPU spikes, thread pool exhaustion, thread leaks, and virtual thread pinning. Returns a health score and interactive report link.

Instructions

Analyze a JVM thread dump with ThreadMine. Detects deadlocks, CPU spikes, thread pool exhaustion, thread leaks and virtual thread pinning. Returns detected problems, a health score (0-100) and a link to the full interactive report. Pass the dump text in "content", or "file_path" for large dumps. Consumes one analysis from the ThreadMine account's daily quota.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleNoOptional title for the analysis
contentNoRaw thread dump text (jstack / jcmd Thread.print / kill -3 output)
file_pathNoAbsolute path to a thread dump file — preferred for large dumps
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are present, but the description discloses important behavioral traits: it consumes daily quota, returns a health score and link, and detects specific problems. No contradiction with annotations since none exist.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise at three sentences, front-loads the purpose and key behaviors, and every sentence contributes meaningful information without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite no output schema, the description explains what is returned (problems, health score, link) and covers quota consumption. All three parameters are addressed, and no critical information is missing for this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description adds value by stating that file_path is preferred for large dumps, and clarifies that content is raw dump text, going beyond the schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it analyzes JVM thread dumps and enumerates specific detections (deadlocks, CPU spikes, etc.), distinguishing it from the sibling tool 'get_analysis' which likely retrieves past results.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains when to use the tool (to analyze thread dumps) and provides guidance on passing data via content or file_path for large dumps. It could explicitly mention when not to use it, but the context is clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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