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jemhakdog

Backend Architect MCP Server

by jemhakdog

initialize_project

Creates folder structure and pyproject.toml configured for uv to scaffold Python FastAPI and Supabase backend projects.

Instructions

Creates the folder structure and pyproject.toml configured for uv. Defaults to current directory.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
root_pathNo.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It states the tool creates files and folders, implying a write operation, but doesn't disclose behavioral traits such as whether it overwrites existing files, requires specific permissions, handles errors, or has side effects. The mention of 'Defaults to current directory' adds minimal context, but key behavioral details are missing for a mutation tool.

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 appropriately sized and front-loaded: a single sentence that directly states the tool's action and key detail. Every word earns its place, with no redundancy or unnecessary elaboration, making it efficient and easy to understand.

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?

Given the tool has an output schema (which likely covers return values), the description doesn't need to explain outputs. However, as a mutation tool with no annotations and minimal parameter documentation, it should provide more context on behavior and usage. The description is adequate for basic understanding but lacks depth for safe and effective use.

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

Parameters4/5

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

The description adds meaning beyond the input schema: it explains that the 'root_path' parameter defaults to the current directory ('.'), which is implied by 'Defaults to current directory.' This clarifies the parameter's purpose and default behavior. With 0% schema description coverage and only one parameter, the description effectively compensates, though it could specify path format or constraints.

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 tool's purpose: 'Creates the folder structure and pyproject.toml configured for uv.' It specifies both the action (creates) and the resources (folder structure, pyproject.toml), and mentions the technology (uv). However, it doesn't explicitly differentiate from sibling tools, which are unrelated file/plan operations, so it doesn't reach the highest score.

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 provides some implied usage context: 'Defaults to current directory.' This suggests when to use the default parameter, but it doesn't offer explicit guidance on when to use this tool versus alternatives (e.g., other project initialization methods) or any prerequisites. The sibling tools are unrelated, so no direct comparison is needed, but general guidance is lacking.

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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