SWE-agent
0
SWE-agent is an open-source AI agent framework that uses GPT-4, Claude, and other LMs to autonomously identify bugs, propose fixes, and apply changes directly in real GitHub repositories, streamlining code maintenance and accelerating development workflows.
Workflow Automation
Web Tools
Search Technology
Software Testing
#AI code assistant
#automated debugging
#GitHub integration
#code quality improvement
#Developer Tools
#CI/CD automation
#Docker support
#trajectory inspector
#linting tools
#testing automation
#repository management
#customizable coding solutions
#bug fixing automation
#code review tools
#AI-driven development
#Software maintenance
#DevOps efficiency
#Language model integration
#development frameworks
...
Promote this Tool
Update this Tool
SWE-agent is an open-source AI agent framework that uses GPT-4, Claude, and other LMs to autonomously identify bugs, propose fixes, and apply changes directly in real GitHub repositories, streamlining code maintenance and accelerating development workflows.
Workflow Automation
Web Tools
Search Technology
Software Testing
#AI code assistant
#automated debugging
#GitHub integration
#code quality improvement
#Developer Tools
#CI/CD automation
#Docker support
#trajectory inspector
#linting tools
#testing automation
#repository management
#customizable coding solutions
#bug fixing automation
#code review tools
#AI-driven development
#Software maintenance
#DevOps efficiency
#Language model integration
#development frameworks
...
Featured
- AI FIRSTConversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
- PippitElevate your content creation with Pippit's powerful AI tools!
- Van Gogh Free Video GeneratorAn AI-powered free video generator that creates stunning videos from text and images effortlessly.
- SharkFotoSharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
- Manga Translator AIAI Manga Translator instantly translates manga images into multiple languages online.
- EdensignEdensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
- FixArt AIFixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
- remio - Personal AI Assistantremio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
- RebelgrowthGrow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
- TattooAI AI Tattoo GeneratorAI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
- NanoPicNanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
- Elser AIAll-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
- GLM ImageGLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
- ChatronixLLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
- Qwen-Image-2512 AIQwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
- Vadu AIAll-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
- SOLM8AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
- RSW Sora 2 AI StudioRemove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
- PoYo APIPoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
- FalcoCutFalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
- Camtasia onlineCamtasia Online is a free tool for screen recording and video editing, all from your web browser.
- VoxDeckNext-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
- GobiiGobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
- codeflyingCodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
- BGRemoverEasily remove image backgrounds online with SharkFoto BGRemover.
- ai song creatorCreate full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
- Skywork.aiSkywork AI is an innovative tool to enhance productivity using AI.
- Nana Banana: Advanced AI Image EditorAI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
- Seedance 1.5 ProSeedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
- Vertech AcademyVertech offers AI prompts designed to help students and teachers learn and teach effectively.
- Yollo AIChat & create with your AI companion. Image to Video, AI Image Generator.
- Remy - Newsletter SummarizerRemy automates newsletter management by summarizing emails into digestible insights.
- Kling 3.0Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
- FlowithFlowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
- Avoid.soAvoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
- Refly.aiRefly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
- EaseUS VoiceWaveFree, powerful voice changer for creative expression offline and online.
- FineVoiceClone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
- ExpleeStart outreach RIGHT NOW with single-line description of your ICP
- AnimeShortsCreate stunning anime shorts effortlessly with cutting-edge AI technology.
- LTX-2 AIOpen-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
- Img2.AIAI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
- SuperMaker AI Video GeneratorCreate stunning videos, music, and images effortlessly with SuperMaker.
- TextToHumanFree AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
- Telegram Group BotTGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
- AirMusicAirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
- Lease A BrainAI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
- Funy AIAI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
- APIMartAPIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
- Create WhatsApp LinkFree WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
- ThumbnailCreator.comAI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
- Wollo.aiWollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
- QoderQoder is an agentic coding platform for real software, Free to use the best model in preview.
- WhatsApp Warmup ToolAI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Img2.AI
AI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
Nana Banana: Advanced AI Image Editor
AI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
Van Gogh Free Video Generator
An AI-powered free video generator that creates stunning videos from text and images effortlessly.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
Kling 3.0
Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Seedance 1.5 Pro
Seedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
Rebelgrowth
Grow your revenue from organic traffic on autopilot:
Keyword research. SEO optimized articles and EVEN backlinks.
codeflying
CodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
Edensign
Edensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
Avoid.so
Avoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
Chatronix
LLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
Vadu AI
All-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
EaseUS VoiceWave
Free, powerful voice changer for creative expression offline and online.
