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Glama

github.repo_overview

Fetch repository intelligence—stars, health, CI status, topics, and license—by owner/repo to assess project quality and maintenance.

Instructions

Get comprehensive repo intelligence: stars, health, CI, topics, license

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesowner/repo format

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It implies a read-only aggregation but says nothing about auth requirements, rate limits, latency, or whether the data is cached/live. For a tool with zero annotation coverage this is a notable gap.

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 front-loaded sentence with a compact colon-list of returned fields; every token earns its place. It is efficient, though terse enough that it sacrifices some clarifying context for brevity.

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?

The tool is low complexity (one required param) and has no output schema, so enumerating returned fields (stars, health, CI, topics, license) partially compensates. Still, with no annotations and no output schema, the description leaves behavior and return shape only partially covered.

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?

The single 'repo' parameter is fully documented in the schema (100% coverage, 'owner/repo format'), so the baseline is 3. The description adds no further meaning about the parameter, such as handling of private repos or org/repo variants.

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 ('Get comprehensive repo intelligence') and enumerates the payload (stars, health, CI, topics, license), making its scope distinct from siblings like github.repo_file or github.repo_tree. It does not, however, explicitly contrast itself with github.search_repos or github.compare.

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 when-to-use guidance, no prerequisites, and no named alternatives. An agent can infer it is a per-repo aggregator, but the description never states when to reach for it over github.compare or github.search_repos.

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