Skip to main content
Glama

list_nodes

Search installed nodes by keyword, matching class and display names. Returns class_name to display_name mapping for workflow JSON.

Instructions

Search installed nodes by keyword (loop step: discover, don't guess).

Matches the keyword against BOTH the class name and the display name, so a node found by its UI label ("Load Image") still turns up. Returns class_name -> display_name. Class names are case-sensitive and differ from display names — use the class_name in workflow JSON. Omit keyword to get the total count only (the full list is large).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

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

Given no annotations, the description fully discloses behavior: dual matching, case sensitivity, display name vs class name distinction, count-only mode when keyword omitted.

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?

Concise, front-loaded with main purpose, every sentence adds value. No wasted words.

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 one optional parameter and an output schema, the description covers input behavior, return format, and edge cases (omitting keyword). Complete for the tool's complexity.

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

Parameters5/5

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

With 0% schema coverage, the description explains the 'keyword' parameter meaning and behavior (optional, default empty, count mode). Adds significant value beyond schema.

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?

Clearly states 'Search installed nodes by keyword' and distinguishes from siblings like 'get_node' and 'find_missing_nodes'. Specifies matching against class and display names, and returns a mapping.

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?

Provides context for usage: keyword search, and omitting keyword for count. Does not explicitly list when not to use, but sibling differentiation is implied by description.

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/huikku/comfyui-loop-mcp'

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