Vibe Check MCP Server
Vibe Check is an MCP server that acts as a meta-mentor for AI agents, using Chain-Pattern Interrupts (CPI) to challenge assumptions, prevent tunnel vision and over-engineering, and enforce session-specific rules — research shows CPI roughly doubles agent task success rates in evaluation runs.
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UI-TARS Desktop
UI-TARS Desktop is an open-source multimodal AI agent stack that enables natural language control of GUIs (desktop, browser, terminal) via vision-language models. It includes Agent TARS (a CLI/web agent) and UI-TARS Desktop (a native GUI automation app), both built on MCP as their kernel.
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