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Metrx MCP Server

by metrxbots

Route Model Selection

metrx_route_model
Read-onlyIdempotent

Routes tasks to optimal models based on complexity, using historical performance and cost analysis to reduce expenses without sacrificing quality.

Instructions

Get a model routing recommendation for a specific task based on complexity. Uses the agent's historical performance data and cost analysis to suggest the optimal model for each task complexity level. Helps reduce costs by routing simple tasks to cheaper models while keeping complex tasks on premium models. Do NOT use for comparing all models at once — use compare_models for static pricing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agent_idYesThe agent to get routing recommendations for
task_complexityYesEstimated task complexity: low (simple lookups/formatting), medium (analysis/summarization), high (reasoning/generation)
current_modelNoCurrently configured model (e.g., "gpt-4o"). If omitted, uses agent primary model.
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds behavioral context: it uses historical performance data and cost analysis, and suggests optimal model per complexity level. This complements the annotations well.

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?

Three sentences effectively convey purpose, mechanism, and usage boundaries. No filler; each sentence adds value.

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?

While the description covers purpose and usage well, it lacks details about the tool's output (return value format). With no output schema, specifying what the recommendation looks like would be helpful.

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 baseline is 3. The description does not add new parameter-level details beyond what the schema provides, though it aligns with the task_complexity parameter.

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 tool gets a model routing recommendation for a specific task based on complexity, using historical data and cost analysis. It distinguishes itself from the sibling tool compare_models by explicitly excluding that use case.

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?

The description provides explicit guidance on when to use this tool ('for a specific task based on complexity') and when not to ('Do NOT use for comparing all models at once'), directly naming the alternative tool (compare_models).

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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