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mini-SWE-agent

Princeton NLP

Remarkably minimal autonomous coding agent — just 100 lines of Python achieving 74%+ on SWE-bench. Bash-only approach, works with any model. Proves complex frameworks are optional.

100 lines of Python achieves 74%+ SWE-bench — bash-only, any model

Cloud Agent Open Source Free BYOK MIT
Tech Stack
Python (~100 lines)
GitHub Stars
-
Pricing
BYOK
Initial Release
June 1, 2025

Features & Capabilities

Open Source
Self-Hostable
MCP Support
Multi-Model
Multi-Agent
Voice Support
Free Tier

Capabilities

code_generationdebuggingautonomous_codingbash_execution

Supported Model Providers

anthropic
openai
google
local

Details

Developer
Princeton NLP
Category
Cloud Agent
Status
Active
Initial Release
June 1, 2025
License
MIT
Tech Stack
Python (~100 lines)
Agent ID
mini-swe-agent

Platforms

linuxmacos
Last updated: March 14, 2026