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bdbrown4

GitHub Portfolio MCP Server

by bdbrown4

Get GitHub Profile

get_profile

Fetch public GitHub profile data for bdbrown4, providing user details and metadata for portfolio analysis.

Instructions

Get the public GitHub profile for bdbrown4.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations, the description carries the burden of behavioral disclosure. It states the profile is 'public', implying a read-only, non-destructive operation, but it does not disclose potential error cases (e.g., user not found) or return format. This is average transparency.

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 a single, direct sentence with no redundancy or filler. It is appropriately concise and immediately communicates the tool's purpose.

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?

For a simple, parameterless read-only tool, the description conveys the core action and scope clearly. It does not describe the exact response fields, but that is not essential for the agent to select and invoke the tool correctly.

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?

There are zero parameters, so the schema already fully covers them. The description adds no parameter-specific information, but none is needed. Baseline for 0 params is 4.

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 ('Get') and resource ('public GitHub profile for bdbrown4'), clearly distinguishing it from siblings that focus on repositories. This is exactly the 'specific verb+resource' required for a top 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?

Usage is implied: when you need the GitHub profile for bdbrown4, this is the tool. However, there is no explicit guidance on when to use it over alternatives or any exclusions, so it does not fully meet the 'explicit when/when-not' criteria.

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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