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Imanity-Software

spark-profiler-mcp

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Search the call tree

search_call_tree

Find stack frames by class/method pattern with total and self time. Check if a suspected plugin appears and how heavy it is.

Instructions

Find stack frames whose Class.method matches a substring or /regex/, returned with total/self time. Useful to check whether a suspected plugin/mechanic appears and how heavy it is.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
threadNoThread name (default 'Server thread').
patternYesSubstring (case-insensitive) or /regex/.
profileIdYesThe id returned by load_profile.
Behavior3/5

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

No annotations provided, so description carries full burden. It implies read-only ('Find') but does not explicitly confirm non-destructiveness or mention side effects, permissions, or rate limits.

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?

Two concise sentences that front-load purpose and add a usage tip. Every word contributes value.

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?

With no output schema and no annotations, the description adequately explains search behavior and return data (total/self time). Could add details on result ordering or pagination, but not deficient.

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 coverage is 75% (3 of 4 parameters described). Description adds context for 'pattern' (substring/regex) but not for 'limit' or 'profileId'. Schema covers most, so baseline 3 is appropriate.

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 tool finds stack frames by Class.method matching a substring or regex and returns timing info. It distinguishes from sibling 'get_call_tree' which returns full tree.

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 advises using it to check if a suspected plugin/mechanic appears and its weight. It provides a clear use case but does not explicitly state when not to use or list alternatives.

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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