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henu-wang

GEOScore MCP Server

geo_create_api_key

Create a free API key to enable programmatic scanning of websites for AI search readiness. Each key allows up to 10 scans per day.

Instructions

Create a free GEOScore API key for programmatic access. Free keys allow 10 scans/day. Returns the API key that can be used with other geo_ tools.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameNoA name for this API key (e.g. 'my-project')
Behavior3/5

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

With no annotations, the description must fully disclose behavior. It mentions the free tier and 10 scans/day limit, and that it returns the key. However, it does not mention if the creation is irreversible, requires authentication, or has per-user limits.

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 sentences conveying all essential information: purpose, usage limit, return value. No wasted words, front-loaded with the main action.

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?

Given no annotations or output schema, the description adequately covers purpose, parameter, limit, and return. It could be improved by noting that the key is only shown once, but overall complete for a simple creation tool.

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 single parameter 'name' has 100% schema coverage. The description adds a real-world example ('my-project') that complements the schema's description, providing extra clarity without redundancy.

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 clearly states the verb 'Create' and the resource 'GEOScore API key', with additional context of 'programmatic access'. It distinguishes from sibling tools (e.g., geo_scan, geo_check_visibility) by being the only tool for API key creation.

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?

The description implies when to use this tool: before using other geo_ tools (since it returns an API key for them). However, it does not explicitly state alternatives or 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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