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certinia

Apex Log MCP Server

Official
by certinia

Find Performance Bottlenecks

find_performance_bottlenecks
Read-onlyIdempotent

Analyze Apex debug logs to detect performance bottlenecks, high CPU time, and risks of hitting governor limits.

Instructions

Check whether an Apex log transaction is approaching governor limits (flags usage above 80%). Analyzes CPU time, SOQL/DML limits, query rows, and method execution patterns by namespace. Best for checking if a transaction is at risk of hitting governor limits.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
logFilePathYesAbsolute path to the Apex debug log file (.log)
analysisTypeNoType of analysis: "cpu" checks CPU time governor limit, "database" checks SOQL query/DML statement/query row limits, "methods" groups methods by namespace with duration totals, "all" runs all three (default)
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds the 80% threshold and details about analysis types, providing context beyond annotations without contradiction.

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 concise two sentences, front-loading the primary purpose and threshold, with no superfluous information.

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

Completeness3/5

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

The tool has no output schema, so describing return values would be beneficial. The description lacks details on what the analysis outputs (e.g., flagged limits, percentages), leaving some ambiguity.

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 100%, with descriptions for both parameters. The description adds the threshold context but does not substantially enhance understanding beyond the schema definitions.

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 checks if an Apex log transaction is approaching governor limits, with a specific threshold (80%). It lists the types of analysis (CPU time, SOQL/DML limits, etc.), distinguishing it from siblings by focusing on risk of hitting limits.

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

Usage Guidelines3/5

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

The description mentions 'Best for checking if a transaction is at risk of hitting governor limits,' implying the primary use case but does not explicitly state when not to use or provide 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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