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Crawlora MCP

github_user_events

Read-only

GitHub user recent public activity.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number.
per_pageNoResults per page (max 100).
usernameYesGitHub username.

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

C2.5/5.0
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 description adds only the qualifiers 'recent' and 'public', which imply recency ordering and public-only visibility but never state a window, ordering, or pagination behavior. Very little beyond the annotations.

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 short and front-loaded with no filler, which is good, but the brevity comes from under-specification rather than disciplined editing. A single noun phrase cannot carry the load this tool needs.

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?

An output schema exists so return values need not be described, and annotations cover the safety profile, which lowers the bar. Even so, for a paginated, third-party public feed the description omits ordering, recency semantics, and how it differs from github_user, leaving real gaps for an agent to guess at.

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% and all three parameters (username, page, per_page) are documented in the schema, so the baseline is 3. The description adds no format, range, or usage detail beyond what the schema already provides.

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

Purpose3/5

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

The fragment 'GitHub user recent public activity' identifies the resource (a user's events feed) and implicitly distinguishes it from siblings like github_user (profile) and github_user_repos. However, it is not a sentence and contains no verb, so it reads more like a label than a statement of what the tool returns. Adequate but minimal.

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?

No when-to-use guidance and no mention of alternatives. An agent must infer from the name alone that this is the events feed rather than the profile (github_user), followers (github_user_followers), or repos (github_user_repos). No exclusions or prerequisites are given.

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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