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sparfenyuk

venv-mcp-server

add_package

Add a Python package to pyproject.toml and update the virtual environment, optionally as a development dependency.

Instructions

Add package to pyproject.toml and update the virtual environment. Returns True if successful.

Args: package_name: Name of the package to install. dev: If True, add the package to the development dependency group.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
package_nameYes
devYes
current_working_dirYes
Behavior3/5

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

No annotations provided, so description carries full burden. It discloses side effects (modifies pyproject.toml and venv) and return value (True if successful), but does not mention error states or permissions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Concise with efficient use of words. Docstring format with Arg list. However, lacks description for one parameter, which reduces effectiveness.

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?

Incomplete for a tool with 3 required params, no output schema, and no annotations. Missing explanation of 'current_working_dir' and more details on behavior.

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%, so description must describe all parameters. It only covers 2 of 3 required parameters (package_name and dev) and omits 'current_working_dir' entirely. Descriptions for covered params are minimal.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (add package) and target (pyproject.toml, virtual environment), but it does not distinguish from sibling tool 'add_packages' which might be used for multiple packages.

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 'add_packages' or 'init'. No context about prerequisites or use cases.

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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