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Crawlora MCP

github_repo

Read-only

Fetch a public GitHub repository by owner and repository name. The response contains repository details and public metadata; use this when you already know the owner/repo identifier.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesRepository name.
ownerYesRepository owner (user or org login).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety and network profile are covered. The description adds genuinely useful scope information ('public' repositories, response contains public metadata), which tells the agent private repos are out of reach, but it says nothing about authentication, rate limits, or error 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?

Two sentences, zero filler, and the identity/scoping information is front-loaded before the usage condition. Nothing is redundant with the schema or annotations.

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 an output schema present, the return value need not be described, and both required params are documented. Annotations cover the safety profile, so the definition is nearly complete; the only missing piece is guidance on private repos or failure modes, which is minor for a simple two-param fetch.

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%, so both required parameters (owner, repo) are already fully documented, and the description merely restates the owner/repo pair. Baseline 3 applies when the schema carries the parameter burden.

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?

States a specific verb and resource ('Fetch a public GitHub repository by owner and repository name') and adds the scoping condition 'when you already know the `owner/repo` identifier', which implicitly separates it from search-style siblings. It never names an alternative sibling explicitly, so it stops short of a 5.

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?

'use this when you already know the `owner/repo` identifier' gives a clear precondition for selecting this tool, implying search should be used otherwise. No sibling is named and there are no exclusions (e.g. private repos, rate limits), so it is clear context rather than full routing guidance.

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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