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luutuankiet

MCP Python Interpreter

by luutuankiet

list_directory

List all Python files in a directory or subdirectory to locate and organize project code files.

Instructions

List all Python files in a directory or subdirectory.

Args:
    directory_path: Path to directory (relative to working directory or absolute, empty for working directory)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
directory_pathNo
Behavior2/5

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

With no annotations, the description must disclose behavioral traits. It does not mention recursion depth, performance implications, error handling, or permissions. The phrase 'in a directory or subdirectory' is ambiguous regarding whether it is recursive.

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 extremely concise: one sentence for purpose and one line for the parameter. It is front-loaded with the action, and every part is necessary.

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 is simple (one param, no output schema), yet the description lacks return format information (e.g., list of paths or names). It also does not specify whether subdirectory traversal is recursive, which is a key behavioral detail.

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

Parameters5/5

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

The description provides full semantic meaning for the only parameter, directory_path: it describes relative/absolute paths and the special empty case for working directory. This adds crucial context beyond the bare schema.

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 uses a specific verb 'List' and resource 'Python files', and clarifies the scope 'in a directory or subdirectory'. This clearly distinguishes it from siblings like read_file or install_package.

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 is given on when to use this tool versus alternatives. For example, it does not compare with read_file for reading file contents or list_installed_packages for packages.

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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