Skip to main content
Glama

search

Search MCP servers across multiple registries with optional side-by-side token cost comparison.

Instructions

Search MCP servers. compare=True shows side-by-side token cost table.

registry: all|official|mcpregistry|glama|npm|smithery|pypi

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
compareNo
registryNoall
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations, the description should fully disclose behavior. It mentions 'compare' shows a token cost table and lists registry options, but fails to describe core behavior like whether it's read-only, how query is matched, or any side effects.

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

Conciseness3/5

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

Very concise but lacks structure; omits key parameter descriptions. Front-loaded with purpose, but brevity compromises completeness.

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?

Given 4 parameters and 1 required (query), the description fails to explain query and limit. Output schema exists but is not referenced. Incomplete for a search tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so description must compensate. It partially explains 'compare' and 'registry' (values list), but omits 'query' (required) and 'limit' entirely, leaving critical parameters undocumented.

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 clearly states 'Search MCP servers' with a specific verb and resource. It distinguishes from sibling tools (auth, auto, call, shapeshift, status) which do not relate to searching servers.

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?

No guidance on when to use this tool versus alternatives, nor any exclusions or contexts. The description only provides parameter details without usage direction.

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/kaiser-data/kitsune-mcp'

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