Composio SWE-Kit
An Headless IDE with AI-Native Tools for building custom coding agents with any Agentic Framework & LLMs of your choice
Trusted by Engineers From
Use Cases
Building Coding Agents
Has Never Been Easier
GitHub PR Agent
SweKit let’s you build PR agents to review code, suggest improvements, enforce coding standards, identify potential issues, automate merge approvals, and provide feedback on best practices—streamlining the review process and enhancing code quality.
Coding Agent
Automate writing new features, debug complex issues, create and run tests, optimize code for performance, refactor for maintainability, and ensure best practices across the codebase—accelerating development and efficiency.
Q&A with Codebase
Use highly optimized code analysis, advanced code indexing, and intelligent file navigation tools to explore and interact with large codebases effortlessly. Ask questions, trace dependencies, uncover logic flows, and gain instant insights, enabling seamless communication with complex code structures.
Auto Docs Updater
Keep your documentation in sync with your code. Automatically update Mintlify documentation whenever changes are made to the codebase, ensuring that your docs stay accurate, up-to-date, and ready for your team and users.
Security Agent
Scan for vulnerabilities, enforce security policies, monitor dependencies, and automate compliance checks—keeping your code secure at every stage of development.
Onboarding Agent
Scan for vulnerabilities, enforce security policies, monitor dependencies, and automate compliance checks—keeping your code secure at every stage of development.
Tickets Enrichment bot
Enhance tickets in platforms like Jira and Linear by adding additional context and information, such as related code snippets, recent changes, and similar issue history, making it easier for developers to diagnose and resolve issues effectively.
GitHub PR Agent
SweKit let’s you build PR agents to review code, suggest improvements, enforce coding standards, identify potential issues, automate merge approvals, and provide feedback on best practices—streamlining the review process and enhancing code quality.
Coding Agent
Automate writing new features, debug complex issues, create and run tests, optimize code for performance, refactor for maintainability, and ensure best practices across the codebase—accelerating development and efficiency.
Q&A with Codebase
Use highly optimized code analysis, advanced code indexing, and intelligent file navigation tools to explore and interact with large codebases effortlessly. Ask questions, trace dependencies, uncover logic flows, and gain instant insights, enabling seamless communication with complex code structures.
Auto Docs Updater
Keep your documentation in sync with your code. Automatically update Mintlify documentation whenever changes are made to the codebase, ensuring that your docs stay accurate, up-to-date, and ready for your team and users.
Security Agent
Scan for vulnerabilities, enforce security policies, monitor dependencies, and automate compliance checks—keeping your code secure at every stage of development.
Onboarding Agent
Scan for vulnerabilities, enforce security policies, monitor dependencies, and automate compliance checks—keeping your code secure at every stage of development.
Tickets Enrichment bot
Enhance tickets in platforms like Jira and Linear by adding additional context and information, such as related code snippets, recent changes, and similar issue history, making it easier for developers to diagnose and resolve issues effectively.
Benchmark
State-of-the-art
coding performance
Coding agents built with SWE-Kit have achieved 48.60% on coding benchmarks, securing 2nd place overall and ranking as the top open-source solution. Check the full report →
Features
SWE Kit Capabilities
Complete codebase understanding
SweKit creates a comprehensive map of your codebase, providing full knowledge that enables efficient debugging, effective Q&A, and detailed code reviews.
Supported LLMs & Frameworks
Compatible with top agentic frameworks like LangChain, LlamaIndex, CrewAI, AutoGen, and others. Supports all major LLM inference providers, including OpenAI, Anthropic, Groq, Cerebras, and more
Flexible Runtime
It runs on any Docker host—whether on your local machine or a remote server—offering flexible deployment options
Coding Toolsets
Use Code Analysis, Code Indexing, Shell, and File Operation tools to interact seamlessly with your code base
Third-party Service Integrations
Expand the Agent’s capabilities by integrating with applications like GitHub, Jira, Linear, Slack, Discord, Code Interpreter, and many more. Explore all tools in dashboard →
Frequently Asked Questions​
Is it free to use?
Yes, you can use SweKit to build and run coding agents for free.
Can AI agents work with external tools and platforms, like GitHub or Slack?
You can integrate third-party services like GitHub, Slack, Jira, and more through Composio and even build custom tools tailored to your needs.
Can I run SweKit locally?
Yes, SweKit can operate locally, providing complete end-to-end interaction with your codebase without an internet connection.
What can I build with SweKit?
You can build any coding agents you want, such as a GitHub PR agent, Q&A with the codebase, Jira ticket enriching bot, Onboarding agent, etc.
What is Composio?
Composio is an tool set for AI Agents and LLMS, designed to streamline and optimize the connection and interaction between your AI Agents/LLMs and different APIs/services.Composio is an tool set for AI Agents and LLMS, designed to streamline and optimize the connection and interaction between your AI Agents/LLMs and different APIs/services.
How to use
Using SWEKit is Easy
Install the library, configure the agents, connect with tools, and let the agents do the rest. Check out the documentation for how to build SWE agents with SWEKit