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Description

BlueMouse is an MCP server that implements the MMLA-MRM architecture. It acts as a "logic gate" to prevent AI hallucinations by forcing AI models to undergo a Socratic interview before generating code.

Key Features

  • 180k+ Data Trap Knowledge Base: Leverages historical failure patterns to identify architectural risks.
  • 4-Layer Parasitic Integration: Supports local rules, Ollama, and Cloud AI (BYOK).
  • 100% Local-First: Designed for high-security, air-gapped enterprise environments.

Why this is valuable

BlueMouse helps developers move beyond "Vibe Coding" by enforcing logical soundness. It’s particularly valuable for sectors requiring high reliability and absolute privacy, such as semiconductor manufacturing and financial systems.

Implementing 4-layer parasitic AI integration and data-driven Socratic logic gate. Includes knowledge base with 180k+ failure patterns for architectural validation.
@cliffhall
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Hi @peijun1700! Thanks for this, but we're not accepting unsolicited PRs for new reference servers at this time. Reference servers are created by the maintainers for the purpose of demonstrating and testing MCP specification features. Ongoing maintenance of the reference servers is an burden that we have to consider. Keeping them up to date with the SDK they are implemented in, responding to security issues, etc.

@cliffhall cliffhall closed this Jan 13, 2026
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2 participants