vibe-check-mcp-server and VibeShift
About vibe-check-mcp-server
PV-Bhat/vibe-check-mcp-server
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks
Implements the Model Context Protocol (MCP) as a meta-mentor layer that invokes a secondary LLM to provide metacognitive feedback and Chain-Pattern Interrupt (CPI) signals, detecting reasoning lock-in through trait analysis and uncertainty scoring before agents commit to irreversible actions. Operates via STDIO and HTTP transports with research-backed efficacy (27% success improvement, 41% reduction in harmful actions), integrating seamlessly with MCP-aware clients like Claude Desktop, Cursor, and Windsurf for real-time agent oversight.
About VibeShift
GroundNG/VibeShift
[MCP Server] The Security Agent for AI assisted coding
Combines static analysis (Semgrep), dynamic testing (Playwright-based test recording/execution), and AI-driven remediation through MCP protocol integration with coding assistants like Cursor and Copilot. Features automated vulnerability detection, self-healing UI tests with visual regression capabilities, and a feedback loop that enables AI assistants to suggest or apply security fixes directly during development.
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