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thhart

Log MCP Server

by thhart

find_errors

Find error lines in log files by matching common patterns like ERROR, Exception, FATAL. Quickly diagnose issues.

Instructions

Quickly finds error lines in a log file by matching common error patterns (ERROR, Exception, FATAL, Failed, Traceback, panic, etc.). Ideal for quick diagnostics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filenameYesName of the log file to search
max_tokensNoMaximum tokens to return (default: 4000, max: 100000). Uses ~4 chars per token estimation.
context_linesNoNumber of lines to show before and after each error (default: 2, max: 10)
include_warningsNoAlso include warning-level messages (default: false)
Behavior3/5

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

No annotations provided, so description carries full burden. It lists error patterns searched but does not disclose return format, performance guarantees, or whether the tool modifies files. Adequate but not detailed.

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 sentences front-load purpose and ideal use. No filler, every word adds value.

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?

Without output schema, description does not explain what the tool returns (e.g., lines with context, format). Among 7 sibling tools, no differentiation guidance beyond the listed patterns. Adequate for simple use but incomplete for an agent needing return structure.

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?

Input schema has 100% coverage with descriptions for all 4 parameters. The tool description does not add extra meaning to parameters; it lists error patterns used internally, which is not about parameter values. 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 error lines in a log file by matching specific patterns (ERROR, Exception, etc.), distinguishing it from sibling tools like search_log_file which may support generic queries.

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 says 'Ideal for quick diagnostics,' implying a use case, but does not specify when to use other tools or exclude scenarios. No guidance on when not to use or 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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