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comet-ml

Opik MCP Server

by comet-ml

get-opik-help

Retrieve contextual assistance for Opik Comet's features, including prompts, projects, traces, and metrics, by specifying a topic or subtopic for tailored guidance.

Instructions

Get contextual help about Opik Comet's capabilities

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
subtopicNoOptional subtopic for more specific help
topicYesThe topic to get help about (prompts, projects, traces, metrics, or general)
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It states the tool retrieves help information, implying a read-only operation, but doesn't mention any behavioral traits like rate limits, authentication needs, or what the output format might be. This is a significant gap for a tool with no annotation coverage.

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, efficient sentence that directly states the tool's purpose without any unnecessary words. It is appropriately sized and front-loaded, making it easy for an agent to parse quickly.

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?

Given the tool's low complexity (2 parameters, no output schema, no annotations), the description is minimally adequate but incomplete. It explains what the tool does but lacks details on behavioral aspects and usage context, which are important for an agent to operate effectively without annotations.

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 has 100% description coverage, clearly documenting both parameters ('topic' and 'subtopic') with their types and purposes. The description adds no additional meaning beyond what the schema provides, so it meets the baseline of 3 where the schema does the heavy lifting.

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 clearly states the verb 'Get' and the resource 'contextual help about Opik Comet's capabilities', making the purpose understandable. However, it doesn't specifically differentiate from sibling tools like 'get-opik-examples' or 'get-opik-tracing-info', which also provide information about Opik Comet but focus on different aspects.

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 provides no guidance on when to use this tool versus alternatives such as 'get-opik-examples' or 'get-opik-tracing-info'. It lacks explicit context, exclusions, or prerequisites, leaving the agent to infer usage based on the tool 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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