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Compare two GitHub profiles

compare_github_profiles
Read-onlyIdempotent

Two GitHub users' year side by side: contributions, active days, streaks, busiest month, work by type and top language.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "a": "<a>",
      "b": "<b>"
    },
    "name": "compare_github_profiles"
  }
}

Input Schema

NameRequiredDescriptionDefault
aYesA GitHub username, @handle or profile URL (organizations aren't supported).
bYesA GitHub username, @handle or profile URL (organizations aren't supported).
yearNoCalendar year, from the year the account was created to this year. Defaults to this year.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint, so the safety profile is covered. The description adds value by disclosing which metrics are computed and compared. It says nothing about behavior when a profile is private, missing, or an organization (that restriction lives only in the schema), nor about cost of a two-profile lookup.

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

Conciseness4/5

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

A single compact clause with no filler; the metric list is the useful content. It is front-loaded with the 'two users side by side' framing. The fragmentary syntax (missing verb) and colon-list ending make it slightly less crisp than a complete sentence.

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?

There is no output schema, so the description carries the burden of explaining return content, and it does enumerate the metrics compared. However, it does not describe the response shape (paired per-user values? deltas?), handling of a nonexistent or private account, or that organizations are rejected. For a read-only comparison tool it is minimally adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so 'a', 'b' and 'year' are fully documented in the input schema, including the organization restriction and the year range. The description's 'year side by side' reinforces that the year scopes both profiles, but adds no syntax beyond the schema. With full schema documentation, a 4 is warranted for aligned, non-contradictory framing.

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?

The description names the resource (two GitHub users) and the operation (side-by-side comparison) and enumerates the compared dimensions: contributions, active days, streaks, busiest month, work by type, top language. That distinguishes it from single-profile siblings like get_github_stats. It is a noun-phrase fragment rather than an explicit verb+object statement, which keeps it from 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 Guidelines2/5

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

There is no guidance about when to choose this over get_github_stats, get_github_wrapped, or get_readme_card; the agent must infer that 'two users side by side' means this tool and 'one user' means another. No exclusions, no prerequisites, no note about what to do if one handle is invalid.

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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