Multi-agent Orchestration Transformer Models

Frameworks and platforms for building, coordinating, and managing multiple AI agents working together with tool integration, task delegation, and inter-agent communication. Does NOT include single-agent chatbots, prompt engineering frameworks, or agent evaluation benchmarks.

There are 66 multi-agent orchestration models tracked. 1 score above 50 (established tier). The highest-rated is InternLM/lagent at 69/100 with 2,230 stars and 2,438 monthly downloads.

Get all 66 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=multi-agent-orchestration&limit=20"

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#	Model	Score	Tier	Stars	Language
1	InternLM/lagent A lightweight framework for building LLM-based agents	69	Established	2,230	Python
2	Mann1988/awesome-claude-skills 📊 Explore high-quality Claude skills focused on business analysis and...	44	Emerging	20	Python
3	microsoft/rat-sql A relation-aware semantic parsing model from English to SQL	43	Emerging	446	Python
4	kevinMEH/keyscan Keyscan: AI-powered API key scanner for GitHub Gists.	37	Emerging	37	Python
5	vs4vijay/AI-Playground All-in-One AI Playground for LLM, Chat, RAG, Agents, etc.	37	Emerging	5	Python
6	touhi99/askagent Simple mac/unix terminal assistant with LLM agents capable of various tasks	35	Emerging	2	Python
7	Sakeeb91/text2sql-agent Self-correcting AI agent for natural language to SQL using HuggingFace...	34	Emerging	3	Python
8	Phildram1/myantfarm-ai Multi-Agent LLM Orchestration for High-Quality Incident Response - 100%...	31	Emerging	8	TeX
9	ASSERT-KTH/agentic-evals-lab Framework for training and evaluating LLMs with reinforcement learning in...	29	Experimental	4	Python
10	jose-blockchain/cerebras-coding-agent A Cerebras AI LLM coding agent for the command line	26	Experimental	4	Python
11	prakash-aryan/debatebrawl-app A sophisticated AI-powered debate platform that integrates Large Language...	25	Experimental	3	Python
12	Pranav-here/agentic-ai-chatbot This project is a modular AI chatbot framework that allows dynamic...	25	Experimental	2	Python
13	mihirchhiber/LLM-ABM-StockSim LLM-DRIVEN AGENT STOCK MARKET SIMULATION: Built an agent-based simulation...	25	Experimental	2	Jupyter Notebook
14	LMOS-IO/ALMoAPI ALMoAPI, Agentic Language Model API, is a fork of tabbyAPI, designed to...	24	Experimental	4	Python
15	techthoughts2/pwshBedrock pwshBedrock is a PowerShell module designed to simplify interaction with...	24	Experimental	7	PowerShell
16	gsilvamartin/Backforge Experimental Intelligent AI Backend Agent	24	Experimental	3	C#
17	cloudmafia/AI-Powered-DevOps AI-Powered DevOps	24	Experimental	1	Python
18	FabioSmuu/TempFS Tenha um playground em ambiente controlado para suas agentes.	24	Experimental	1	JavaScript
19	LightDopper/skill-codex 🚀 Enable automated code analysis and editing with Claude Code using Codex...	24	Experimental	2	—
20	Subconscious-ai/sublime 🧠Behavior Change as a Service🌞	23	Experimental	5	—
21	Johandaonis1/OMG-Agent 🤖 Automate Android operations with OMG-Agent, an open-source Mobile GUI...	23	Experimental	1	Python
22	Kuldeepmorya/LLM-TradeBot 🤖 Optimize your futures trading with LLM-TradeBot, an intelligent...	23	Experimental	1	HTML
23	kanad13/MultiAI-Query MultiAI-Query: Work with multiple AI models with unified API calls.	22	Experimental	1	Jupyter Notebook
24	Azzdncc/sidekick 🤖 Enhance your productivity with Sidekick, a personal AI agent that...	22	Experimental	—	Python
25	mac999/geo-llm-agent-dashboard Geo Map AI Agent Dashboard Web App for example	22	Experimental	7	JavaScript
26	armnPemula/Neo 🔗 Streamline red team operations with Neo, a modular post-exploitation...	22	Experimental	—	Python
27	anshRS/xautoflow xAgent is a mobile-first, multi-agent AI system powered by LLMs, featuring...	21	Experimental	6	Dart
28	lechmazur/bazaar The BAZAAR challenges LLMs to navigate the double-auction marketplace, where...	21	Experimental	35	—
29	robjsliwa/llama-agent Fun project to run your own LLM chat bot using llama.cpp	20	Experimental	11	Jupyter Notebook
30	hasancoded/gaia-agent AI Agent achieving 100% accuracy on GAIA benchmark. Features multi-model LLM...	20	Experimental	1	Python
31	brej-29/analytics-copilot-text2sql Analytics Copilot (Text-to-SQL) is an end-to-end LLM engineering project...	20	Experimental	1	Jupyter Notebook
