General-Purpose Agent Builders AI Agents

Open-source frameworks and tutorials for building custom AI agents from scratch, emphasizing hands-on implementation and local deployment. Does NOT include specialized domain agents, enterprise platforms, or pre-built agent systems focused on specific tasks.

There are 108 general-purpose agent builders agents tracked. 5 score above 50 (established tier). The highest-rated is arakoodev/EdgeChains at 55/100 with 417 stars. 1 of the top 10 are actively maintained.

Get all 108 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=general-purpose-agent-builders&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Agent	Score	Tier	Stars	Language
1	arakoodev/EdgeChains EdgeChains.js is Full-Stack GenAI library. Front-end, backend, apis, prompt...	55	Established	417	JavaScript
2	xavierpuigf/virtualhome API to run VirtualHome, a Multi-Agent Household Simulator	55	Established	602	Python
3	x-glacier/GenerativeAgentsCN 本项目为Generative Agents项目的重构+深度汉化版本，旨在为中文用户提供一个利于维护的基础版本，以便后续实验或功能拓展。	54	Established	382	Python
4	tmgthb/Autonomous-Agents Autonomous Agents (LLMs) research papers. Updated Daily.	53	Established	1,174	—
5	shadi-fsai/a1facts a1facts - the precision layer for AI agents	52	Established	64	Python
6	vessl-ai/hyperpocket Building AI agent with hyperpocket tool in a flash	49	Emerging	52	Python
7	mrgehlot/iris-agent Iris Agent is a lightweight, flexible framework for building AI agents in...	49	Emerging	5	Python
8	ThunderAgent-org/ThunderAgent A simple, fast and robust program-aware agentic inference system.	45	Emerging	284	Python
9	hyperspaceai/agi The first distributed AGI system. Thousands of autonomous AI agents...	45	Emerging	137	—
10	Repello-AI/Agent-Wiz A CLI tool for threat modeling and visualizing AI agents built using popular...	45	Emerging	367	Python
11	pipedude/evi-run Ready-to-use customizable multi-agent AI system with Telegram integration....	41	Emerging	118	Python
12	bilgeyucel/multimodal-agent-workshop 🖼️ Workshop: Build a multimodal AI agent with Haystack & GPT-4o — featuring...	40	Emerging	14	Jupyter Notebook
13	filchy/tinygent Multi-agent framework for generative AI.	38	Emerging	3	Python
14	Eastworld-AI/eastworld-subnet Next-Generation Gyms for Embodied AI Agents, on Bittensor	35	Emerging	9	Python
15	zen-apps/openai_agents_demo Multi-agent AI demo using OpenAI's Agents Framework. Features collaborative...	33	Emerging	2	Python
16	mehradans92/dZiner Chemist AI Agent for Rational Inverse Design of Materials	31	Emerging	43	Jupyter Notebook
17	laxmimerit/AI-Agent-Projects Agentic AI Agents, LangChain v1, Gemini 3, Tool Calling, Agent Memory,...	31	Emerging	8	Jupyter Notebook
18	living-stream/akka 🍊 Akka（阿卡）- Self-learning, 24/7 Creator AI Agent	29	Experimental	38	Python
19	jlin816/dialop DialOp: Decision-oriented dialogue environments for collaborative language agents	29	Experimental	111	Python
20	AbdullahMalik17/Hacathan_5 Website Link	28	Experimental	5	Python
21	Extensible-AI/DAGent Build AI Agents with Your Existing Python Code!	28	Experimental	72	Python
22	sdhmh/smart_assessments_solver An AI Agent bulit using dynamic scraping technologies (Selenium) in Python...	27	Experimental	7	Python
23	Wencho8/ReAct-AI-Agent-from-Scratch-using-DeepSeek ReAct AI Agent from Scratch using DeepSeek: Handling Memory & Tools without...	26	Experimental	35	Python
24	Hackathon-Team-2026/reply-ai-challenge-hackathon-2026 Sistema multi-agente baseado em LangGraph para detecção de fraudes...	25	Experimental	3	Python
25	GarauGarau/ai-glossary Minimal AI terminology glossary (English + Italian) built for fast lookup:...	25	Experimental	2	Python
26	sattyamjjain/pyAGI Autonomous AI agent framework for Python using OpenAI & LangChain —...	25	Experimental	3	Python
27	opengeos/qgis-whitebox-agent AI agents for WhiteboxTools	25	Experimental	4	Python
28	mateffy/struktur All-in-one tool for structured data extraction using LLMs. Feed it...	24	Experimental	2	HTML
29	Yuan-ManX/ai-multimodal-timeline Here we will track the latest AI Multimodal Models, including Multimodal...	24	Experimental	37	—
30	Envedity/DAIA Digital Artificial Intelligence Agent	24	Experimental	3	Python
31	znlgis/GeoPipeAgent GeoPipeAgent 是一个AI 优先的 GIS 数据分析流水线框架。AI 通过 Skill 文件理解框架能力，生成 YAML...	23	Experimental	1	Python
32	ymyke/aiaiai Under the hood of the AI systems we use every day.	23	Experimental	1	Python
