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LBurny

py-spy MCP Server

by LBurny

dump_stacks

Read-onlyIdempotent

Inspect the current Python call stacks of a running process to diagnose blocks or performance issues, with support for JSON output and native frames.

Instructions

Dump the current Python call stacks of a process.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pidYesProcess ID to inspect.
nativeNoInclude native frames if supported.
json_outputNoReturn structured JSON instead of human-readable text.
locals_levelNoNumber of times to pass --locals (0-2). Each level shows more locals.
subprocessesNoInclude child Python processes.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already provide readOnlyHint=true and idempotentHint=true, indicating safe, read-only behavior. The description adds no further behavioral traits beyond stating the action, so it does not surpass the annotation baseline.

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 a single, short sentence that conveys the core functionality immediately. No wasted words.

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

Completeness4/5

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

Given the presence of an output schema and full parameter descriptions, the description is adequate for a straightforward debugging tool. However, it could benefit from a brief usage hint (e.g., debugging deadlocks).

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

Parameters3/5

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

Schema description coverage is 100% with detailed parameter descriptions. The tool description adds no additional meaning beyond what the schema provides, so baseline score applies.

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 the action 'Dump' and the resource 'the current Python call stacks of a process.' It distinguishes from sibling profiling tools like analyze_profile or top_profile by specifying call stacks.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives like list_python_processes or analyze_profile. Lacks usage context, prerequisites, or scenarios.

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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