Brain Tumor Classifier
Neuro-Symbolic MCP Server · 6 Clinical Tools
FHIR R4
MCP
Open Access
Upload MRI Scan
Click to upload or drag & drop
JPG · PNG · JPEG · Brain MRI scans only
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Analyzing scan...
Tool Tester
Test all 6 MCP tools directly in your browser
3
list_tumor_classes
List all 9 detectable tumor types
No arguments needed
2
get_tumor_info
Clinical details for a tumor type
4
validate_mri_image
Check image quality before analysis
Uses image from Analyze MRI tab (upload one first)
1
analyze_mri
Classify brain tumor from MRI image
Uses image from Analyze MRI tab (upload one first)
5
assess_urgency
Clinical urgency from FHIR report
Run analyze_mri first to get a FHIR report
6
generate_clinical_summary
Plain-English summary from FHIR report
Run analyze_mri first to get a FHIR report
Run All Tools Sequentially
Upload an MRI in the Analyze tab first, then click below to test all 6 tools at once.
Running tests...
What Is This?
The Brain Tumor MRI Classifier is a neuro-symbolic AI system deployed as an MCP server on Prompt Opinion. It's the only medical imaging AI tool in the marketplace — while every other submission handles text-based workflows (drug interactions, prior authorization, lab results), we classify brain tumors directly from raw MRI scans.
Architecture
MRI Image (JPG/PNG)
↓ FFT Preprocessing (frequency domain)
↓ CGAN Augmentation (synthetic enrichment)
↓ MobileNetV2 (9-class neural network)
↓ Temperature Scaling (confidence calibration)
↓ Symbolic Reasoning (3 clinical rules)
↓ FHIR R4 DiagnosticReport (EHR-ready)
↓ MCP Tool Response (agent-consumable)
6 MCP Tools
analyze_mri
Classify brain tumor from MRI → FHIR DiagnosticReport
get_tumor_info
Clinical details, symptoms, treatment for any tumor class
list_tumor_classes
List all 9 detectable tumor types with severity info
validate_mri_image
Check image quality and suitability before analysis
assess_urgency
Clinical urgency level (IMMEDIATE/URGENT/ROUTINE) + next steps
generate_clinical_summary
Plain-English summary for doctors or patients