MCP Server

Latitude 10 Agent Readiness

tech.latitude10/agent-readiness
AI & Agents Developer Tools Public & reachable MCP 2025-11-25

What this MCP does

Scores OpenAPI specifications for usability by AI agents and identifies documentation and schema improvements.

check_agent_readiness
Check agent readiness
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.
Read only Open world Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', '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}
Added
check_agent_readiness
Oct. 4, 2026, 2:40 a.m.