Skip to main content
Glama

Catalog.Nodes

catalog.nodes
Read-onlyIdempotent

List Nimbus pipeline node types (data, preprocessing, features, models...).

Use catalog.node_schema(node_type) for one node's full config schema and ports.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoryNoOptional filter — e.g. "data", "preprocessing", "features", "models" (exact category ids from the unfiltered list).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is fully covered structurally. The description adds no behavioral context beyond that — nothing about return shape or filtering semantics — so with annotations doing the heavy lifting a 3 is appropriate.

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?

Two short sentences, front-loaded with the verb and resource, followed immediately by the disambiguation. Zero filler.

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

Completeness4/5

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

An output schema exists so return values need not be described, and the input schema is fully documented. The only mild gap is that nothing tells the agent what the unfiltered call returns versus a filtered one, but that is covered by the output schema.

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?

Schema description coverage is 100% and the single `category` parameter is documented in the schema, including that it takes exact category ids from the unfiltered list. The description's category examples duplicate that, so baseline 3 applies.

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?

States a specific verb and resource ('List Nimbus pipeline node types') and enumerates the domain ('data, preprocessing, features, models...'), so an agent immediately knows the scope. It also names the sibling it is not (catalog.node_schema) which handles single-node detail.

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 second sentence routes the agent: use this tool to enumerate node types, use catalog.node_schema for one node's full config schema and ports. That is clear context selection guidance, though there are no explicit exclusions or prerequisite conditions.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.