sgl-project/sglang

GitHub
https://github.com/sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

  • attention
  • blackwell
  • cuda
  • deepseek
  • diffusion
  • glm
  • gpt-oss
  • inference
  • llama
  • llm
  • minimax
  • moe
  • qwen
  • qwen-image
  • reinforcement-learning
  • transformer
  • vlm
  • wan
Stars:
38.4k
Language:
Python
Default branch:
main
Last scored:
Overall

At a glance

Rank
#350 of 401
#51 of 56 Python repos
Checks passed
7 of 17
Full list below
Best set up for
Devin
Score 57.4
Needs most work for
Cursor
Biggest fix: Cursor rules (.cursor/rules) (+11.5 pts)

What it has

What it's missing

What to fix first

Pick an AI agent

Showing fixes for Claude Code

  1. 1
    AGENTS.md / CLAUDE.md
    Add an AGENTS.md covering project goals, layout, setup commands, and conventions. Aim for 800+ chars of real guidance (not boilerplate).
    +13.2 pts
  2. 2
    Dependency manifest
    Commit a proper manifest (package.json, pyproject.toml, Cargo.toml, go.mod, etc.) plus a lockfile.
    +9.2 pts
  3. 3
    Linter / formatter config
    Configure a linter/formatter (ESLint+Prettier, Biome, Ruff, rustfmt+clippy, golangci-lint) and commit the config.
    +7.9 pts

Score for each AI agent

Each agent weighs the checks by its own docs. Under each score are its top three. How each agent is scored →

Devin
#328 of 401
57.4
  • ~Reproducible dev env
  • ✗Dependency manifest
  • ✓Test suite
Codex
#349 of 401
55.6
  • ✗AGENTS.md / CLAUDE.md
  • ✓README
  • ✓Test suite
OpenHands
#327 of 401
55.4
  • ✓CI configuration
  • ✗Dependency manifest
  • ~Reproducible dev env
Kimi Code CLI
#341 of 401
54.3
  • ✗AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✗Dependency manifest
Claude Code
#362 of 401
53.0
  • ✗AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ~Reproducible dev env
Pi
#355 of 401
50.9
  • ✗AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✗Linter / formatter config
Gemini CLI
#356 of 401
48.8
  • ✗GEMINI.md
  • ✓README
  • ✓Test suite
Aider
#368 of 401
44.1
  • ✗.aider.conf.yml
  • ✗Linter / formatter config
  • ✓Test suite
Cursor
#371 of 401
44.0
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✗Type configuration

Does sgl-project/sglang have agent instructions?

An AGENTS.md (or CLAUDE.md) at the root tells AI coding agents how to build, test and work in the repo. A few agents also read a file of their own.

AGENTS.md / CLAUDE.md
None at the root (no AGENTS.md, CLAUDE.md, AGENT.md, .claude/CLAUDE.md or .claude/AGENTS.md)
Agent-specific files
.agents/skills (new tab) (29 skills)No GEMINI.md, .cursor/rules, .openhands/setup.sh or .aider.conf.yml
Repos that have one
29 of 56 Python repos · 221 of 401 repos on the leaderboard · See examples →
Get a starter AGENTS.md

From the files the checks found. Fill in the commands, then commit it at the root.

# AGENTS.md

Guidance for AI coding agents working in sgl-project/sglang. SGLang is a high-performance serving framework for large language models and multimodal models. Written mainly in Python.

## Where things are

- Tests live in `test`.
- CI is defined in `.github/workflows`; read it for the exact install, lint and test steps.
- Commit hooks are set up in `.pre-commit-config.yaml`; don't skip them.
- A reproducible environment is defined in `.devcontainer/devcontainer.json`.
- Follow the conventions in `docs/CONTRIBUTING.md`.

## Commands

<!-- Fill in the exact commands CI runs. -->
- Install: TODO
- Test: TODO
- Lint: TODO

All 17 checks · 7 passed

No agent instructions file found
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
118 GitHub Actions workflows
No .cursor/rules/*.mdc or .cursorrules
No dependency manifest found
Has .devcontainer/devcontainer.json
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
No linter/formatter config found
No .openhands/setup.sh
Hook framework configured
README· 100% pass
README detailed (9,465 characters)
Manageable size· 20% pass
10000+ files — very large
Test suite· 100% pass
Found /test
No type config found

How sgl-project/sglang compares

vs leaderboard average
15.3 pts below
Average 66.8
vs Python average
19.5 pts below
Average 71.0
Stars among Python repos
#36 of 56

Missing here, and how many repos have it

  • Dependency manifest · passed by 92% of leaderboard repos, 89% of Python repos
  • Type configuration · passed by 68% of leaderboard repos, 57% of Python repos
  • Linter / formatter config · passed by 65% of leaderboard repos, 89% of Python repos

Passes checks most repos miss

  • Skills (.agents/skills) · only 17% of repos pass it
  • Pre-commit / git hooks · only 29% of repos pass it

One fix for the most agents: Linter / formatter config would raise the score for all 9 agents, by up to 14.1 points.

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All Python repos →

Same topics, any language

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Agent friendly score for github/sgl-project/sglang
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Check the score on every pull request

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