deliberate-reasoning-engine
If you are the rightful owner of deliberate-reasoning-engine and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
The Deliberate Reasoning Engine (DRE) is a Model Context Protocol (MCP) server that transforms linear AI reasoning into structured, auditable thought graphs.
The Deliberate Reasoning Engine (DRE) is designed to enhance the reasoning capabilities of Language Models by externalizing their thought processes into a structured format. It achieves this by modeling reasoning as a directed acyclic graph (DAG) where each node represents a thought with a specific semantic type, such as objectives, hypotheses, or evidence. This structure allows for clear visualization of dependencies and relationships between different thoughts, enabling more transparent and auditable reasoning. DRE is particularly useful in scenarios requiring complex decision-making, research planning, and problem-solving, as it helps break down large problems into manageable sub-problems. Additionally, it supports assumption tracking and validation, ensuring that any changes in assumptions automatically cascade through dependent thoughts, maintaining consistency in the reasoning process. The engine is built on the Model Context Protocol, ensuring compatibility with other MCP-compliant tools and systems.
Features
- Semantic Thought Types: Categorize thoughts into specific types like Objectives, Hypotheses, and Evidence.
- Graph-Based Dependencies: Build a directed acyclic graph of thoughts with explicit relationships.
- Assumption Tracking: Monitor and invalidate assumptions with automatic cascade to dependent thoughts.
- Graph Validation: Detect cycles, contradictions, and orphaned thoughts.
- Focused Reasoning: Keep LLMs on track with structured problem decomposition.
Tools
log_thought
Log a structured thought with semantic type and dependencies.
get_thought_graph
Retrieve the current reasoning graph.
invalidate_assumption
Mark an assumption as invalid, cascading to all dependent thoughts.