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)

#ToolStars+30d
1Skills179.2k+26,254
2LangChain147.3k+23,455
3ECC270.1k+22,511
4hermes-agent250.3k+20,859
5DeepSeek Harness241.0k+20,086
6MarkItDown187.8k+15,252
7The Agency155.5k+14,654
8Firecrawl187.1k+14,099
9gstack134.6k+13,248
10Ponytail149.0k+12,418
11CC Switch139.1k+11,593
12OmniRoute71.7k+11,300
13TradingAgents109.4k+10,684
14Claude Code148.7k+10,462
15Graphify122.8k+10,231

Most actively developed (commits in the last 90 days)

  1. hermes-agent — 32,240 commits
  2. OpenHuman — 21,133 commits
  3. elizaOS — 19,953 commits
  4. DeepSeek Harness — 19,798 commits
  5. omp — 13,784 commits
  6. LiteLLM — 13,153 commits
  7. OmO — 9,058 commits
  8. Agenta — 8,984 commits
  9. Kortix — 8,225 commits
  10. 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

CategoryToolsStars+30d
Agent Frameworks3297210.5k+380,171
Tool Integration & Infrastructure1283472.3k+165,109
Memory & Knowledge1273050.7k+149,927
Coding Agents421402.1k+92,201
Enterprise Agent Platforms571515.7k+75,326
Observability & Evaluation701429.3k+68,047
Browser & Web Agents17659.0k+42,989
MCP Servers29580.3k+37,572
No-Code Agent Builders27939.8k+27,977
Voice Agents42691.5k+23,860
Sandboxes & Execution Environments9223.2k+16,847
Agent Protocols & Standards11175.3k+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