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Cline - Autonomous coding agent in your IDE

2024-12-30 14:37:25
Cline - Autonomous coding agent in your IDE
Categories
AI Code AssistantAI Code GeneratorAI Developer ToolsAI Productivity Tools
Users of this tool
Software DevelopersWeb DevelopersDevOps EngineersData ScientistsAI Researchers
PricingType
Freemium

Links

  1. Documentation: https://github.com/cline/cline

Cline is an advanced AI assistant designed to integrate seamlessly into your development environment, offering a suite of tools to enhance productivity and streamline complex software development tasks. Leveraging the capabilities of Claude 3.5 Sonnet, Cline can perform a variety of functions, from creating and editing files to executing terminal commands and using the browser for interactive debugging. This extension is particularly valuable for developers working on large, complex projects, as it can analyze file structures, source code ASTs, and run regex searches to get up to speed quickly. Cline's ability to monitor linter/compiler errors and react to dev server issues in real-time ensures that your code remains clean and functional. Additionally, Cline supports a wide range of API providers, including OpenRouter, Anthropic, OpenAI, Google Gemini, AWS Bedrock, Azure, and GCP Vertex, allowing you to use the latest models and tools. The extension also provides detailed tracking of API usage costs, keeping you informed of your spend every step of the way. With features like the Model Context Protocol (MCP), Cline can extend its capabilities through custom tools tailored to your specific workflow, making it a versatile and indispensable tool for modern software development.

Top Features

  1. Create and edit files
  2. Execute terminal commands
  3. Use the browser for interactive debugging
  4. Monitor linter/compiler errors
  5. Support for multiple API providers
  6. Model Context Protocol (MCP) for custom tools
  7. Detailed API usage cost tracking
  8. Integration with VSCode shell
  9. File timeline for tracking changes
  10. Community and custom tool support

Simple Definition of Usecases

  1. A software developer uses Cline to automate the creation of new files and monitor linter errors in real-time, ensuring clean code without manual intervention.
  2. A web developer leverages Cline to execute terminal commands for deploying applications and managing databases, streamlining the deployment process.
  3. A DevOps engineer utilizes Cline to extend its capabilities with custom tools for managing AWS EC2 instances, automating server scaling based on metrics.
  4. A data scientist employs Cline to fetch and analyze data from various APIs, using the browser for interactive debugging and visualization.
  5. An AI researcher uses Cline to integrate the latest models from OpenRouter and Anthropic, experimenting with new AI capabilities in their development environment.

User Reviews

Evelyn Hart

Software Developer

★★★★★

"Cline has revolutionized the way I approach software development. Its ability to create and edit files while monitoring linter errors has saved me countless hours. The integration with VSCode is seamless, and the detailed API usage tracking keeps me informed of my spend. I highly recommend Cline to any developer looking to enhance their productivity."

Frequently Asked Questions

Q:

What is Cline?

A:
Cline is an AI assistant that integrates into your IDE to help with software development tasks, including creating/editing files, executing terminal commands, and using the browser for interactive debugging.
Q:

What does Cline do?

A:
Cline can create and edit files, execute terminal commands, use the browser for debugging, monitor linter/compiler errors, and extend its capabilities through custom tools using the Model Context Protocol (MCP).
Q:

How to use Cline in VSCode?

A:
To use Cline in VSCode, install the extension from the VS Marketplace, open the command palette with CMD/CTRL + Shift + P, and type 'Cline: Open In New Tab' to start using Cline side-by-side with your file explorer.
Q:

What to do if Cline is not responding?

A:
If Cline is not responding, ensure that the extension is properly installed and that you have granted the necessary permissions. You can also check the terminal output for any errors and restart VSCode if needed.
Q:

How to extend Cline's capabilities?

A:
You can extend Cline's capabilities by using the Model Context Protocol (MCP) to create custom tools tailored to your workflow. Simply ask Cline to 'add a tool' and follow the prompts to create and install the tool.
Q:

Does Cline support local models?

A:
Yes, Cline supports local models through LM Studio/Ollama, allowing you to use local AI models in your development environment.
Q:

Can Cline manage AWS EC2 instances?

A:
Yes, Cline can manage AWS EC2 instances by creating custom tools that check server metrics and scale instances up or down based on your needs.
Q:

How does Cline track API usage costs?

A:
Cline tracks API usage costs by monitoring the total tokens and API usage for the entire task loop and individual requests, providing detailed cost information every step of the way.

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