This project tracks the latest AI Agent projects
A curated collection of commercialized AI agent projects selected from 400+ agent products, providing comprehensive research from both business investment and technical implementation perspectives.
The AI agent ecosystem is rapidly expanding with hundreds of frameworks, products, and research papers emerging daily. However, only a small fraction demonstrate genuine commercial viability and investment potential. This repository cuts through the noise to highlight the projects that matter.
- Commercial Viability: Projects with proven business models and funding
- Technical Excellence: Frameworks with robust multi-agent capabilities, orchestration, and reasoning
- Investment Insights: Funding rounds, market traction, and growth metrics
- Feature Comparison: Detailed technical capabilities across different tracks
- 🔍 Closed-Source Commercial Agents Research: We are currently researching proprietary commercial AI agent platforms and expect to release findings soon
| Icon | Meaning |
|---|---|
| ✅ | Supported |
| ❌ | Not Supported |
| 🟡 | Limited/Partial Support |
| 🚫 | Not Applicable (N/A) |
| ❔ | Unknown |
| Abbreviation | Full Track Name |
|---|---|
| CO | Coding - Software Development |
| PR | Productivity - Productivity Tools |
| GP | General Purpose - General Purpose |
| HR | HR - Human Resources |
| DA | Data Analysis - Data Analysis |
| RE | Research - Research |
| SC | Science - Science |
| DE | Design - Design |
| MA | Marketing - Marketing |
| SA | Sales - Sales |
| BI | Business Intelligence - Business Intelligence |
| FI | Finance - Finance |
| BYO | Build Your Own - Build Your Own Frameworks/Platforms |
| AR | Agents Runtime - Agents Runtime |
| Project | Product Track | GitHub Stars | Monthly Website Traffic | Funding ($M) | Multi-Agent | Task Orchestration | Reasoning Engine | Self-Correction | Memory | RAG Support |
|---|---|---|---|---|---|---|---|---|---|---|
| Adala | DA,BYO | 1.2k+ | 0.3k+ | 25 | ✅ | ✅ | ✅ | ✅ | 🟡 | 🟡 |
| Agent4Rec | RE,SC | 372+ | 🚫 | 🚫 | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 |
| AgentForge | BYO | 671+ | 610+ | 🚫 | ✅ | ✅ | ✅ | 🟡 | ✅ | 🟡 |
| AgentPilot | BYO,PR | 469+ | 🚫 | ❔ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Agents | BYO,RE | 5.6k+ | 🚫 | 🚫 | ✅ | ✅ | ✅ | ✅ | ✅ | 🟡 |
| Aider | CO | 34.5k+ | 668.6K+ | 🚫 | 🟡 | ❌ | ✅ | ✅ | 🟡 | ✅ |
| AgentGPT (Reworkd) | BYO,GP | 25k+ | 144.5k+ | 1.25 | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ |
| Auto-GPT | GP | 176k+ | 116.3K+ | ❔ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ |
| AutoGen | BYO,GP | 46.4k+ | 🚫 | 🚫 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| Bloop | CO | 9.5k+ | 5.6k+ | 🚫 | ❌ | ❌ | ✅ | ✅ | ❌ | ✅ |
| BondAI | CO | 209+ | 1.5k+ | 🚫 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ |
