State of Open-Source AI Agent Tools — September 2026
Computed from live GitHub data for 669 tools tracked by AgentoolRank, last refreshed 2026-09-30. Updated daily.
669
open-source agent tools tracked
16.1M
GitHub stars combined
32%
had no commit in 6+ months
Key findings
- Skills is the fastest-growing tool right now, adding about 26,254 stars per 30 days.
- Agent Frameworks is the fastest-growing category, with about 380,171 new stars per 30 days across 329 tools.
- 32% of tracked tools have had no commit in six months or more, including 68 projects with 5,000+ stars. Stars alone are a poor signal of whether a tool is still maintained.
Fastest-growing tools (stars per 30 days)
| # | Tool | Stars | +30d |
|---|---|---|---|
| 1 | Skills | 179.2k | +26,254 |
| 2 | LangChain | 147.3k | +23,455 |
| 3 | ECC | 270.1k | +22,511 |
| 4 | hermes-agent | 250.3k | +20,859 |
| 5 | DeepSeek Harness | 241.0k | +20,086 |
| 6 | MarkItDown | 187.8k | +15,252 |
| 7 | The Agency | 155.5k | +14,654 |
| 8 | Firecrawl | 187.1k | +14,099 |
| 9 | gstack | 134.6k | +13,248 |
| 10 | Ponytail | 149.0k | +12,418 |
| 11 | CC Switch | 139.1k | +11,593 |
| 12 | OmniRoute | 71.7k | +11,300 |
| 13 | TradingAgents | 109.4k | +10,684 |
| 14 | Claude Code | 148.7k | +10,462 |
| 15 | Graphify | 122.8k | +10,231 |
Most actively developed (commits in the last 90 days)
- hermes-agent — 32,240 commits
- OpenHuman — 21,133 commits
- elizaOS — 19,953 commits
- DeepSeek Harness — 19,798 commits
- omp — 13,784 commits
- LiteLLM — 13,153 commits
- OmO — 9,058 commits
- Agenta — 8,984 commits
- Kortix — 8,225 commits
- Codewhale — 7,632 commits
Popular but quiet (5,000+ stars, no commit in 6+ months)
- autoresearch — 97.1k stars, last commit 2026-03-26 (see alternatives)
- MetaGPT — 70.7k stars, last commit 2026-01-21 (see alternatives)
- gpt-engineer — 55.1k stars, last commit 2024-11-17 (see alternatives)
- Grok-1 — 52.2k stars, last commit 2024-03-19 (see alternatives)
- Quivr — 39.6k stars, last commit 2025-06-19 (see alternatives)
- FastChat — 39.6k stars, last commit 2025-06-02 (see alternatives)
- Langchain-Chatchat — 38.7k stars, last commit 2025-11-10 (see alternatives)
- AgentGPT — 36.3k stars, last commit 2025-04-29 (see alternatives)
- Chatbot UI — 33.4k stars, last commit 2024-06-22 (see alternatives)
- STORM — 31.5k stars, last commit 2025-09-30 (see alternatives)
- Google Workspace CLI — 31.2k stars, last commit 2026-03-31 (see alternatives)
- Meta Llama 3 — 29.2k stars, last commit 2025-01-26 (see alternatives)
- Qwen3 — 27.7k stars, last commit 2026-01-09 (see alternatives)
- FLUX — 26.0k stars, last commit 2025-07-31 (see alternatives)
- DeepSeek-Coder — 24.3k stars, last commit 2025-11-11 (see alternatives)
Categories by growth
| Category | Tools | Stars | +30d |
|---|---|---|---|
| Agent Frameworks | 329 | 7210.5k | +380,171 |
| Tool Integration & Infrastructure | 128 | 3472.3k | +165,109 |
| Memory & Knowledge | 127 | 3050.7k | +149,927 |
| Coding Agents | 42 | 1402.1k | +92,201 |
| Enterprise Agent Platforms | 57 | 1515.7k | +75,326 |
| Observability & Evaluation | 70 | 1429.3k | +68,047 |
| Browser & Web Agents | 17 | 659.0k | +42,989 |
| MCP Servers | 29 | 580.3k | +37,572 |
| No-Code Agent Builders | 27 | 939.8k | +27,977 |
| Voice Agents | 42 | 691.5k | +23,860 |
| Sandboxes & Execution Environments | 9 | 223.2k | +16,847 |
| Agent Protocols & Standards | 11 | 175.3k | +7,813 |
Methodology
Tools are open-source repositories for building, running or evaluating AI agents, screened for relevance. Stars, commits and releases come from the GitHub API and are refreshed daily. “+30d” is the star pace over our snapshot history, scaled to 30 days. “Inactive” means no commit on the default branch for 180+ days.
Free to cite (CC BY 4.0): AgentoolRank, "State of Open-Source AI Agent Tools — September 2026", https://agentoolrank.com/report