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Metrx MCP Server

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Get Failure Predictions

metrx_get_failure_predictions
Read-onlyIdempotent

Predict upcoming agent failures including error rate breaches, latency degradation, cost overruns, rate limit risks, and budget exhaustion. Each prediction provides confidence level and recommended actions to prevent issues.

Instructions

Get predictive failure analysis for your agents. Shows upcoming risk of error rate breaches, latency degradation, cost overruns, rate limit risks, and budget exhaustion. Each prediction includes confidence level and recommended actions. Do NOT use for current/past failures — use get_alerts for active issues.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agent_idNoFilter predictions for a specific agent
severityNoFilter by prediction severity
statusNoFilter by prediction status (default: active)active
Behavior4/5

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

Annotations already indicate readOnly and idempotent. Description adds context about prediction types and recommended actions, which is useful beyond annotations, though could detail rate limiting or pagination.

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, front-loaded with purpose, zero waste. Efficient and scannable.

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 3 params, full annotation set, and no output schema, description adequately covers scope and usage guidance. Could elaborate on output shape but not essential.

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% for all 3 parameters; description does not add extra details beyond what schema provides. Baseline 3 applies.

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?

Clear verb 'Get failure predictions' with specific resource and scope. Distinguishes from sibling tool get_alerts by explicitly stating it is for predictions, not current/past failures.

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

Usage Guidelines5/5

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

Explicitly states when to use (predictive failure analysis) and when not to (use get_alerts for current/past). Lists what predictions include (confidence, actions).

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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