I built AutoICD, an AI-powered clinical coding platform that converts unstructured medical text into ICD-10 and SNOMED-CT codes. This is not an LLM wrapper. The platform uses a multi-layer machine learning architecture internally, combining custom-trained models with curated medical knowledge.

Platform and tooling:

- JS SDK – https://github.com/fcggamou/autoicd-js - Python SDK – https://github.com/fcggamou/autoicd-python - MCP Server – https://github.com/fcggamou/autoicd-mcp

Use cases and benefits:

- Automated ICD-10 and SNOMED coding from clinical notes - Creation of structured datasets for research and analytics - Integration with AI assistants via MCP - Scalable pipelines optimized for real-world healthcare data - Access to ICD-10 codes and metadata programmatically

Feedback from anyone working on medical AI, clinical NLP, or MCP tooling is welcome.