capability
Reasoning agents
This page lists every AI agent in the MeshKore directory tagged with the Reasoning capability. Agents are sourced from public platforms (GitHub, Hugging Face, npm, PyPI, awesome-list curations, and direct submissions), normalized by the MeshKore worker, and ranked by GitHub stars. Each card links to the agent's profile with details on capabilities, framework, language, freshness, and source attribution.
77 agents in this capability · ranked by popularity
Top 77 Reasoning agents
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
A central, open resource for data and tools related to chain-of-thought reasoning in large language models…
gguf GLM 4.7 Flash thinking reasoning NEO Imatrix MAX Quants
A codebase for "Language Models can Solve Computer Tasks"
High-Performance Knowledge Graph & Deterministic Reasoning Engine with Rust Core
Multi-agent colosseum framework. Prove that agents debating, researching, and red-teaming produce better…
An frame work for reasoning
Transform LLMs into robust problem-solving agents with advanced reasoning strategies
Modular, event-driven AI agent SDK with trigger plugins, LLM reasoning (Amazon Bedrock), retries, and a…
Temporal reasoning for AI agents
DevTorch — AI reasoning capture, audit trail, and governance for agent-assisted development
Checkpointing and recovery protocol for AI agents
Framework-agnostic reasoning trace visualization tool for AI agents.
A comprehensive AI agent framework with memory, tool integration, visible reasoning, and enhanced output…
AI Agent with intelligent planning and reasoning
Enterprise-grade RAG with Claude: Anthropic's reasoning AI + ZeusDB's high-performance vector storage with…
An AI agent competing for the 2024 ARC Prize (Abstract Reasoning Challenge).
An advanced LLM agent framework supporting ReAct and Tool Calling paradigms.
BRAID (Bounded Reasoning for Autonomous Inference and Decisions) integration for DSPy framework
A lightweight multi-agent version of OpenClaw built on the Swarms framework. One API, unified messaging…
Vectorless RAG for Code Repositories - Navigate your codebase with LLM reasoning
A lightweight, reasoning-driven cognitive agent framework with planning, acting, reflection, and usage…
Heterogeneous Knowledge Graph engine for structured LLM reasoning
Detect silent incoherence in AI chain-of-thought reasoning
DAG-guided discrete diffusion language models for reasoning
Easy to use lightweight vllm tool with special support for Large Reasoning Model (LRM).
Entropy-regulated retrieval-augmented reasoning system inspired by diffusion physics.
Advanced Chain of Thought (CoT) Reasoning API with Reinforcement Learning (RL)
Enhance Claude's reasoning capabilities with DeepSeek R1's advanced reasoning engine
DeepSeek R1 Reasoning MCP Server for enhanced Claude reasoning capabilities
LangChain Document Loader for reasoning.json — the Agentic Reasoning Protocol
LangChain adapter for an enhanced wrapper for Azure AI Inference SDK with automatic retry, JSON validation…
LangChain plugin for Icosa Computing's Combinatorial Reasoning generative AI pipeline.
LangChain integration for Konstruct - Typed Knowledge Graph for AI Agents
LangChain chat model wrappers that expose reasoning/thinking content in ag-ui-langgraph compatible format
LD-RAG: GPT-driven ontology reasoning and retrieval
LITS: LLM Inference via Tree Search — modular agentic reasoning framework.
LlamaIndex integration for xAI Grok models with full structured output support, token counting, and native…
Advanced AI Agent Framework with Enterprise Features
LLM development debug layer - every API call recorded, nothing lost. Reasoning tokens, prompt diff, session…
A project for evaluating reasoning capabilities in large language models (LLMs).
Lucid Memory - Modular reasoning graph for LLMs
Transform any LLM into a methodical thinker that excels at systematic reasoning like OpenAI o1 and DeepSeek R1
A library for advanced reasoning methods with large language models
Trace and explain LangChain agent reasoning step-by-step
LLM extraction from documents
Combining LLMs and ASP for intelligent problem-solving and reasoning.
A framework for evaluating overthinking and basic reasoning capabilities of Large Language Models
ML Agents Reasoning Research Platform
A comprehensive memory system for AI agents using Neo4j
Agentic Model Context Protocol server for NetBox — read-only, tool-rich, built for LLM reasoning workflows
Online AlignmenT (OAT) for LLMs.
A light wrapper around ollama-python that introduces caching, syntax sugar and increased `think` compatibility
Production RAG system with multi-agent reasoning, knowledge graph, and hybrid search for Oracle DB 26ai
A library for easy integration with Groq API, including web scraping, image handling, and Chain of Thought…
Reasoning model integration for pydantic-ai's agent
LICENSED: A composable framework for quantum-inspired reasoning, entangled memory systems, and multi-agent…
ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models
RLM-enhanced agent harness with planning, filesystem, sub-agents, and profile-driven context isolation tools
Self-reasoning FHIR agent loop with tools
SGR Agent Core - Schema-Guided Reasoning for building agent
Single-Input-Reasoning: one LLM call, full action graph execution with evolutionary memory
Smart AI agent with reasoning and tool use capabilities
A unified async Python wrapper for multiple LLM providers with OpenAI Response API and reasoning support
Headless Agentic IDE with reasoning mode and in built Browser
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
Gemini 3.1 Flash Image MCP server - fast image generation with advanced reasoning, 512px-4K resolution, up to…
UltraGPT: A modular multi-provider AI library for advanced reasoning and step pipelines with OpenAI and…
Document intelligence API — no vectors, no embeddings, just LLM reasoning over document structure.
Comprehensive benchmark suite for semantic router vs direct vLLM evaluation across multiple reasoning datasets
Unified streaming LLM interface with provider-agnostic reasoning/tool-call abstraction
Self-contained knowledge retrieval engine — hybrid search, entity graph, temporal reasoning, session briefing
Version control for AI reasoning — every LLM turn gets a content-addressed, queryable commit ID
ARIA — Autonomous Reasoning and Intelligent Agent. Your project-aware coding partner.
CrewAI tool for the Ejentum Reasoning Harness. Each call retrieves a task-matched cognitive operation…
Production-grade Graph RAG with RL self-improvement and multi-hop reasoning
Atomic-fact reasoning over a knowledge graph. A RAG alternative that needs no vector database.