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Anselmoo

mcp-server-analyzer

by Anselmoo

ruff-check-ci

Read-onlyIdempotent

Lint Python code with RUFF and get CI/CD-compatible output formats like JSON, GitLab, GitHub, or SARIF.

Instructions

Run RUFF linter with CI/CD-specific output formats.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeYesPython code to lint
output_formatNoOutput format (json, gitlab, github, sarif)json
config_pathNoOptional path to RUFF configuration file

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
outputYesRaw RUFF output in the requested format
formatYesOutput format used (json, gitlab, github, sarif)
successYesWhether the check completed without errors
Behavior3/5

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

Annotations already indicate readOnlyHint and idempotentHint. The description adds no additional behavioral context beyond stating the tool runs the linter. It does not contradict annotations.

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, front-loaded, no fluff. Every word is meaningful and directly conveys the tool's purpose.

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 complete input schema descriptions, existing annotations, and an output schema, the description is largely sufficient. Minor gap: could elaborate on what 'CI/CD-specific output formats' entails, but overall adequate.

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% description coverage, so parameters are fully described. The description adds no new semantic meaning beyond the schema, meeting the baseline.

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 runs the RUFF linter and specifies its CI/CD-specific output formats. This explicitly distinguishes it from sibling tools like ruff-check (likely generic) and other linters.

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 implies use when CI/CD formatted output is needed, but does not provide explicit when-not-to-use guidance or mention alternative tools. More specificity could improve clarity.

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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