MCP servers for ai-agents-mcp

Open-source platform for orchestrating, governing, and safely automating AI agents across your infrastructure.

Pattern MCP helps coding agents make better UI decisions. It checks real components from shadcn/ui and 21st.dev against what the product needs. If nothing fits, Pattern finds a real reference from Mob

Progressive Skill Disclosure & Context Compaction Engine for Autonomous AI Coding Agents. Reduces prompt token bloat by 96.7% using JIT discovery, ephemeral schema injection, and semantic receipts.