Skip to main content
Glama

Agent Observatory Digital Twin

list_internal_projects

Read-onlyIdempotent

List the projects available in the isolated Northstar Systems research twin. Use a returned project id with the inspection tools.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
isolatedYes
syntheticYes
digitalTwinYes
observationYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / additionalProperties
      Added value: +false
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "properties": {
      +    "digitalTwin": {
      +      "type": "boolean"
      +    },
      +    "isolated": {
      +      "type": "boolean"
      +    },
      +    "observation": {
      +      "properties": {
      +        "eventId": {
      +          "type": "string"
      +        },
      +        "evidenceLevel": {
      +          "type": "string"
      +        },
      +        "policyAction": {
      +          "enum": [
      +            "allow",
      +            "monitor",
      +            "sandbox",
      +            "deny"
      +          ],
      +          "type": "string"
      +        }
      +      },
      +      "required": [
      +        "eventId",
      +        "policyAction",
      +        "evidenceLevel"
      +      ],
      +      "type": "object"
      +    },
      +    "result": {
      +      "additionalProperties": true,
      +      "type": "object"
      +    },
      +    "synthetic": {
      +      "type": "boolean"
      +    }
      +  },
      +  "required": [
      +    "digitalTwin",
      +    "synthetic",
      +    "isolated",
      +    "result",
      +    "observation"
      +  ],
      +  "type": "object"
      +}
  2. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so the safety profile is covered. The description adds genuinely new context beyond that: the data is synthetic and confined to an isolated research twin, and the returned ids feed the inspection tools. It does not discuss result size or ordering, but with a rich output schema that is a minor omission.

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 filler. The scope statement is front-loaded and the actionable workflow hint follows it, so an agent can stop reading after one pass.

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?

With an output schema present, the description needn't explain return values, and annotations cover the safety profile; the description supplies the missing pieces (environment scope, how the output is consumed). The only gap is the absence of any explicit statement about what the listing contains or how it relates to the other non-inspection siblings.

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?

The tool takes zero parameters, which is the baseline-4 case. The description adds no parameter detail because there is none to add; the schema is trivially complete (empty object, additionalProperties false).

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 specific verb and resource ('List the projects') and scopes it to a named environment ('isolated Northstar Systems research twin'), which separates it from the inspect_*/query_*/read_* siblings that operate on already-selected resources. It stops short of naming a sibling directly, so it is clear but not maximally differentiated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The second sentence gives downstream workflow guidance ('Use a returned project id with the inspection tools'), which implies this is the entry point that must be called before the inspect_* tools. However, it never states when NOT to use it or explicitly contrasts it with query_customer_export or read_internal_runbook, so usage is inferred rather than stated.

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