Looking for AI agents in Software Development? Explore our marketplace of digital assistants and automation tools with open-source code designed specifically for the Software Development industry.

Open-Source AI Agents for Software Development

n8n is an open-source workflow automation platform that allows users to design and automate complex workflows by connecting various applications and services. With its AI-native capabilities, n8n enables the integration of AI agents, facilitating tasks such as data analysis, content generation, and process automation. Users can build autonomous, multi-step agents, chat with their own data and tools, and plug into their own products using any model, including self-hosted ones. n8n offers a user-friendly interface combined with the flexibility of coding in JavaScript or Python, making it suitable for both technical and non-technical users. The platform supports over 400 integrations, providing limitless possibilities for automation across various industries.

An open-source workflow automation tool enabling seamless integration of AI agents and services.

Roo Code is an open-source autonomous AI agent designed to code, debug, and evolve software systems with minimal human input. It mimics a junior developer's workflow, using a cyclic process of planning, editing, running, and debugging code. Roo Code supports multi-turn coding sessions and automatically persists context across iterations. It is built on top of a task memory system, supports integration with your terminal and development environment, and is designed for continuous improvement through natural interactions.

Roo Code

roo-code

An autonomous open-source AI agent that can code, debug, and evolve software with minimal human intervention.

Portia AI provides a platform for developing AI agents with a focus on predictability, control, and authentication. It offers an open-source SDK that enables developers to generate explicit plans, manage execution states, authenticate users into tools, and direct language models when human input is required. The platform supports structured multi-agent planning, seamless execution with state management, human or machine input during execution, and secure access to software on behalf of users. Portia AI also provides a catalog of ready-to-use tools for faster deployment.

Portia AI

portia-ai

Build AI agents that are predictable, controllable, and authenticated using Portia AI's comprehensive platform.

Cline is an open-source AI coding assistant integrated into Visual Studio Code, designed to automate various coding tasks. It features dual Plan/Act modes, allowing developers to strategize and execute coding actions efficiently. Cline can create and edit files, run terminal commands, and utilize the Model Context Protocol (MCP) to extend its capabilities. Operating directly within the IDE, it ensures a seamless coding experience, enhancing developer productivity by handling routine tasks and providing intelligent code assistance.

Cline

cline

An open-source AI coding assistant for VS Code, automating coding tasks with Plan/Act modes and terminal execution.

Giselle is an open-source platform that empowers teams to design and deploy advanced AI agents using an intuitive node-based interface. By integrating multiple large language models (LLMs) and data sources, Giselle facilitates the automation of complex tasks such as market research and code reviews. Its visual development environment simplifies the creation of sophisticated AI workflows, making AI accessible to all team members and enhancing productivity through seamless human-AI collaboration.

Giselle

giselle

An open-source platform enabling teams to create AI agents through a visual node-based interface for automating complex workflows.

Codename Goose is an open-source AI agent developed by Block's Open Source Program Office, designed to automate intricate engineering tasks directly on your machine. It extends beyond mere code suggestions by autonomously building projects, writing and executing code, debugging, orchestrating workflows, and interacting with external APIs. Goose operates locally, ensuring data privacy and security, and is highly extensible, allowing integration with various large language models (LLMs) and tools through the Model Context Protocol (MCP). This flexibility enables developers to customize Goose to their specific workflows, thereby enhancing productivity and innovation.

Codename Goose

codename-goose

An open-source, on-machine AI agent automating complex engineering tasks to enhance developer productivity.

Gemma 3 is Google's latest open-source AI model, designed to run efficiently on a single GPU or TPU. It supports multimodal inputs, including text, images, and short videos, and offers advanced reasoning capabilities. With support for over 140 languages and a 128k-token context window, Gemma 3 is versatile for various applications. Its quantized versions enhance performance and reduce computational requirements, making it accessible for devices ranging from smartphones to workstations.

Gemma 3

gemma-3

An open-source AI model optimized for single-GPU performance, supporting multimodal inputs and over 140 languages.

L2MAC (Large Language Model Automatic Computer) is an AI framework designed to generate extensive outputs, such as entire codebases or lengthy texts, from a single prompt. It employs a multi-agent system where each agent executes a portion of the task, effectively bypassing the fixed context window constraints of traditional LLMs. This approach allows L2MAC to produce coherent and large-scale outputs, significantly enhancing the capabilities of AI in software development and content creation.

L2MAC

l2mac

An AI framework enabling large-scale code generation by overcoming LLM context limitations.

GPT Runner is an open-source AI assistant designed to boost development efficiency by facilitating AI-powered interactions with code files and managing AI presets. It offers real-time conversations with code files, allowing developers to select project files and receive AI-generated responses based on the latest content. Additionally, GPT Runner enables the management of AI presets through `.gpt.md` files, which are easy to read, modify, and version-control, fostering collaboration among team members. The tool integrates seamlessly into various development environments, including CLI, web interfaces, and IDEs like VSCode and JetBrains, providing a versatile solution for enhancing coding workflows.

GPT Runner

gpt-runner

An open-source AI assistant enhancing development efficiency through code file interactions and AI preset management.

GPT Migrate is an innovative open-source tool designed to automate the migration of codebases between different programming languages and frameworks. Leveraging advanced AI capabilities, it systematically transforms entire codebases while managing dependencies, testing, and debugging processes automatically. Key features include AI-powered code analysis and rewriting, automated dependency management, iterative debugging, unit test generation, and Docker integration to ensure a consistent migration environment.

GPT Migrate

gpt-migrate

An open-source AI tool automating codebase migration between programming languages and frameworks.

DevOpsGPT is an innovative AI-driven software development automation solution that combines Large Language Models (LLMs) with DevOps tools to convert natural language requirements into working software. This integration enhances development efficiency, shortens development cycles, and reduces communication costs, resulting in higher-quality software delivery. DevOpsGPT supports multiple programming languages, allowing it to generate code in languages such as Python, Java, and C++. Its adaptability enables customization to meet the specific needs of any organization, and its scalability facilitates automation of software creation in large enterprises. By automating various software development processes, including requirements gathering, documentation, and code generation, DevOpsGPT allows developers to focus on more creative and strategic endeavors, thereby improving productivity and accelerating the delivery of new features and products.

DevOpsGPT

devopsgpt

An AI-driven automation solution that transforms natural language requirements into functional software using LLMs and DevOps tools.

Devon is an open-source AI-powered pair programmer developed by Entropy Research. It assists developers by providing code suggestions, identifying potential issues, and offering debugging support. Designed to integrate seamlessly into existing development workflows, Devon aims to enhance coding efficiency and accuracy through intelligent code analysis and recommendations.

Devon

devon

An open-source AI pair programmer designed to assist developers in writing and debugging code.

Open-Source AI Agents for "Software Development" Industry

n8n