MCP Dual Cycle Reasoner
UnclaimedA MCP server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. A loop prevention and experience recall mechanism.
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configure_detection
Configure loop detection parameters and domain-specific progress indicators.
detect_loop
Detect if the agent is stuck in a loop using various strategies.
get_monitoring_status
Get the current monitoring status and statistics.
process_trace_update
Main monitoring function—processes cognitive trace updates from the agent.
reset_engine
Reset the dual-cycle engine state.
retrieve_similar_cases
Retrieve similar cases using advanced semantic matching and filtering.
start_monitoring
Initialize metacognitive monitoring of an agent's cognitive process.
stop_monitoring
Stop metacognitive monitoring and get a session summary.
store_experience
Store a case for future case-based reasoning with enhanced metadata and quality scoring.