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Glama

list_projects

Read-only

List all projects. Projects are containers for nodes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

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

  1. First observed

TDQS

A4.1/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the read-only nature is covered. The description adds only the conceptual note 'Projects are containers for nodes' and essentially restates the tool's name, providing no extra behavioral information such as pagination, ordering, or filtering limitations.

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?

The description is two sentences with no wasted words. It front-loads the purpose ('List all projects') and the second sentence adds relevant domain context, making it appropriately sized and structured.

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?

Given the tool's simplicity (no parameters), existing annotations, and the presence of an output schema, the description is complete. It clearly states the action and resource, and the sibling tool context makes its role unambiguous without needing further elaboration.

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 has zero parameters (empty input schema), so there are no parameter semantics to describe. The description appropriately omits parameter details, and the baseline for 0 parameters is 4.

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 states 'List all projects' with a specific verb and resource, clearly distinguishing it from sibling tools like get_project (which retrieves a single project) and list_nodes (which lists a different resource). The added context 'Projects are containers for nodes' helps clarify the domain.

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 gives clear context: this tool lists all projects. However, it does not explicitly mention when not to use it or reference alternatives such as get_project or list_nodes. For a simple list tool, the usage is implied effectively.

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

A4.2/5.0
Disambiguation5/5

Each tool targets a distinct resource and action: nodes, projects, docs, pricing, status, org, faucet, and contact. There is no overlap between list/get, create/update/delete, or the doc search vs fetch tools.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (create_node, get_project, list_nodes, update_node, delete_project). Underscore separator and lowercase are used throughout with no mixed conventions.

Tool Count4/5

At 18 tools, the set is slightly above the typical 3-15 range but each tool serves a distinct purpose within the platform's domain. The count is appropriate for a platform with project, node, documentation, pricing, status, and faucet features.

Completeness5/5

The tool set provides full CRUD for both projects and nodes, plus deployment options, pricing, docs search/retrieval, platform status, organization info, testnet faucet, and a contact channel. There are no obvious dead ends for the workflows the server advertises.