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us-all

mlflow-mcp-server

by us-all

get-trace

Retrieve detailed trace information by providing a trace ID, with optional field extraction using wildcard paths.

Instructions

Retrieve detailed trace information by trace ID

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
traceIdYesTrace ID
extractFieldsNoComma-separated dotted paths with `*` wildcard, e.g. "trace.data.spans.*.name".
Behavior2/5

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

No annotations provided. The description does not disclose behavioral traits like idempotency, read-only nature, error conditions, or rate limits. It only states the action, leaving the agent uninformed about side effects or constraints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

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

The description is a single concise sentence without fluff. However, it could be slightly more structured (e.g., listing parameters or output format) without adding length.

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

Completeness2/5

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

No output schema exists, and the description does not elaborate on what 'detailed trace information' includes. The agent lacks understanding of the return value's structure or fields, making the tool incomplete for informed invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with descriptions for both parameters. The description adds extra context for extractFields ('Comma-separated dotted paths with * wildcard'), which goes beyond the schema's minimal description.

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 uses a specific verb ('Retrieve') and resource ('detailed trace information') with a clear identifier ('by trace ID'). It distinguishes itself from siblings like get-trace-info (likely less detailed) and search-traces (search vs. single retrieval).

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?

No guidance on when to use this tool versus alternatives such as get-trace-info or search-traces. No mention of prerequisites, filters, or when not to use it.

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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