Skip to main content
Glama
bdbrown4

GitHub Portfolio MCP Server

by bdbrown4

List GitHub Repositories

list_repos

List public GitHub repositories for a user, sortable by name, stars, or update date, with optional fork inclusion.

Instructions

List public repositories for bdbrown4.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoupdated
include_forksNo
Behavior2/5

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

With no annotations, the description carries the full burden. It implies a read-only operation ('List public repositories'), but there is no mention of pagination, response format, or any limits. The tool may or may not be side-effect-free, but the description does not fully disclose behavior.

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, concise sentence that is easily parsed. It front-loads the primary purpose without unnecessary detail, achieving maximum efficiency.

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?

The tool is simple, but the description lacks essential context such as default sort order, fork inclusion policy, and what fields are returned in the response. With no output schema, the agent is left without enough information to confidently invoke the tool.

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?

The schema has zero parameter descriptions (0% coverage) and the description does not mention 'sort' or 'include_forks' at all. The enum values are self-explanatory, but the description adds no value to the agent's understanding of how these parameters affect the output.

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 clearly states 'List public repositories for bdbrown4', specifying the action, resource type, and user scope. This distinguishes it from sibling tools like search_repos (searching) and get_repo_details (getting a single repo's details).

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 provided about when to use this tool versus alternatives. The description does not mention search_repos for broad searching or get_repo_details for specific repos, nor does it explain any exclusions or prerequisites.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/bdbrown4/github-portfolio-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server