flyto-indexerofficial
A
license-
qualityA
maintenanceMCP server that gives AI assistants impact analysis, cross-project reference tracking, and code health scoring.
Last updated
4
Apache 2.0
mcp-claims-triage
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-claims-triageTriage claim 12345 and flag anomalies."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
mcp-claims-triage
MCP Server for Medical Claims Triage & Anomaly Detection
An MCP (Model Context Protocol) server that helps AI agents analyze medical insurance claims, flag anomalies, score risk, and suggest next actions — pure computation, no external paid APIs required.
Problem it solves
Medical billing teams and healthcare AI agents drown in claims data. Manual review is slow and expensive. Agents need structured tools to triage claims, detect possible fraud/upcoding, and prioritize human review.
Related MCP server: Sentinel Signal MCP
Why this is valuable for entrepreneurs
Vertical-specific (Healthcare) → higher willingness to pay than generic tools
Computation-heavy (no expensive API keys needed for core features)
Solves real pain: claim denials, compliance risk, manual work
Can be sold as $49–199/mo tool to billing companies, RCM firms, and health-tech startups
Main Tools
Tool | Description |
| Score a claim 0-100 and return priority + flags |
| Find unusual patterns in a batch of claims |
| Suggest possible CPT / procedure codes from description |
| Predict relative risk of claim denial |
| Create a human review checklist for a claim |
| Summarize a list of claims for daily standup |
Quick Start
pip install -e .
python -m mcp_claims_triagePricing suggestion
Free: limited daily claims
Pro: $49/mo unlimited + export
Enterprise: $199/mo + custom rules + audit log
Built for Prince Ruhul / Prevalid — Daily AI Project Builder
This server cannot be installed
Maintenance
–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity
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