Reasoning Engine Python Packages

dialectical-framework

An open-source AI reasoning framework that uses dialectics, semantic graphs, and polarity management to drive LLMs toward objective synthesis and advanced human-AI collaborative decision-making.

pymetta

MeTTa, Hyperon's AGI language, based on PeTTa semantics with significant extensions.

deeprecall

Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.

deep-reasoning-mcp

MCP server for recursive deep reasoning — structured what-if analysis trees for Claude Code

business-rules-reasoning

A Python-based logical reasoning system combining rule-based engines with Large Language Models (LLMs) for business automation. Supports deduction and hypothesis testing, partial fact completion, and automated fact retrieval via documents or chat. Features include explainable reasoning, workflow integration, and customizable knowledge bases.

lsekit-sequentialthinking

Multi-step sequential thinking MCP server powered by large language models — structured reasoning with self-MoA and iterative thinking modes