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Glama

github.compare

Compare implementations across 2–5 GitHub repos side by side with a quality breakdown to identify differences and select an implementation for a concept.

Instructions

Compare implementations from different repos side-by-side with quality breakdown

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
reposYesRepos to compare (owner/repo)
conceptYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. It does not state whether the operation is read-only, what 'quality breakdown' includes, whether authentication or rate limits apply, or how results are returned. Only the basic comparison action is disclosed.

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?

The description is a single front-loaded sentence with no filler, which is structurally efficient. However, it is arguably too terse for a tool with two required parameters and a nuanced comparison output.

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?

Given no annotations, no output schema, two required parameters, and only 50% schema coverage, the description is not complete enough for reliable invocation. It omits parameter semantics and behavioral details needed to use the tool correctly.

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

Parameters2/5

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

Schema coverage is 50%: the 'repos' parameter is described, but the required 'concept' parameter has no schema description. The tool description does not compensate by explaining the meaning or expected format of 'concept', so agents must infer its role.

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 states a specific verb and resource: compare implementations from different repos side-by-side with quality breakdown. This is clear and distinguishable from general code search or repo overview tools. It does not explicitly name sibling alternatives, so it falls 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 Guidelines2/5

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

There is no explicit guidance on when to use this tool versus alternatives such as github.search_code, github.repo_overview, or research.deep_compare. Usage is only implied by the word 'Compare', and no prerequisites or exclusions are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.