MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.
AI-powered GitHub Issue Assistant built with MCP, Gemini, and GitHub REST API. Detects duplicate issues, generates structured issues, and requires human approval before creation.
A sandboxed MCP server for controlling VMware Workstation VMs and PNETLab labs allow listed, confirm-gated, and audit-logged. Built for CCNP/Security+ practice, works with any MCP client.
Reference implementation of controlled MCP agent workflows with independent human approval, LangGraph/native Python orchestration, and auditable writes.