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mastyf-ai

mastyf-ai

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detect_drift

Compare current MCP server behavior against a known-good baseline to detect drift and anomalies.

Instructions

Compare current MCP server behavior against a known-good baseline to detect anomalies

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
baselineIdNoSpecific baseline to compare against (uses latest if omitted)
serverNameNoServer name to check for drift
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It indicates a comparison operation to detect anomalies, which is likely non-destructive, but it does not explicitly state whether the tool modifies server state, requires authentication, or has 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.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, well-structured sentence with no superfluous words. It is front-loaded with the key action and purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is adequate for a simple tool with two optional parameters, but it omits information about the output format (e.g., list of anomalies, drift score). Given no output schema, the description could provide more context on return values.

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% with both parameters well-described. The description does not add extra information beyond the schema, so it meets the baseline score for high schema coverage.

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 clearly states the verb 'compare', the resource 'MCP server behavior', and the outcome 'detect anomalies'. It distinguishes itself from siblings like 'capture_baseline' (which creates baselines) and 'drift_history' (which shows historical drifts).

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?

The description implies when to use the tool: when you have a baseline and want to check for drifts. However, it does not explicitly state when not to use it or mention alternatives among the many sibling tools.

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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