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ryotaro-tanaka

mcp-oss-onramp

scout_issues

Identify truly available, beginner-friendly issues in any GitHub repository. Uses precise PR cross-referencing to ensure issues are open and suitable for new contributors.

Instructions

Scout a GitHub repository to discover truly available, beginner-friendly issues. This tool uses GitHub GraphQL for high-precision PR cross-referencing.

IMPORTANT FOR AI AGENTS: To avoid rate limits and enable high-precision scouting, ensure the MCP_OSS_ONRAMP_GITHUB_TOKEN environment variable is set with a GitHub Personal Access Token. If unauthenticated, the tool fallbacks to a lower-precision REST mode.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repositoryYesFull repository name (e.g., 'owner/repo')
Behavior3/5

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

Discloses fallback mode when unauthenticated and mentions high-precision mode, but does not detail rate limits, output format, or error handling. No annotations exist.

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?

Two compact paragraphs: purpose and method, then critical usage note. No wasted words.

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?

Covers purpose, method, and authentication. Lacks detail on how 'truly available' issues are determined, which is minor given the tool's complexity.

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?

Only one parameter, repository, with a clear schema description. Description does not add semantics beyond the schema, so baseline score applies.

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?

Clearly states the tool scouts a GitHub repository for beginner-friendly issues, using GraphQL for PR cross-referencing. Verb and resource are specific and distinct.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit guidance on setting an environment variable for authentication and notes the fallback behavior without a token. No siblings to differentiate.

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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