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sessions

Read-only

List individual session records Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results
sinceNoStart date
projectYesProject name

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds genuinely useful access context — anonymous preview is restricted to synthetic read-only demo data and requires sign-in for real projects — but says nothing about ordering, pagination behavior, or what a session record contains.

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?

It is short and front-loads the purpose, but the two sentences run together without punctuation ("records Anonymous preview..."), which slightly obscures the boundary between function and access note. No wasted marketing language, though.

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?

For a list tool with no output schema and annotations covering safety, the description covers access scope but omits the return shape and ordering. An agent could call it correctly, but not predict what it gets back or how it relates to analytics_sessions.

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 limit, since, and project are already documented in the schema. The description adds no syntax, format, or defaulting detail beyond that, which matches the baseline for a fully-covered schema.

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 states a specific verb and resource ("List individual session records"), which is clear on its own. However, it never differentiates itself from the sibling tool analytics_sessions, leaving the agent to guess whether "individual session records" means raw sessions versus an aggregated session metric.

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?

There is no guidance on when to use this tool versus analytics_sessions or analytics_overview, and no stated prerequisites or exclusions. The second sentence addresses authentication scope, not usage selection, so the agent gets no routing help.

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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