cyqlelabs/mcp-dual-cycle-reasoner
A MCP server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. A loop prevention and experience recall mechanism.
Implements a two-component architecture—Sentinel for real-time anomaly detection (entropy-based, pattern-based, and statistical methods) and Adjudicator for semantic case-based reasoning—enabling agents to both recognize when stuck and retrieve solutions from past experiences. Built on FastMCP with TypeScript, it integrates HuggingFace Transformers for NLI semantic analysis, `natural` and `compromise` for NLP, and `simple-statistics` for statistical calculations, supporting both SSE and stdio transports for MCP-compatible agents like Claude Desktop.
No commits in the last 6 months. Available on npm.
Stars
10
Forks
4
Language
TypeScript
License
MIT
Category
Last pushed
Sep 18, 2025
Commits (30d)
0
Dependencies
10
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