What is SWE-agent?
SWE-agent is a developer-focused AI agent framework that integrates with GitHub to autonomously diagnose and resolve code issues. It runs in Docker or GitHub Codespaces, uses your preferred language model, and allows you to configure tool bundles for tasks like linting, testing, and deployment. SWE-agent generates clear action trajectories, applies pull requests with fixes, and provides insights via its trajectory inspector, enabling teams to automate code review, bug fixing, and repository cleanup efficiently.
Who will use SWE-agent?
- Software developers
- DevOps engineers
- Open-source maintainers
- QA engineers
- Engineering managers
How to use the SWE-agent?
- Step1: Install SWE-agent via pip or Docker according to the documentation.
- Step2: Configure your language model API keys in the .env file.
- Step3: Define or select tool bundles for testing, linting, or custom tasks.
- Step4: Run sweagent against a GitHub repository using the CLI or Codespaces.
- Step5: Review the generated trajectory and apply automated fixes via pull request.
Platform
- mac
- windows
- linux
SWE-agent's Core Features & Benefits
The Core Features
- Autonomous code issue detection and fixing
- Integration with GitHub repositories
- Support for GPT-4, Claude, and custom LMs
- Configurable tool bundles
- Docker and Codespaces deployment
- Trajectory inspector for step-by-step output
The Benefits
- Accelerates debugging and maintenance
- Reduces manual code review effort
- Seamless CI/CD pipeline integration
- Customizable to project toolchains
- Improves code quality and consistency
SWE-agent's Main Use Cases & Applications
- Automated bug fixing in pull requests
- Continuous code quality monitoring
- Batch repository cleanup and refactoring
- Automating test and lint workflows
- CI/CD integration for self-healing pipelines
SWE-agent's Pros & Cons
The Pros
State-of-the-art performance on SWE-bench among open-source projects
Enables autonomous language model tool usage for diverse tasks
Highly configurable and fully documented with a simple YAML file
Free-flowing and generalizable design allowing maximum LM agency
Developed and maintained by leading researchers at Princeton and Stanford
Open-source and research-friendly, designed to be hackable
The Cons
No explicit pricing information available
No mention of native mobile or desktop applications
May require technical expertise to install and customize
Limited information about user community or commercial support
FAQs of SWE-agent
SWE-agent Company Information
Analytic of SWE-agent
Visit Over Time
Monthly Visits
35.9k
Avg Visit Duration
00:00:12
Page Per Visit
1.88
Bounce Rate
37.98%
Oct 2025 - Dec 2025 All Traffic
Geography
Top 5 Regions
United States
16.29%
Australia
8.47%
Vietnam
6.2%
Canada
5.78%
Turkey
5.3%
Oct 2025 - Dec 2025 Worldwide Desktop Only
Traffic Sources
Direct
42.17%
Search
30.27%
Referrals
20.53%
Social
5.73%
Paid Referrals
0.98%
Mail
0.11%
Oct 2025 - Dec 2025 Desktop Only
Top Keywords
| Keyword | Traffic | Cost Per Click |
|---|---|---|
| swe agents | 200 | $ -- |
| swe-agent | 1.7k | $ -- |
| swe agent | 1.2k | $ 4.80 |
| swe ai | 300 | $ -- |
| sweagent | 290 | $ -- |
SWE-agent Reviews
5/5
SWE-agent's Main Competitors and alternatives?
- Auto-GPT
- LangChain Agents
- GitHub Copilot
- BabyAGI
- OpenAI Function Calling
You may also like:
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
Cli3nts is an AI-powered LinkedIn agent automating engagement, prospecting, and content creation.
Skywork AI is an innovative tool to enhance productivity using AI.
Eigent is an open-source AI workforce platform managing complex workflows via multi-agent collaboration.
Airkit.ai is an AI agent that automates customer interactions and enhances communication channels.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Sentient is an AI Agent framework enabling developers to build NPCs with long-term memory, goal-driven planning, and natural conversation.
DigitalEmployees.io provides AI agents for efficient remote work and task automation.
Azara is a personalized AI assistant that optimizes business workflows and enhances productivity.
