ContextEngine MCP Server

Example Use Cases

• 1

  Persistent memory to avoid repeating past mistakes across sessions.

• 2

  Mechanical enforcement to ensure commit discipline and documentation.

• 3

  Hybrid keyword and semantic search across project knowledge and code.

Description

ContextEngine indexes project documentation, source code, and operational data to enable AI coding assistants to access accumulated knowledge in real time. It offers persistent memory to recall past learnings, mechanical enforcement to ensure commit and documentation discipline, and a structural checklist to validate project readiness. The server runs fully locally with privacy-first design, supports hybrid keyword and semantic search, and integrates with multiple MCP-compatible clients.