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Glama

List Open Source Projects

list_open_source_projects
Read-only

Use this when an agent needs to list Raintree Technology's public open-source projects and repositories.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already establish readOnlyHint=true and destructiveHint=false. The description adds useful scope context by specifying 'public open-source' and confirms this is a listing operation rather than a mutation. No hidden side effects are implied.

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

Conciseness5/5

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

A single sentence with a front-loaded usage trigger and no filler. Every word contributes to understanding what the tool does and when to use it.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no parameters, an available output schema, and annotations covering the safety profile, the description fully specifies what the tool lists. An agent has enough context to select and invoke it correctly.

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 input schema is empty with 0 parameters, so parameter documentation is not needed. This matches the 0-parameter baseline; the description correctly avoids inventing parameter details.

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

Purpose5/5

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

The description names a specific verb (list), a specific resource (Raintree Technology's public open-source projects and repositories), and an explicit scope ('public'). This clearly distinguishes the tool from siblings like get_project and search_projects.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

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

The description opens with 'Use this when an agent needs to list...', giving a clear trigger condition. It does not explicitly name alternatives or state when not to use it, but the context is clear enough for a parameterless listing tool.

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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TDQS

A4.1/5.0
Disambiguation4/5

Each tool targets a generally distinct resource or action: company capabilities, contact options, individual projects, project lists, product lists, portfolio search, and writing search. There is mild overlap between search_projects and the two list tools, and get_company_capabilities could be confused with portfolio listing, but the descriptions clarify the boundaries.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern using get_, list_, or search_ prefixes. The naming style is uniform and predictable, making it easy for an agent to infer the purpose of each tool.

Tool Count5/5

Seven tools is a well-scoped set for a public company portfolio and information server. Each tool covers a meaningful capability without unnecessary redundancy or bloat.

Completeness4/5

The surface covers company info, contact options, projects, products, open-source repositories, and writing/research, which is strong for a public-facing read-only domain. Minor gaps exist: there is no get_product equivalent to get_project, and writing is only searchable without a direct retrieval endpoint.

Resources