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Crawlora MCP

github_repo_forks

Read-only

GitHub repository public forks.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number.
repoYesRepository name.
sortNoSort order: newest, oldest, stargazers, or watchers.
ownerYesRepository owner (user or org login).
per_pageNoResults per page (max 100).

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

C2.4/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The only behavioral detail the description adds is the 'public' qualifier, implying private/internal forks are excluded, which is a small but real constraint. Otherwise it says nothing about ordering defaults, rate limits, or result shape.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is a single short phrase with no filler and is front-loaded, but the brevity reflects under-specification rather than disciplined conciseness. Nothing wasted, but nothing earned either.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 5 fully described parameters and an output schema present, the mechanical burden on the description is lower, so the tool is callable. However, for a paginated list endpoint it still omits any operational context (pagination behavior, sort defaults, alternates for searching forks), leaving it only minimally complete.

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 description coverage is 100%, with page, per_page, sort, owner, and repo all documented in the schema, so the baseline of 3 applies. The description adds no format, default, or enum detail (e.g. 'newest' being the default sort) beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'GitHub repository public forks' is essentially a restatement of the tool name github_repo_forks, with the only added information being the word 'public'. It contains no verb (list/fetch/retrieve) and no indication of scope such as pagination or total counts, so an agent learns little beyond what the name already implies.

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 guidance on when to use this tool versus siblings such as github_repo, github_repo_contributors, or github_search_repositories. No prerequisites, no mention of pagination handling, and no exclusions are stated.

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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