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sheikhBasit

log-mcp-server

by sheikhBasit

summarize

Summarize a log file by identifying and grouping errors into patterns, showing frequency for each error type.

Instructions

Summarize and group errors by pattern from a log file.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYes
max_errorsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description should disclose behavioral traits. It implies a read-only analysis operation but does not explicitly state safety, idempotency, or potential side effects. Lacks details on processing scope.

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?

Single sentence expressing core purpose without extraneous words. Front-loaded with actionable verb and resource.

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

Completeness2/5

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

Given the complexity (2 params, output schema exists but no details, sibling tools), the description is incomplete. It omits usage context, output format, and differentiation from similar tools.

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

Parameters1/5

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

Schema coverage is 0%, yet the description fails to explain either of the two parameters (path and max_errors). No hint that path is a file path or that max_errors controls grouping limit.

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 verb 'summarize and group' and the resource 'errors from a log file', distinguishing it from siblings like docker_logs (raw logs) and search (text matching).

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 on when to use this tool versus alternatives like docker_errors or filter_level. The description implies usage for pattern-based error grouping but does not specify prerequisites or exclusions.

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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