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Glama

Karthik Parameshwara

Open source

get_open_source
Read-only

Libraries maintained, pull requests to other projects, and recent activity.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds value by enumerating the content categories returned (maintained libraries, external PRs, recent activity), which is useful since no output schema exists, but it says nothing about whose data is returned, scoping, or result size/ordering.

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 short sentence-fragment with no filler, but it lacks a leading verb or framing clause, so it reads as a content label rather than a front-loaded statement of what the call does.

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?

For a no-param read tool with no output schema, the description should carry the return-shape burden; it lists content categories but never states the subject (the authenticated user?) or the granularity of the response. It is adequate to attempt the call but leaves real ambiguity.

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?

The tool takes zero parameters, so the baseline is 4; the schema has nothing for the description to clarify. The description does not falsely imply any filtering options.

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 description is a noun phrase listing content areas (libraries maintained, pull requests, recent activity) rather than a verb+resource statement, so the retrieval action is only implied by the tool name. An agent can guess it returns open-source contribution data, but nothing distinguishes it explicitly from get_profile or get_resume, which likely overlap in scope.

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 call this versus get_profile, get_resume, or get_project, and no prerequisites or exclusions stated. The agent must infer from sibling names alone that this is a sub-view of a profile.

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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