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Substack profile lookup

substack_lookup
Read-only

Public Substack profile for a handle, profile link or name: bio, photo, follower and subscriber counts, the publications they run, and the ones they subscribe to (paid or free). Without an API key: $0.05 USDC per successful call via x402 (Base or Solana).

Input Schema

NameRequiredDescriptionDefault
queryYesSubstack handle, profile URL or name

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety and scope are partly covered. The description adds meaningful behavioral context beyond annotations: $0.05 USDC per successful call via x402 on Base or Solana when no API key is used, and what profile data is returned. It does not cover rate limits or failure behavior, which keeps it from a 5.

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?

The description is front-loaded with the resource and returned fields, then follows with the pricing caveat. Both sentences carry useful information and there is 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?

For a one-parameter read-only lookup with no output schema, the description explains what is returned and the payment condition, which is sufficient for correct invocation. A minor gap is that it does not describe not-found or error behavior.

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?

There is only one parameter and schema description coverage is 100%; the schema already documents it as a Substack handle, profile URL, or name. The description echoes the same accepted forms but adds no constraints, formatting guidance, or examples beyond what the schema provides.

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?

The description names a specific resource, a public Substack profile, and enumerates the returned data: bio, photo, follower/subscriber counts, publications run, and subscriptions. It is clearly Substack-specific among the sibling lookup tools, so an agent can distinguish it from generic username or social profile tools.

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?

The intended use is implied by stating that it returns a public Substack profile, and it adds practical guidance about the no-API-key payment path. However, it does not explicitly say when to use this versus alternatives such as osint-username or username_scanner, nor does it state when not to use it.

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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