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A structured multi-agent framework for coordinated AI collaboration

Persistent memory and multi-agent communication — three transports (AgentTalk, Email, FTP), all open, all self-hostable

Local RAG library — ingest files and SQLite, query semantically, pipe results into any AI agent

A hackable, model-agnostic agent harness built on Agno — with Claude Code's prompt wisdom, OpenClaw's UX patterns, and full Python extensibility

AI agent for any LLMs

Distill Python repositories into compact review bundles for LLMs and structured IR for agents.

The web browser for LLMs agents

The web browser for LLMs agents

Agentic student simulation using misconception matching - realistic wrong answers without LLM cheating

Organic episodic memory for AI agents — no RAG, no embeddings, no vector DB

Cat-Agent: Enhancing LLMs with Agent Workflows, RAG, Function Calling, and Code Interpreter.

Smart AI model routing with real-time status awareness. Pre-flight checks, auto-fallback, budget constraints.

Agent Brain RAG - Intelligent document indexing and semantic search server that gives AI agents long-term memory

Agno agent provider for Pragmatiks

State-of-the-art open-core Conversational AI framework for Enterprises that natively leverages generative AI for effortless assistant development.

Extract the essence of your codebase. Auto-generate AGENTS.md, CLAUDE.md, .cursorrules and more.

Multi-agent cooperative games

Shared memory + coordination layer for multi-agent AI systems

QuickJS integration package for Deep Agents

LangChain integration for Strale — 225+ business capabilities as agent tools