33	Xplo8E/piai Python port of pi-ai with moreeeeee crazy ideas (personal)	23	Experimental	1	Python
34	ouwibo/ouwibo-agent Ouwibo Agent	23	Experimental	1	Python
35	louislili/GodlikeAI GodlikeAI——让机器像神一样思考	23	Experimental	55	—
36	antondanv/MushAI MushAI — это мультиагентная система (WebSurfer, Coder, FileSurfer и др.),...	23	Experimental	1	Python
37	craigmbrown/ai-agent-portfolio Production-grade multi-agent systems achieving 98%+ job success rates with...	23	Experimental	1	—
38	Stanlyjin54/UnveilChem_AiFiller UnveilChem AI Chemical Software Automation Platform	23	Experimental	1	Python
39	190111-ai/AI-LIMIT 🌍 Explore the apocalyptic world of AI-LIMIT, navigating the last city of...	22	Experimental	—	C#
40	omar-A-hassan/Simple-protein-agent Design proteins simply with your natural language description	22	Experimental	3	Jupyter Notebook
41	younesyhp5/ai-pest-control 🚫 Disable unwanted AI features across various services with easy-to-follow...	22	Experimental	—	—
42	alextra-lab/personal_agent Research project: Personal local AI collaborator exploring cognitive...	22	Experimental	—	Python
43	ankitkumarbarik/GenAI GenAI 🧠 - 𝘸𝘰𝘳𝘬 𝘪𝘯 𝘱𝘳𝘰𝘨𝘳𝘦𝘴𝘴...	22	Experimental	17	JavaScript
44	juaquicar/GeoAgents Open-source framework for geospatial AI agents with planning, multi-tool...	22	Experimental	—	Python
45	alankarmisra/pocket-agent Build a fully functional local coding agent from scratch. 15 chapters · one...	22	Experimental	—	Jupyter Notebook
46	radkisson/MAGI MAGI is a self-hosted AI agent stack that combines Open WebUI, LiteLLM,...	21	Experimental	2	Python
47	OpenSift/OpenSift OpenSift PoC Project	20	Experimental	1	Python
48	WebDevCaptain/agno-ai-agents Exploring Agno framework for building AI agents.	20	Experimental	25	Python
49	SNiTEBoBy/repo README.md	20	Experimental	1	—
50	youfailmiss-gmail-com/introduction-to-github Focus to good work not to steal the proj. of anyone	20	Experimental	1	—
51	wearetechnative/technative-agent-factbook TechNative factbook for AI agents to understand who and what we are.	20	Experimental	1	—
52	dev-rashedin/genius-genai A hands-on playground to learn and experiment with LangChain, LangGraph,...	20	Experimental	15	Jupyter Notebook
53	ihatesea69/aws-instructor-agent AI Agent for automating AWS workshop tutorial creation using browser-use and...	20	Experimental	1	Python
54	AIYathra/ai365-agentic_tool_calling_dapp A minimal, educational agentic demo showcasing dynamic tool discovery,...	19	Experimental	—	Python
55	chidamnat/buildAgents Build your Agents 101: Learn AI agents from first principles	19	Experimental	—	Python
56	dmitryglhf/scald Agentic approach to AutoML	19	Experimental	5	Python
57	netetireallyhuman/HybridAgentSystem Dieses Projekt umfasst meine ersten Schritte bei der Einrichtung eines...	19	Experimental	—	Python
58	yui277/GH-AI-helper 基于动态多维意图路由并发编排的grasshopper参数化设计AI助手	19	Experimental	—	—
59	eckhardt77/ce365-agent CE365 Agent — KI-gestuetzter IT-Service-Assistent. Multi-Agent System fuer...	19	Experimental	—	Python
60	ByeongkiJeong/PA3 PA3 stands for Python-as-an-Agent	18	Experimental	3	Python
61	right-git/python-ai-agent 🚀 Веб-интерфейс для AI-агента с возможностью выполнения Python-кода,...	18	Experimental	6	Python
62	Maximooch/penguin 🐧 is currently a work in progress... Stay tuned!	17	Experimental	4	Python
63	vbabashov/ask_and_answer Ask & Answer Customer Chatbot with Multiple Agents	17	Experimental	1	Python
64	017pixel/CHAPPiE CHAPPiE ist mein Versuch, eine Simulation eines denkenden Lebewesen zu erschaffen	17	Experimental	4	Python
65	zhouning/gisdataagent AI-powered geospatial analysis platform built on Google ADK. 21 agentic...	17	Experimental	3	Python
66	ranajitdharpersonal/-YES-Ai-Studio-Agentic-Multimodal-Creator-Capstone-Edition- YES AI Studio — Agentic Multimodal Creator (Capstone Edition). A fully...	16	Experimental	1	Jupyter Notebook
67	ariannamethod/monarbre monarbre reaper AI extension	16	Experimental	1	Python
68	srneha24/Facts-CLI Modern Python facts app showcasing Typer CLI, Textual TUI, SQLAlchemy ORM,...	15	Experimental	—	Python
69	danielrosehill/Agent-Network-Expander-Template Modelling how AI assistants can ideate the expansion of agent/assistant...	15	Experimental	—	Python
70	trailtony/AI_agent A minimal, production-ready template for building conversational AI agents...	15	Experimental	—	Python
