Skip to main content
Glama
Knuckles-Team

Repository Manager

Install project

repository_manager_install_project

Install a Python project in editable mode with pip, including selected extras, to set up its dependencies for development or testing.

Instructions

Install a Python project using pip install -e .[extra].

Input Schema

NameRequiredDescriptionDefault
pathNo
extraNoall

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv3.5.1

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=false and openWorldHint=true, so the agent knows this mutates state and touches the network. The description usefully discloses the actual command, revealing that it is an editable install with extras rather than a plain install. It stops short of saying which environment gets modified, what artifacts it creates (.egg-info), or whether a failure leaves a partial install.

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?

A single front-loaded sentence with no filler, and the operative detail (the exact command) arrives immediately. It is arguably under-specified rather than over-long, which is not a conciseness penalty.

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?

For a non-read-only, open-world mutation tool with no output schema and zero schema description coverage, this is thin: nothing about which interpreter/environment is targeted, how success or failure is reported, or how it differs from the plural install variants. An agent has to guess at the invocation context.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must carry parameter meaning. The '.[extra]' notation does implicitly explain that 'extra' maps to pip extras (default 'all'), but the 'path' parameter is never explained at all — it is unclear whether it is the project root, a directory to cd into, or optional in favor of a cwd default.

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 names a specific verb (install), a specific resource (a Python project), and even the exact command form (pip install -e .[extra]). However, it gives no signal for distinguishing it from close siblings such as repository_manager_install_projects (plural) or rm_projects_install, so an agent cannot tell which one targets a single project.

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?

There is no statement of when to use this versus repository_manager_install_projects, rm_projects_install, or rm_projects_build, and no preconditions (e.g. project must already be cloned, a virtualenv must be active). The editable-install format is the only implied usage cue.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Deploy Server

Other Tools