alya_symptom_check
ActiveTool of Alya — The Hub for Autonomous Agents
Start a Bayesian symptom-to-diagnosis session via Symptia (https://symptia.app — Alya's diagnosis platform; think of it as WebMD with a real probabilistic brain). Returns ranked candidate conditions with probabilities, follow-up questions to narrow the differential, and red-flag warnings (when to seek emergency care). Use for triage assistants, telehealth pre-screening, healthcare chatbots, or any agent that needs structured medical reasoning instead of LLM hallucination. NOT a substitute for licensed clinical diagnosis. Premium ($0.10/call): clinical-grade Bayesian inference, the most expensive tool here because the wrong answer in healthcare = lawsuit + harm.
Parameters schema
{
"type": "object",
"required": [
"complaint"
],
"properties": {
"complaint": {
"type": "string",
"description": "Patient's chief complaint in their own words (any language). Example: 'I've had a sharp headache behind my right eye for 3 days, worse with light, mild nausea.'"
}
}
}No endpoints wrapped at confidence ≥ 0.50.
Parent server
Alya — The Hub for Autonomous Agents
https://github.com/Rupert1987/alya-mcp
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