{"id":"director","name":"Director","af_score":68.0,"security_score":60.0,"reliability_score":null,"what_it_does":"A middleware platform that organizes MCP tools, prompts, and configuration into portable 'playbooks' for AI agents. Lets you curate context-specific skill sets, selectively expose tools to preserve context windows, manage OAuth centrally across multiple agents, and share a single MCP endpoint across different AI clients. Provides a web UI (Studio), CLI with 30+ commands, and a TypeScript SDK.","best_when":"You use multiple MCP servers across different AI clients and need to manage which tools are exposed, keep context windows lean, and share configurations across a team.","avoid_when":"You only use one or two MCP servers with a single AI client. The orchestration layer adds complexity that may not be worth it for simple setups.","last_evaluated":"2026-03-01T09:50:05.490460+00:00"}