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enjoykumawat

developer-presence-mcp

list_repos

List public GitHub repos, sorted by updated/stars/forks, with a configurable limit from 1 to 100.

Instructions

List public repos. sort: updated|stars|forks. limit: 1-100.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoupdated
limitNo
Behavior2/5

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

No annotations are provided, so the description carries full burden. It only states 'List public repos' and includes sort/limit details, but does not disclose return format, auth needs, rate limits, or any side effects.

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?

The description is concise with two brief sentences, front-loading the purpose and then detailing parameters. No unnecessary words, though slightly more structure could help readability.

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 description lacks details about the return value, pagination, or default behavior. For a simple list tool with no output schema, this is insufficient for an agent to fully understand the tool's behavior.

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

Parameters3/5

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

Schema coverage is 0%, so description adds meaning by specifying sort can be 'updated|stars|forks' and limit range 1-100. However, it does not enumerate all possible sort values explicitly, leaving ambiguity.

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 'List public repos' with a verb and resource. However, it does not differentiate from sibling tool 'get_repo_stats' which might list repo stats, so it loses a point.

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 implies usage by specifying sort options and limit range, but it does not explicitly state when to use this tool over alternatives or provide exclusions.

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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