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list_volatile_packages

Read-onlyIdempotent

Read-only query that lists the fastest-changing or highest schema-drift-risk AI Agent SDKs and MCP servers from the live AgentBreakWatch telemetry index, sorted descending by 90-day release velocity. Supports filtering by kind ('sdk', 'mcp', 'all'), category hub slug, and result limit (1-50).

Input Schema

NameRequiredDescriptionDefault
kindNoFilter by Agent SDK ('sdk'), MCP server ('mcp'), or 'all'
limitNoMaximum number of packages to return (default 15, max 50)
categoryNoOptional category hub slug (e.g. 'agent-sdks', 'aws-labs', 'database-backend', 'browser-automation', 'cloud-infra')

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / additionalProperties
      Added value: +false
  2. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already establish the read-only, idempotent, non-destructive, closed-world safety profile. The description adds useful behavioral context beyond annotations by identifying the live telemetry source and specifying descending sort order by 90-day release velocity.

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 two sentences with no wasted language. The core purpose and ranking are front-loaded, and the filter summary follows efficiently.

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 read-only list tool with three optional parameters and no output schema, the description is mostly complete: it covers purpose, source, sorting, and filters. The remaining gap is that it does not describe the shape of returned package records, which is more relevant because no output schema exists.

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%, so the input schema already documents kind, limit, and category in detail. The description echoes the filters and the 1-50 limit range but does not add syntax or usage nuance beyond what the schema provides, making the baseline 3 appropriate.

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 gives a specific verb and resource: it lists fastest-changing or highest schema-drift-risk AI Agent SDKs and MCP servers. It clearly defines the ranking basis as descending 90-day release velocity, but it does not explicitly distinguish itself from siblings such as get_package_stability.

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 description indicates the tool is a read-only query and summarizes its filter options, implying it should be used to retrieve volatile package rankings. However, it never states when to use this tool instead of siblings like get_package_stability or check_stack_drift, nor does it provide explicit exclusions.

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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