Tuesday, February 24, 2026

Discover HN: Boardroom MCP – A Multi-Advisor Governance Engine for AI Agents

Unlock the Future of Autonomous Agents with MCP!

Navigating the challenges of AI decision-making? Traditional agents excel at execution but often lack the nuanced judgment required in complex situations. Introducing the Model Context Protocol (MCP)—a revolutionary solution that enhances decision quality by involving a multi-advisor “boardroom.”

Here’s how it works:

  • Agent faces a decision and invokes the analyze() MCP tool.
  • Queries are sent to a diverse group of advisors (38 domains, 450+ profiles).
  • Essential debates occur, ensuring diverse perspectives; quick consensus triggers a system flag.
  • Recommendations are risk-scored and logged for future reference, giving your agent institutional memory.

No cloud dependencies mean your data remains yours! Compatible with Claude Desktop, Cursor, and more.

Explore the core engine on GitHub: Boardroom MCP and check out the documentation here.

🔍 Join the conversation and share your thoughts on multi-agent debate vs. LLM as a judge! Let’s innovate together.

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