| bumpgen | CO | 127+ | 2.1k+ | 🚫 | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ |
| Cal.ai | PR | 36.7k+ | 2.1M+ | 🚫 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ |
| CAMEL | GP | 13k+ | 2.1M+ | 🚫 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| ChatArena | AR | 1.5K+ | 🚫 | 🚫 | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
| Continue | CO | 27.2k+ | 440.2K+ | 🚫 | ❌ | ✅ | ❌ | ✅ | ✅ | ✅ |
| CrewAI | BYO | 33.3k+ | 550.3K+ | 18 (Round-A) | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ |
| DemoGPT | BYO | 1.8k+ | 🚫 | ❔ | 🟡 | ✅ | ✅ | 🟡 | ❌ | ✅ |
| Eidolon | BYO | 454+ | 169+ | ❔ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ |
| evo.ninja | GP | 1.1k+ | 3.7K+ | 🚫 | ✅ | ✅ | ✅ | 🟡 | ✅ | 🟡 |
| FastAgency | AR | 477+ | 1.9K+ | 🚫 | ✅ | ✅ | 🚫 | ❌ | ✅ | ❌ |
| Flowise | BYO | 40.3k+ | 310.2K+ | 0.5 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ |
| Godmode | GP | 216+ | 78.4K+ | 🚫 | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ |
| GPT Engineer | CO | 54.4k+ | 30.3M+ | 7.5 | 🟡 | 🟡 | ✅ | ✅ | ✅ | 🟡 |
| GPT Migrate | CO | 7k+ | 55+ | 🚫 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ |
| GPT Researcher | RE | 22k+ | 373.7K+ | 5.0 | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ |
| GPTSwarm | BYO, AR | 886+ | 🚫 | 🚫 | ✅ | ✅ | 🚫 | ✅ | ✅ | ✅ |
| LangGraph | BYO | 14.7k+ | 1.9M+ | 35 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| LLM Stack | BYO | 2k+ | 2.3K+ | 111 | ❔ | ✅ | ✅ | ❔ | ✅ | ✅ |
| Maige | CO, HR | 87+ | 524+ | 🚫 | ❌ | ✅ | ❔ | ❌ | 🟡 | ✅ |
| Magick | BYO, DE | 801+ | 1.6K+ | 🚫 | ✅ | ✅ | 🚫 | ❔ | 🟡 | ✅ |
| MemFree | RE, DA, DE | 1.4k+ | 1.4K+ | 🚫 | 🟡 | 🟡 | ✅ | ✅ | ✅ | ✅ |
| Mentat | CO, PR | 2.6k+ | 🚫 | 🚫 | ❌ | 🟡 | ❔ | 🟡 | 🟡 | ✅ |
| Open Interpreter | GP, CO, DA, AR | 59.7k+ | 33.5K+ | 🚫 | 🟡 | ✅ | ✅ | 🟡 | ✅ | ✅ |
| Pezzo | CO, PR | 2.9k+ | 🚫 | 0.02 | ❌ | 🟡 | 🚫 | 🟡 | ✅ | ❌ |
| Private GPT | RE, DA, BYO | 56.1k+ | 1.5K+ | 🚫 | ❌ | ✅ | ✅ | ❌ | 🟡 | ✅ |
| PromethAI (Cognee) | BYO, BI | 170+ | 9.3K+ | 🚫 | ✅ | 🟡 | 🚫 | ❌ | ✅ | ✅ |
| React Agent | CO, DE | 1.6k+ | 932+ | 🚫 | ❌ | 🟡 | ❔ | ❌ | 🟡 | ✅ |
| Self-operating computer | PR | 9.7k+ | 727.6K+ | 5.8 | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ |
| Superagent | BYO | 6k+ | 21.2K+ | 0.5 | ❔ | ❔ | 🟡 | ❔ | ✅ | ✅ |
| SuperAGI | GP | 16.4k+ | 63.3K+ | 10.0 | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ |
| SWE Agent | CO | 16.4k+ | 18.5K+ | 🚫 | ❌ | ✅ | 🟡 | ✅ | 🟡 | ❌ |
| Sweep | CO | 7.6k+ | 11.2K+ | 0.125 | ❌ | ✅ | 🟡 | 🟡 | ✅ | ✅ |
| UFO | PR | 7.4k+ | 🚫 | 🚫 | ✅ | ✅ | 🟡 | ❔ | ❔ | ❌ |
| Vanna.AI | DA | 18.3k+ | 49.3K+ | 🚫 | ❌ | 🚫 | 🟡 | ✅ | ✅ | ✅ |
| Voyager | GP | 6.2k+ | 2.6K+ | 🚫 | ❌ | ✅ | 🟡 | ✅ | ✅ | 🟡 |
| Web3 GPT | FI | 94+ | 364+ | ❔ | ✅ | ✅ | ✅ | ❔ | 🟡 | ✅ |
| Wren | DA | 8.1k+ | 20K+ | 🚫 | ❌ | 🚫 | 🟡 | ✅ | 🟡 | ✅ |
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