Skip to main content
Glama

TheySaid

theme_detail

Read-only

Drill into ONE theme of a project: its summary, sentiment, strategic recommendations, how many responses mention it, and verbatim respondent quotes with share ids to cite. Resolve theme ids via project_overview.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
themeIdYesThe theme id (from project_overview.themes).
projectIdYesThe project the theme belongs to.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNo
themeNo
citationsNo
recommendationsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint/destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds useful content scope (sentiment, recommendations, mention counts, citable quotes), but since an output schema exists it adds little behavioral detail beyond that.

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?

Compact: one front-loaded sentence describing scope and contents, plus a short prerequisite sentence. No filler, though the first sentence is a dense list.

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

Completeness4/5

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

With an output schema, full param coverage, and annotations present, the description only needs to convey purpose and routing. It does both, leaving little an agent would miss before calling it.

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 coverage is 100% and both parameters are documented in the schema, so the baseline is 3. The description's note to resolve themeId via project_overview only echoes the schema's own 'from project_overview.themes' hint, adding no new syntax or format detail.

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?

States a specific verb and scope ('Drill into ONE theme of a project') and enumerates the contents returned, which distinguishes it from siblings like question_breakdown and project_overview. An agent can tell what it retrieves without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly routes the agent to project_overview to resolve theme ids, giving a clear prerequisite. It does not state when-not to use it or name an alternative for deeper theme exploration, but the context is clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources