SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server
LLM Reasoning Framework for Scientific Research
Implements an 8-stage reasoning pipeline with Neo4j graph storage and MCP protocol exposure, enabling real-time evidence integration from PubMed, Google Scholar, and Exa Search with multi-dimensional confidence scoring. Built on FastAPI with async Neo4j operations and designed for seamless Claude Desktop/VS Code integration through native MCP endpoints. Supports uncertainty quantification and dynamic hypothesis pruning to refine reasoning chains into evidence-backed scientific conclusions.
Stars
27
Forks
8
Language
Python
License
MIT
Category
Last pushed
Feb 27, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mcp/SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
spences10/mcp-sequentialthinking-tools
🧠An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides...
spranab/brainstorm-mcp
MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek,...
linxule/lotus-wisdom-mcp
MCP server for structured problem-solving using the Lotus Sutra's wisdom framework. Beautiful...
harmonicabot/harmonica-mcp
MCP server for Harmonica deliberation sessions — create, query, and analyze sessions from any AI agent
haasonsaas/deliberate-reasoning-engine
MCP server that transforms linear AI reasoning into structured, auditable thought graphs