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This repository contains comprehensive documentation for implementing and optimizing the A-MEM (Associative Memory) system utilizing both vector and graph storage for dynamic memory organization.

Agent Policy Engine is an AI agent enforcement runtime (PEP) that prevents untrusted data from becoming executable authority in AI agents

Deep learning models implemented as web services for integration in Rhino Grasshopper

AGent Based Access Control (AGBAC) is is an open, vendor-neutral security specification that defines how AI agents securely perform actions on behalf of humans using existing IAM technologies

📝 Streamlit App : Weekly News Letter Crew AI Agents 🖋️

A general-purpose program orchestrator.

[ACL 2025] SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement

List of AI tools that can interact with user interfaces

A composite ai framework for agentic AI

A simple AgenticAI RAG agent showcasing autonomous reasoning and decision-making by integrating thought, logic, and action in real-time tasks.

AI-powered assistant for AWS provided Shop Floor Connectivity (SFC) configuration management and testing. Using python Strands Agents SDK and FastMCP. All code in that example was created using Cline and Kiro app.

KubeAgentiX Community Edition

a groundbreaking multi-layered cognitive architecture for artificial intelligence (AI) that integrates several advanced concepts to create a unified framework for self-optimizing intelligence.

A completely front-end driven AI agent project, requiring no server resources.

Give AI agents access to money 💰1,100+ MCP tools — swap, bridge, stake, lend, trade, and deploy across 20+ blockchains. The open MCP gateway where AI meets DeFi. Trade crypto, swap across DEXs, bridge chains, stake tokens, lend, track whales, read market news, analyze smart contracts, pay other agents autonomously via x402.

Amy is an intelligent Julia agent for scientific computing with natural language queries and multi-domain mathematical reasoning.

A configurable agentic CLI running in terminal with tools, skills, file system access, web search, permission management, customized constitution. Use with both online API and local hosted instruction models.

Agentrix is a multi-agent catalog designed for real and hard enterprise problems. With Agentrix, you can lift and shift complex workflows for problems in manufacturing, sales, supply chain or optimization workflows and integrate with software products like Maximo, Decision Optimization, HashiCorp Vault without technical expertise.

Agentic AI Design Patterns

agentic-obs: A Model Context Protocol (MCP) server that provides AI assistants with programmatic control over OBS Studio via the OBS WebSocket API. This server enables AI agents to manage scenes, sources, recording, streaming, and other OBS functionality through standardized MCP tools.