JFYI
Just For Your Information — a passive MCP server and analytics hub with Profile-Guided Optimization.
MCP FastAPI SQLite Apache-2.0
What it does
JFYI passively collects interaction traces from your agents and tools, scores friction in real time, and feeds profile-guided hints back through MCP. It ships with a dashboard, a REST API, and a Helm chart for Kubernetes.
Quickstart
# Docker
docker run -p 8080:8080 ghcr.io/hlan-net/jfyi-just-for-your-information:latest
# Helm
helm repo add jfyi https://jfyi.hlan.net/charts
helm repo update
helm install my-jfyi jfyi/jfyi-mcp-server \
--namespace jfyi-system --create-namespace \
--set persistence.size=2Gi