Open Knowledge Format for coding agents. Author, validate, lint, search, and visualize portable Markdown knowledge bundles. The okf gem carries the agent skill, CLI, Ruby library, and an interactive graph; okf-mcp serves the same bundles to any MCP host. Docker and Claude Code plugin included, 100% local.
One local gateway for all your MCP servers, set up once and shared by every AI client (Claude, Cursor, VS Code, Codex). Lazy discovery collapses them to 3 meta-tools the agent searches on demand, ~90% fewer tokens. Keys in your OS keychain, no cloud.