32	ponderous-dustiness314/awesome-claude-skills 📚 Discover essential Claude skills for tasks like document editing, data...	18	Experimental	5	—
33	OMI-KALIX/Multi-Agent-AI-Workflow-for-Content-Creation A fully automated multi-agent AI system that creates LinkedIn content end to...	18	Experimental	3	—
34	horenbergerb/llamagotchi A bunch of LLaMa model investigations, including recreating generative...	18	Experimental	23	Jupyter Notebook
35	theonesud/embedia Create LLM-powered webapps with ease	18	Experimental	3	Python
36	ToddWatkinsDev/ai-agent-dev An experimental GitHub repository where ONLY AI agents write code. Exploring...	17	Experimental	2	Python
37	ddihora1604/Agenix Developed an AI marketplace that integrates various agents, including...	17	Experimental	2	TypeScript
38	jztan/strands-agents-learning Hands-on tutorials for building AI agents with the Strands Framework - from...	17	Experimental	2	Jupyter Notebook
39	harshagrawal523/GenerativeAgents Generative agents — computational software agents that simulate believable...	15	Experimental	6	Python
40	Danny50143/google_ai_examples 🤖 Explore personal tests on the GOOGLE GEMINI API to enhance your...	15	Experimental	1	Python
41	alexey-tyurin/a2a-double-validation Multi-agent system for query processing with safety verification and...	15	Experimental	5	Python
42	dhia7an/agent-sdk 🤖 Build transparent, message-first agents with efficient tool calls,...	15	Experimental	1	TypeScript
43	Metric265/proxya 🌐 Simplify HTTP proxy handling in Node.js with flexible agent...	15	Experimental	1	TypeScript
44	eegy90/awesome-claude-code-resources 🔥 Discover essential Claude Code resources for better development practices...	15	Experimental	1	SCSS
45	tien02/low-budget-generalist-ai Cost-effective AI Microservice System	15	Experimental	2	Python
46	e-lab/SyntaxShaper Powering Agent Chains by Constraining LLM Outputs	14	Experimental	9	Python
47	dyannadle/Intelligent-SQL-Query-Agent An AI-powered SQL Agent built with LangGraph and FastAPI. It translates...	14	Experimental	—	Python
48	YahiaGrdh/vibe-agents Coordinate AI agents to break down tasks, plan workflows, and delegate...	14	Experimental	—	—
49	duongnguyen-dev/open-agents The Ultimate Multi-Agents Framework	13	Experimental	—	JavaScript
50	nishant0820/AI-Agent-Chatbot AI Agent Chatbot	13	Experimental	2	Python
51	anespo/weather_distance_app Weather Distance App Get current weather information for cities worldwide...	12	Experimental	1	Python
52	dejwi/iBuild iBuild is a desktop app that uses local AI models to generate Minecraft...	12	Experimental	4	C
53	svjack/CodeActAgent-Gradio UnOfficial Gradio Repo for ICML 2024 paper "Executable Code Actions Elicit...	12	Experimental	16	Jupyter Notebook
54	patrickcurl/sanechain Filling in the missing gaps with langchain, and creating OO wrappers to...	12	Experimental	4	TypeScript
55	DevGreem/EXSQL EXSQL is a transpiler that seeks to improve database programming with SQL,...	12	Experimental	1	Python
56	andersbekkevard/aoc-agent-harness Coding agent implemented from scratch in python	11	Experimental	—	Python
57	mazsola2k/aiconf Generative AI Configuration Management Samples that can run on-prem with Cuda GPU	11	Experimental	—	Python
58	rhelmer/umami-mcp-llm-report Automatic report generator for Umami using MCP server and LLMs	11	Experimental	—	Python
59	popoory67/multiagent-codeforge A multi-agent asynchronous pipeline for generating, linting, and refining...	11	Experimental	—	Python
60	MatteoRigoni/evalforge Built for real-world AI development: measurable quality, visible costs,...	11	Experimental	—	—
61	mdxabu/nl2sql Leveraging Open-Source AI Models for Natural Language to SQL Query...	11	Experimental	2	Python
62	ravikiranediga/llm-writer-critic-system An agentic joke generation application powered by Groq's LLaMA model,...	11	Experimental	—	Python
63	electro199/simple-agents LLM function calling library	10	Experimental	1	Python
64	BrenoFariasdaSilva/Multi-AI-API-Response-Collector This tool, developed in Python, interacts with various AI APIs, including...	10	Experimental	1	Python
65	libraryofcelsus/AetherNode A Self-Hosted API for running Open-Source LLMs. Made for use with my...	10	Experimental	1	Python
66	SertraFurr/GithubAIPy Small python wrapper of Github Models API	10	Experimental	1	Python