Skip to main content
Glama

Opendata Canada Organizations

opendata_canada_organizations
Read-onlyIdempotent

List all Government of Canada organizations that publish datasets on open.canada.ca, returning name, title, description, and dataset count for each (up to optional limit, default 100).

Example tool call

This call uses example arguments supplied in the tool’s input schema.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "limit": 20
    },
    "name": "opendata_canada_organizations"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNo

Output Schema

NameRequiredDescriptionDefault
countYesNumber of items returned.
itemsYesList of organizations

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint, so the safety profile is covered. The description adds genuinely new behavioral facts: the per-organization fields returned and a default limit of 100, which the schema does not specify. It stops short of covering pagination behaviour, result ordering, or rate limits.

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?

One front-loaded sentence with the resource and scope first and the return/limit detail after; nothing is redundant. It is slightly run-on, packing return fields and the limit default into the same clause, but no sentence is wasted.

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?

For a single-optional-parameter read-only listing tool with an output schema already present, the definition covers what it returns and how limit behaves, which is most of what an agent needs. The remaining gap is routing guidance against the other opendata_canada tools, which is not addressed.

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

Parameters4/5

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

Schema description coverage is 0% for the single 'limit' parameter, so the description carries the burden and does so by explaining that limit is optional, caps the number of organizations returned, and defaults to 100. That is meaningful meaning added beyond the bare schema, though it does not give a maximum or any range guidance.

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?

States a specific verb and resource: 'List all Government of Canada organizations that publish datasets on open.canada.ca', and names the returned fields. It is clear enough to act on, but it never distinguishes itself from near-neighbours like opendata_canada_groups or opendata_canada_search, so the 'organizations vs groups vs packages' boundary must be inferred.

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?

There is no explicit when-to-use guidance, no when-not-to-use, and no named alternative. The only implied usage cue is that it enumerates publishers, which an agent must deduce from the wording rather than being told.

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.