Skip to main content
Glama

Netbrain Integrated Solutions catalogue

List what Netbrain can do

list_capabilities
Read-onlyIdempotent

Everything Netbrain builds, grouped by category, with the capabilities and technologies under each. Use this for open questions like "what does Netbrain do" or "can they help with X" where no single product is obviously the answer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoryNoOptional. Limit to one category.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoriesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / category / enum
      Previous value: -[
      -  "developer-tooling",
      -  "applied-ml",
      -  "platform-api",
      -  "language-model",
      -  "platform"
      -]New value: +[
      +  "developer-tooling",
      +  "platform-api",
      +  "language-model",
      +  "platform"
      +]
  2. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered. The description adds only that this is a complete inventory grouped by category, and says nothing about size, pagination, or truncation of the full catalog, so it adds limited value beyond the structured fields.

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 sentences, zero waste: the first defines the output shape, the second defines when to pick this tool. The routing information is front-loaded and nothing is repeated.

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?

An output schema exists, so return values need no prose, and annotations carry the safety profile. Purpose, scope, and selection criteria are all covered, leaving no gap an agent needs filled before invoking the tool.

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 coverage is 100% and the single 'category' parameter already documents its enum values in the schema. The description never mentions the category filter, so it adds no meaning beyond what the schema provides — the baseline 3 for full coverage.

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 names a concrete resource ('Everything Netbrain builds') and its structure ('grouped by category, with the capabilities and technologies under each'), so an agent knows exactly what is returned. It differentiates from siblings indirectly via 'where no single product is obviously the answer,' which rules out get_product/search_products, but never names them.

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?

It gives a clear when-to-use condition ('open questions like "what does Netbrain do" or "can they help with X"') and an implicit when-not ('where no single product is obviously the answer'). However, it never names the alternative tools an agent should route to for product-specific questions.

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.

Resources