Lyzr Studio is an AI agent development platform for building custom conversational assistants integrating APIs and enterprise data.
Web interface for BabyAGI, enabling autonomous task generation, prioritization, and execution powered by large language models.
AutoAct is an open-source AI agent framework enabling LLM-based reasoning, planning, and dynamic tool invocation for task automation.
CamelAGI is an open-source AI agent framework offering modular components to build memory-driven autonomous agents.
OpenKBS uses AI-driven embeddings to convert documents into a conversational knowledge base for instant Q&A.
CoTester is an enterprise-grade AI testing agent that reliably generates, runs, and self-heals automated tests.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
LangBot is an open-source platform integrating LLMs into chat terminals, enabling automated responses across messaging apps.
Pixlr is an AI-powered online and mobile photo editor ideal for beginners and professionals.
Buildel is an AI agent that streamlines project management and automation tasks.
OpenRepoWiki converts GitHub repositories into comprehensive Wikipedia-style pages.
VIPER automates adversary emulation with AI, generating dynamic attack chains and orchestrating comprehensive red team operations seamlessly.
A lightweight C++ inference runtime enabling fast on-device execution of large language models with quantization and minimal resource usage.
An open-source multimodal AI agent that visually interprets web pages and automates browser operations seamlessly.
TinyAuton is a lightweight autonomous AI agent framework enabling multi-step reasoning and automated task execution using OpenAI APIs.
Top Social Tools offers social media marketing tools for research, growth, reach, and engagement.
Generate professional AI-powered video backgrounds for virtual meetings and live streams with customizable designs in seconds.
Summar.ee is an AI-powered tool that generates concise summaries and time-stamped transcripts from videos, podcasts, and meetings.
Gene is an AI-driven sales agent designed specifically for real estate agencies and developers.
Fay AI assists in various tasks like customer support, content generation, and workflow automation.
FacesearchAI specializes in facial recognition and analysis through AI technology.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Power Automate transforms repetitive tasks into automated workflows using AI.
Tray.io automates workflows by connecting apps and services using no-code solutions.
Mistral Small 3 is a highly efficient, latency-optimized AI model for fast language tasks.
An AI tool that uses Anthropic Claude embeddings via CrewAI to find and rank similar companies based on input lists.
Spark Engine is an AI-powered semantic search platform delivering fast, relevant results using vector embeddings and natural language understanding.
Stack AI is an advanced AI agent that automates task management and personal assistance.
Offensive Graphs uses AI to automatically generate attack path graphs from network data, empowering security teams with clear visualization.
MindSearch is an open-source retrieval-augmented framework that dynamically fetches knowledge and powers LLM-based query answering.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
CrewAI is an AI-powered virtual assistant that automates customer service tasks and enhances user engagement.
ReactAgent is an AI-driven conversation agent for interactive web experiences.
RelevanceAI offers advanced data analysis and machine learning tools for businesses.
Chipp AI automates tasks and provides enhanced insights using intelligent decision-making.
Bosun.ai builds AI-powered knowledge assistants that ingest company data to deliver instant, accurate answers via chat.
AgenticIR orchestrates LLM-based agents to autonomously retrieve, analyze, and synthesize information from web and document sources.
AI dating assistant for pickup lines, engaging chats, and standout profiles.
AgentScript is a web-based platform for building, testing, and deploying autonomous AI agents to automate workflows.
SwarmZero is a Python framework that orchestrates multiple LLM-based agents collaborating on tasks with role-driven workflows.
An open specification defining standardized interfaces and protocols for AI agents to ensure interoperability across platforms.
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Bundigo is an AI agent designed to create and manage digital content effortlessly.
APLib provides autonomous game testing agents with perception, planning, and action modules to simulate user behaviors in virtual environments.
Temperstack is an AI agent designed for high-performance data management and analytics.
Crab AI Agent offers advanced code generation and debugging support for developers.
Social Turing game to distinguish between humans and AI bots.
Therapini provides 24/7 AI-powered mental health support via text and voice conversations.
Free Gmail tracker providing real-time email tracking and detailed click insights.
Swarm Squad orchestrates autonomous AI agent teams for collaborative content creation, data analysis, task automation, and process optimization.
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
Agent Studio provides a web-based visual editor to design, configure, and test custom AI agents with tool integrations.
Evaluate translation complexity to improve your localization efforts.