Skip to main content
Glama

browse_agents

Find registered AI agents by category, endorsements, reputation, or name. Filter and sort up to 100 results to quickly locate trusted agents in the registry.

Instructions

Browse registered agents with optional category filter and sorting.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoryNoFilter by category
sortNoSort orderendorsements
limitNoMax results (1-100)
Behavior2/5

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

No annotations are provided, and the description does not disclose whether the tool is read-only, requires authentication, or has side effects. 'Browse' implies safety but is not explicit.

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 sentence with 9 words, highly concise and front-loaded. However, it may be too brief, missing important details.

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?

With no output schema, the description should explain what the tool returns (e.g., list of agents, format). It does not, leaving the agent uncertain about the response.

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 input schema has 100% parameter coverage with descriptions, so the description adds no new meaning beyond 'optional category filter and sorting.' Baseline score applies.

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 clearly states 'Browse registered agents with optional category filter and sorting,' which specifies the verb and resource. However, it does not differentiate from sibling tools like 'search_agents' or 'get_agent'.

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?

The description provides no guidance on when to use this tool versus alternatives, nor does it mention prerequisites or when not to use it.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/vinaybhosle/agentstamp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server