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PierreJanineh

Tech Debt MCP Server

analyze_project

Read-only

Scan a project directory to identify technical debt across supported files, generating a report with prioritized issues and recommendations.

Instructions

Analyze an entire project for technical debt. Scans all supported files and returns a comprehensive report with issues, metrics, and recommendations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesAbsolute path to the project root directory
languagesNoOptional: specific languages to analyze
categoriesNoOptional: filter by debt categories
severityNoOptional: minimum severity level
maxFilesNoOptional: maximum number of files to analyze (minimum: 1)
Behavior5/5

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

Annotations declare readOnlyHint=true, and the description confirms a read-only scan of files. It adds context about returning a comprehensive report, consistent with annotations. No contradictions.

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-loaded with purpose, no redundant information. Every word contributes to understanding the tool's function.

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 no output schema, the description does not detail the report structure, but it mentions key components (issues, metrics, recommendations). Sibling tools cover specific aspects, so the description is mostly complete for an overview.

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%, so description adds marginal value beyond the schema. Parameters are adequately described in the schema, and the description does not introduce additional semantics or usage tips.

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?

Description clearly states the tool analyzes an entire project for technical debt, distinguishing it from siblings like 'analyze_file' (single file) and 'get_debt_summary' (summary only).

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 usage for full-project analysis but lacks explicit guidance on when to use this tool versus alternatives (e.g., analyze_file for single files, get_debt_summary for summaries). No exclusions are stated.

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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