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doublegate

CyberChef MCP Server

by doublegate

cyberchef_telemetry_export

Read-onlyIdempotent

Export collected telemetry metrics and retrieve anonymized usage statistics in JSON or summary format for monitoring tool activity.

Instructions

Export collected telemetry metrics. Returns anonymized usage statistics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
formatNoExport formatjson

Schema Changelog

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

  1. First observedv3.6.0

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, covering the safety profile. The description adds one behavioral detail beyond that: the returned data is anonymized. This is useful context but not extensive; no rate limits, auth requirements, or output-shape caveats are mentioned.

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 short sentences, both functional: the first states the operation, the second adds the anonymization detail. No fluff, no repetition of the schema, and the core action is front-loaded.

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 tool with one optional parameter, complete schema coverage, and safety annotations, the description is nearly sufficient. It does not explain what the 'json' vs 'summary' formats return, but the schema defines those options. The only meaningful omission is lack of differentiation from sibling stats tools, which is more a usage-guidance gap.

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?

The input schema covers the single 'format' parameter 100% with an enum, default, and description. The tool description adds nothing about the parameter, so the schema carries the full weight. This aligns with the baseline for high schema coverage.

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 uses a specific verb ('Export') and resource ('collected telemetry metrics'), and the second sentence clarifies what the result is ('anonymized usage statistics'). This clearly distinguishes it from the many baking/recipe tools in the sibling list, though it does not explicitly contrast with the other stats-like tools (e.g., cyberchef_worker_stats, cyberchef_cache_stats).

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?

The description states only what the tool does and gives no guidance about when to use it versus alternatives. There is no mention of scenarios, exclusions, or a preferred sibling for similar telemetry/stats needs, leaving the agent to infer usage from the name alone.

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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