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Indie Hackers post

run_indiehackers_posts
Read-onlyIdempotent

Get one Indie Hackers post by its slug or URL: title, full text, author, publish date, upvotes, comment count and the product it belongs to. Flat 5 points per successful run.

Input Schema

NameRequiredDescriptionDefault
postYesPost slug or Indie Hackers URL. e.g. i-built-a-git-host-where-ai-agents-dont-need-accounts-1dca7d2ac4

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already cover readOnly, idempotent, openWorld, and non-destructive, so the safety profile is free. The description adds a genuinely useful behavioral fact not in annotations: a flat 5-point cost per successful run, which lets an agent reason about budget. Return-field list adds further context.

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?

Two tight sentences: purpose and identifier format first, cost second. Nothing is redundant and the most decision-relevant information is front-loaded.

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?

For a single-parameter read tool with no output schema, the description compensates well by enumerating the returned fields and disclosing cost. Only the routing to the search/comment siblings remains unaddressed.

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 the schema already documents the single 'post' parameter with a concrete slug example. The description's 'slug or URL' phrasing matches but adds no format or edge-case detail beyond the schema, so the baseline 3 applies.

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?

States a specific verb (Get), resource (Indie Hackers post), and scope (one) identified by slug or URL, then enumerates the returned fields. The word 'one' implicitly separates it from run_indiehackers_posts_search, though it never names that sibling explicitly.

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

Usage Guidelines3/5

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

Usage is implied by the lookup-by-identifier framing, but the description never states when to use this versus run_indiehackers_posts_search or run_indiehackers_posts_comments. No prerequisites or exclusions are given.

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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