Skip to main content
Glama

Run a feature ideas study

ideas_run

Search Reddit (the last year) and X (the last three months) for people talking about the problem this product solves, read the busiest threads' comments, read this site, and group what at least two different people ask for into features it could add, each with their posts as evidence. In the background, a few minutes; call ideas afterwards. Builder and Growth get one free a week (this runs it free when it is due); otherwise Costs 12 credits, charged only when it returns. Not charged when fewer than 10 posts can be read. At most one paid study a day. State the price before a paid one.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.6/5.0
Behavior5/5

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

With annotations only declaring readOnly/openWorld/destructive flags, the description carries the real operational burden: background execution, a few-minutes runtime, credit cost charged only on return, no charge under 10 readable posts, a weekly free tier, a daily paid cap, and a requirement to disclose price first. That is exactly the kind of side-effect and billing context annotations cannot convey.

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?

Front-loaded with the purpose and process, and every clause (sources, timing, pricing, quotas, follow-up) carries information. It is one dense run-on chain that would read better split into labeled sentences on cost and quota, so it is efficient but not maximally structured.

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

Completeness5/5

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

No output schema exists, and the description compensates by telling the agent that results arrive asynchronously via 'ideas'. For a zero-parameter, long-running, credit-consuming job, the description covers runtime, cost, free-tier rules, and how to retrieve results — nothing an agent needs to call it correctly is missing.

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

Parameters4/5

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

The tool takes zero parameters, so there is nothing for the description to disambiguate; baseline is 4. The description correctly does not invent parameter detail and instead spends its words on behavior.

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 concrete verb + resource (run a feature ideas study) and enumerates the exact sources and method: Reddit (last year), X (last three months), busiest threads' comments, this site, grouped asks with evidence. An agent can distinguish this from the sibling 'ideas' (which retrieves results) without opening a 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 the follow-up tool ('call ideas afterwards') and gives the conditions that gate the call (free quota for Builder/Growth, otherwise 12 credits, one paid study a day). It does not state when to avoid the tool or name competing alternatives beyond the retrieval sibling, so it falls short of full when/when-not guidance.

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