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Most agent-friendly Python repos

57 Python repos, ranked by overall score (the average across agents). They average 71.0, and apache/superset leads with 88.7.

29 of them have an AGENTS.md or CLAUDE.md: Python AGENTS.md examples.

What Python repos most often miss

Leaves out checks only one agent reads, which almost no repo passes. The methodology explains each check.

Leaderboard — page 1 of 1 for Python repos, overall
RankRepoScore
1apache/supersetGitHub
88.7
2aio-libs/aiohttpGitHub
88.1
3PostHog/posthogGitHub
88.0
4streamlit/streamlitGitHub
87.5
5getsentry/sentryGitHub
86.9
6scrapy/scrapyGitHub
86.8
7apache/airflowGitHub
86.3
8sqlfluff/sqlfluffGitHub
85.9
9BerriAI/litellmGitHub
85.2
10pytorch/pytorchGitHub
84.6
11pydantic/pydanticGitHub
84.0
12gradio-app/gradioGitHub
83.7
13wagtail/wagtailGitHub
82.6
14psf/requestsGitHub
81.3
15vllm-project/vllmGitHub
80.7
16Textualize/richGitHub
80.1
17psf/blackGitHub
80.1
18sqlalchemy/sqlalchemyGitHub
80.1
19langflow-ai/langflowGitHub
79.9
20github/spec-kitGitHub
78.8
21hiyouga/LlamaFactoryGitHub
78.8
22pallets/flaskGitHub
78.7
23scikit-learn/scikit-learnGitHub
78.2
24celery/celeryGitHub
76.8
25Textualize/textualGitHub
75.6
26data-privacy-stack/presidioGitHub
75.5
27pytest-dev/pytestGitHub
74.2
28crewAIInc/crewAIGitHub
73.6
29ray-project/rayGitHub
73.6
30Kludex/starletteGitHub
72.1
31huggingface/diffusersGitHub
72.0
32open-webui/open-webuiGitHub
71.5
33python-poetry/poetryGitHub
71.2
34huggingface/datasetsGitHub
70.7
35run-llama/llama_indexGitHub
70.5
36pandas-dev/pandasGitHub
70.5
37huggingface/transformersGitHub
70.2
38Comfy-Org/ComfyUIGitHub
67.6
39encode/httpxGitHub
67.4
40Kludex/uvicornGitHub
67.4
41unclecode/crawl4aiGitHub
67.2
42tqdm/tqdmGitHub
67.1
43explosion/spaCyGitHub
66.2
44django/djangoGitHub
65.8
45fastapi/fastapiGitHub
64.4
46Aider-AI/aiderGitHub
63.2
47python/cpythonGitHub
60.5
48openai/whisperGitHub
58.9
49mkdocs/mkdocsGitHub
56.4
50AUTOMATIC1111/stable-diffusion-webuiGitHub
54.5
51numpy/numpyGitHub
53.1
52sgl-project/sglangGitHub
51.5
53Significant-Gravitas/AutoGPTGitHub
51.3
54langchain-ai/langchainGitHub
50.7
55karpathy/nanochatGitHub
39.3
56microsoft/AIGitHub
23.2
57karpathy/nanoGPTGitHub
18.2
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