71	Jayluci4/micro-agent ReAct agents in ~100 lines - understand how AI agents work by building from scratch	15	Experimental	—	Python
72	ria-19/ai_agent A production-grade AI agent system implementing the ReAct (Reasoning +...	15	Experimental	—	Python
73	darthblanc/agentic-file-explorer A locally-running AI agent that reads, writes, and searches a file system...	15	Experimental	1	Python
74	LordN909/discuss- Let AIs discuss a hot topic	15	Experimental	—	Python
75	pefanis27/Models-Manager-Pro Models Manager Pro v4.0 manages YOLO and CNN (MobileNet/ResNet) models....	15	Experimental	1	Python
76	trietww/AGI_HER_MER 🤖 Recognize emotions across multiple modalities with AGI_HER_MER, enhancing...	14	Experimental	—	Python
77	SaraMohamed-121/Agent_project S28 Agent	14	Experimental	—	Python
78	slnelor/dekomposit dekomposit - Use 1 Agent instead of 10 translators and 10 apps	14	Experimental	—	Python
79	lukebrady/ai-engineering AI Engineering in the open	14	Experimental	—	Python
80	odei-ai/research ODEI research papers — L5 Symbiotic AI taxonomy, constitutional world...	14	Experimental	—	—
81	Kacper-ctrl-wq/AI-Tracker 🚀 Explore how to optimize large language models through context engineering...	14	Experimental	—	—
82	aryan6673/project-ai Project AI is a platform designed to streamline the creation of AI agents...	14	Experimental	3	Python
83	fellyph/ai-instructions AI instructions repository	14	Experimental	4	—
84	danvaneijck/my_agent AI Agent system orchestrator	14	Experimental	—	Python
85	laoxs2002/genai-agentes Build generative AI agents using Python, LangChain, and FastAPI to create...	14	Experimental	—	Jupyter Notebook
86	whisdev/virtual-ai-agent Virtuelle Agentur — Multi-Agent AI for DACH	14	Experimental	—	Python
87	FoxDaxian/simple-ai-agent A simple ai agent build with embedding, rag, memory etc. you can get...	14	Experimental	4	Python
88	melo-maniac-29/Ai-Agent-IBM-watson-tools-langcahin This repository provides an AI agent framework that integrates IBM Watson...	13	Experimental	2	TypeScript
89	abuzar01440/AI-agents- I am Zar's AI agent, continuously learning, adapting, and optimizing data...	13	Experimental	2	Jupyter Notebook
90	vincensiuselang/AgentML AI Agent Machine Learning is a project that automates machine learning...	13	Experimental	2	Python
91	yashksaini-coder/Agno-AI-agent Building a Multi agent using Agno framework with Groq models for web search...	12	Experimental	10	Python
92	almightyworlds0-cpu/hgai HGAI: A sovereign AI agent by Hari Global AI, powered by GPT-4o with a...	12	Experimental	1	—
93	eooo-io/semblance-ai A research and experimentation project focused of creating a 'semblance' of oneself.	12	Experimental	1	Python
94	rishav1794/AI-Mini-Agent Structured MIni AI Agent with Tools, Memory, and RAG, created using FastAPI and React	11	Experimental	—	Python
95	signalwire-demos/blackjack AI blackjack dealer – play 21 via WebRTC video	11	Experimental	—	Python
96	hmoskios/WalkXR-AI-Simulation Multi-agent platform for simulating WalkXR gaming experiences using...	11	Experimental	—	Python
97	mjpandian/toolsuse Agentic search experience using local Ollama models and DuckDuckGo	11	Experimental	—	Python
98	Matrix7043/PGAI Post Generating AI	11	Experimental	—	Python
99	firehawk777/sentientaiproject Sentient AI Project tools and associated files	11	Experimental	—	Python
100	ganeshmande01/AI-Agent-Assessment AI Agent developed using Python for automating tasks and generating...	11	Experimental	—	Python
101	AdmireKhulumo/ai-gann-agents A Generative Adversarial Neural Network (GANN) setup with three AI models...	11	Experimental	—	TypeScript
102	LBTshimakoda/AgenticAI.Ollama Agentic AI system with specialized localization quality analysis tools	11	Experimental	—	C#
103	li-xiu-qi/easy-agents Easy Agents: AI 智能体开发极简实战	11	Experimental	—	—
104	Stubblef/plumagent 🌸 PlumAgent: Agents Bloom Together	11	Experimental	—	—
105	skoibuchi/ai-agent-team-management AI Agent Team	11	Experimental	—	Python
106	LiteObject/thoughtful-ai-agent A lightweight Python “thoughtful AI agent” project featuring a simple agent...	11	Experimental	—	Python
107	danielgavrila2/Video-Emotion-Model Video Emotion Recognition Project is an end-to-end AI system that detects...	11	Experimental	—	Python
108	Tomilola-ng/ai-agent-setup AI Agent for automating digital tasks.	10	Experimental	1	Python