Latitude 10 Agent Readiness
Scores how well AI agents will use your API, 0-100, from its OpenAPI spec. Free and read-only.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"agent-readiness": {
"url": "https://latitude10.tech/mcp/readiness"
}
}
}Remote endpoints
https://latitude10.tech/mcp/readinessstreamable-httpWhat it can do
Tool inventory
Tools (1)
🟢check_agent_readiness(url, spec)
Scores an API 0-100 for how well AI agents will use it as tools, from its OpenAPI 3.0 or 3.1 spec: operationIds, summaries, descriptions, parameter descriptions, enums, examples, JSON bodies, response and error schemas, pagination, auth, idempotency and tool count (the Agentify API kit's rules). Give the spec's https URL or the spec itself. Free; returns the score, each rule's result with how to fix it, and the most costly findings. Use it before turning an API into an MCP server or listing it for agents.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "https URL of the OpenAPI document (JSON or YAML), e.g. https://api.example.com/openapi.json"
},
"spec": {
"type": "string",
"description": "The OpenAPI document itself, as JSON or YAML text (up to 2 MB). Send url or spec, not both."
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}Community
Evidence