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Indie Hackers user

run_indiehackers_users
Read-onlyIdempotent

Get one Indie Hackers member by username or profile URL: name, bio, products with revenue and the latest activity. Flat 5 points per successful run.

Input Schema

NameRequiredDescriptionDefault
userYesUsername or Indie Hackers profile URL. e.g. uptownhr

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered. The description adds genuinely useful context the annotations do not: what the response contains and a per-call cost ('Flat 5 points per successful run'). It omits error/not-found behavior and rate limits, but for a read lookup this is solid.

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?

One compact sentence pair: what it fetches and what it costs. Return shape is front-loaded and the cost disclosure is the last thing read. No filler.

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 no output schema, the description carries the return-shape burden and does list the key fields, plus a cost signal. Complete enough to invoke correctly; only missing error/empty-result behavior and any auth note.

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% and the single 'user' parameter is already documented with an example ('uptownhr'). The description's 'username or profile URL' duplicates that schema text rather than adding format, normalization, or casing rules.

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?

Specific verb+resource: 'Get one Indie Hackers member by username or profile URL', plus an enumeration of the returned fields (name, bio, products with revenue, latest activity). This clearly separates it from the indihackers search/list siblings, though it never names an alternative explicitly.

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 when-to-use or when-not-to-use guidance. The only invocation hint is 'by username or profile URL', which restates the input format rather than telling the agent when this tool is the right pick over run_indiehackers_products or run_indiehackers_posts_search.

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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