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mahigadamsetty

pyroscope-mcp

pyroscope_series

Return profile series data matching specified labels and time range via Pyroscope Connect API.

Instructions

Return profile series for given matchers via Connect API.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endNoEnd timestamp in milliseconds since epoch.
startNoStart timestamp in milliseconds since epoch.
baseUrlNo
matchersNoMatchers like {service_name="checkout"}.
tenantIdNo
labelNamesNoOptional label names to return.
Behavior2/5

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

Without annotations, the description carries full burden for behavioral disclosure but only states a return action. No information about side effects, permissions, idempotency, or response format is provided.

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

Conciseness3/5

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

The description is very concise with one sentence, but it sacrifices useful detail. Front-loading the verb and resource is good, but it could be slightly expanded for clarity without losing conciseness.

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 no output schema and no annotations, the description is insufficient. It does not explain return values, error handling, or provide a complete picture for a tool with six 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?

The description mentions 'given matchers' but does not add explanatory value beyond the schema for parameters like baseUrl and tenantId (which lack schema descriptions). The 67% schema coverage is not compensated by the description.

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 uses a specific verb ('Return') and resource ('profile series') with additional context ('for given matchers via Connect API'), clearly stating the tool's function. However, it does not differentiate from sibling tools like pyroscope_connect_query, which could also return series.

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 is provided on when to use this tool versus alternatives or any exclusions. The description lacks any contextual cues for tool selection.

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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