{"repo":"SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server","free":true,"listed":false,"github":"https://github.com/SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server","clone":"git clone https://github.com/SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server.git","description":"LLM Reasoning Framework for Scientific Research","language":"Python","stars":31,"topics":["graph-algorithms","graph-of-thoughts","mcp","mcp-server","neo4j-graph"],"license":"MIT","category":"mcp-servers","readme_excerpt":"🧠 Adaptive Graph of Thoughts 🚀 Next-Generation AI Reasoning Framework for Scientific Research Leveraging graph structures to transform how AI systems approach scientific reasoning --- 🔍 Overview Adaptive Graph of Thoughts (AGoT) is a high-performance MCP server that implements the Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) framework. It uses a Neo4j graph database as a dynamic knowledge store and exposes reasoning capabilities through the Model Context Protocol (MCP) , enabling seamless integration with AI assistants like Claude Desktop. Key Highlights Feature Description --------- ------------- 🧠 Graph-Based Reasoning Multi-stage pipeline with 8 specialized reasoning stages 📊 Dynamic Confidence Scoring Multi-dimensional evaluation with uncertainty quantification 🔬 Evidence Integration Real-time connection to PubMed, Google Scholar & Exa Search ⚡ High Performance Async FastAPI with Neo4j graph operations 🔌 MCP Protocol Native Claude Desktop & VS Code integration 🐳 Cloud-Ready Full Docker + Kubernetes (Helm) support --- 🏗️ System Architecture --- 🔄 ASR-GoT Reasoning Pipeline The 8-stage reasoning pipeline transforms a raw question into a comprehensive, evidence-backed answer stored in the knowledge graph: --- 🕸️ Knowledge Graph Connectome The Neo4j knowledge graph captures the reasoning structure as a rich connectome — nodes represent concepts, hypotheses, and evidence, while edges represent semantic and logical relationships: --- 🔁 Request Flow --- ","default_branch":null,"files":null,"tree":[],"storefront":"/r/SaptaDey","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}