Data / Repositories / Benchmark / Python
Python Benchmark repositories on GitHub: 4 ranked by stars
4 public Python repositories tagged Benchmark are on GitHub, with 6,957 stars between them; 3 had a push in the last 30 days. The most starred: EvolvingLMMs-Lab/lmms-eval (4,448), uber/ADR (2,040), modelscope/MCPBench (252).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| EvolvingLMMs-Lab/lmms-eval | One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks | 4,448 | 674 | Oct 14 | Oct 14 | |
| uber/ADR | ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber. | 2,040 | 219 | Apache-2.0 | Oct 13 | Oct 14 |
| modelscope/MCPBench | The evaluation benchmark on MCP servers | 252 | 17 | Apache-2.0 | Sep 3, 2025 | Oct 14 |
| lmwilki/civ6-mcp | An MCP server that lets LLM agents play Civilization VI. | 217 | 45 | MIT | Oct 13 | Oct 14 |
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Related topics
- MCP 4
- MCP server 3
- Rust 2
- AI security 2
- Claude 2
- LLM 2
- CLI 1
- Command line 1
- Terminal 1
- Tool 1
- Artificial intelligence 1
- Code 1
Read from GitHub by SpecStream between October 14, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.