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mahigadamsetty

pyroscope-mcp

pyroscope_label_values

Retrieve label values for a specified label name using the Connect API, enabling label discovery and filtering of profiling data.

Instructions

List label values for a given label name via Connect API.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endNoEnd timestamp in milliseconds since epoch.
nameYesLabel name, e.g. service_name
startNoStart timestamp in milliseconds since epoch.
baseUrlNo
matchersNoOptional label selectors.
tenantIdNo
Behavior2/5

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

No annotations are provided, so description carries full burden. It only states 'via Connect API' but does not disclose pagination, rate limits, authentication requirements, or behavior for missing labels.

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?

Single, front-loaded sentence that is efficient and contains no redundant information.

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?

Given the tool's 6 parameters and lack of output schema or annotations, the description is too brief. It omits return values, error handling, and context for optional parameters.

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

Parameters2/5

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

With 67% schema description coverage, the tool description does not add any meaning beyond the schema. Parameters like baseUrl and tenantId remain undescribed, and the description doesn't clarify their usage.

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?

Description clearly specifies verb 'list', resource 'label values', and constraint 'for a given label name'. It distinguishes from sibling tools like pyroscope_label_names but does not explicitly contrast with them.

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 pyroscope_label_names or pyroscope_series. Lacks context about prerequisites or when-not-to-use.

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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