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ThinkNEO Control Plane

thinkneo_list_alerts

Read-onlyIdempotent

List active alerts for budget, policy, SLA, and security from the ThinkNEO gateway.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
severityNoFilter by severity: critical, high, medium, low, allall
workspaceNoWorkspace name or IDdefault

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed5 schema fields changed
    • removedInput schema / properties / limit
      Removed value: -{
      -  "default": 20,
      -  "description": "Maximum number of alerts to return (1–100)",
      -  "maximum": 100,
      -  "minimum": 1,
      -  "title": "Limit",
      -  "type": "integer"
      -}
    • changedInput schema / properties / severity / description
      Previous value: -"Filter alerts by severity level: critical, warning, info, or all"New value: +"Filter by severity: critical, high, medium, low, all"
    • addedInput schema / properties / workspace / default
      Added value: +"default"
    • changedInput schema / properties / workspace / description
      Previous value: -"Workspace name or ID to list active alerts for"New value: +"Workspace name or ID"
    • removedInput schema / required
      Removed value: -[
      -  "workspace"
      -]
  2. Changed5 schema fields changed
    • addedInput schema / properties / limit / description
      Added value: +"Maximum number of alerts to return (1–100)"
    • addedInput schema / properties / limit / maximum
      Added value: +100
    • addedInput schema / properties / limit / minimum
      Added value: +1
    • addedInput schema / properties / severity / description
      Added value: +"Filter alerts by severity level: critical, warning, info, or all"
    • addedInput schema / properties / workspace / description
      Added value: +"Workspace name or ID to list active alerts for"
  3. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare the tool as read-only, idempotent, and non-destructive, so the safety profile is covered. The description adds that alerts are 'active' and span specific categories, but does not disclose further behavioral traits such as pagination, sorting, or authentication requirements.

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?

The description is a single sentence that is front-loaded with the action and resource. It contains no redundant words and covers the essential categories without unnecessary detail.

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?

Given the simple nature of the tool, the output schema is present, and annotations cover safety, the description is fairly complete. It could have mentioned the severity and workspace parameters, but the schema already documents them, and the tool's scope is clearly defined.

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 both parameters (severity and workspace) have clear descriptions. The tool description does not add parameter-level meaning beyond what the schema already provides, so the baseline score of 3 is appropriate.

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?

The description uses a specific verb ('List') and resource ('active alerts') while specifying the scope across budget, policy, SLA, and security. It clearly distinguishes from sibling tools like thinkneo_alert_rule_list by focusing on current alerts rather than alert rules.

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?

No explicit guidance is given on when to use this tool versus alternatives. While the name and description imply it is for active alerts, it does not mention exclusions or alternative tools, leaving the agent to infer usage from context.

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

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TDQS

C2.9/5.0
Disambiguation2/5

Many tools have overlapping purposes, such as the multiple safety-check tools (thinkneo_check, thinkneo_detect_injection, thinkneo_evaluate_guardrail) and the many cost/reporting tools (thinkneo_agent_roi, thinkneo_decision_cost, thinkneo_business_impact). An agent would struggle to reliably pick the correct tool for a given intent. The boundaries between dashboard, audit, and reporting tools are particularly fuzzy.

Naming Consistency2/5

All tools share the thinkneo_ prefix, but the remaining naming is inconsistent: some follow verb_noun (check_spend, list_alerts), some use noun_verb (compliance_generate, alert_rule_create), and others are bare nouns (business_impact, cache_status). This mix makes it hard to predict tool names based on action and object.

Tool Count1/5

With 68 tools, this is an extremely large surface area, far beyond the typical 3-15 well-scoped set and even beyond the 25+ heavy threshold. Even for a comprehensive enterprise platform, the sheer number overwhelms an agent's ability to choose effectively. It feels like a kitchen-sink approach rather than a curated toolkit.

Completeness3/5

The toolset covers a wide range of governance, observability, and cost-management features, but there are notable lifecycle gaps: SLAs can be defined but not updated or deleted, alert rules lack an update operation, and registry entries have no remove/unpublish. Also, policy management is limited to checking, with no create/update tool. The memory tools feel out of place and lack a delete operation.