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github

github
Read-only

GitHub repository report: stars, forks, issues, license, language, activity, latest releases, recent commits and security advisories for any public repo. Costs $0.005 USDC per call (x402).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesowner/name

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations only cover readOnlyHint and openWorldHint, so the description's disclosure that the call costs $0.005 USDC per call via x402 is genuinely valuable behavioral context an agent must know before invoking. It does not mention rate limits, latency, or failure modes, keeping it short of a 5.

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?

One front-loaded sentence naming the resource and its contents, followed by a short cost clause. No filler, no redundancy, every clause carries information.

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?

With no output schema, the description carries the burden of describing return content, and it does so by enumerating the report sections. Combined with the payment disclosure, an agent has enough to call it correctly, though the lack of sibling differentiation is a residual gap.

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 100% and the single 'repo' parameter is documented as 'owner/name', so the baseline is 3. The description adds only that the repo must be public, a minor constraint beyond the schema.

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?

It states a concrete verb+resource ('GitHub repository report') and enumerates the exact report contents (stars, forks, issues, license, language, activity, releases, commits, advisories), which is far more specific than the bare tool name 'github'. It does not, however, distinguish itself from close siblings such as github_issues, github_code, github_search, or report_repo, leaving overlap ambiguous.

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?

There is no explicit when-to-use guidance, no exclusion of alternatives, and no routing toward github_issues/github_search/report_repo. The only contextual cue is the phrase 'for any public repo', which implicitly scopes usage but says nothing about when this report beats its siblings.

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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