Cline (including the Roo Code fork) is the most powerful open-source AI coding agent for VS Code. It can execute commands, create files, and write code autonomously. Paired with DeepSeek V3, it's an unbeatable value champion.
Method 1: Native DeepSeek (Recommended)
Cline now natively supports DeepSeek.
- Open Settings: Click the Cline icon in VS Code -> Gear icon.
- API Provider: Select DeepSeek.
- API Key: Enter your DeepSeek Key (
sk-xxxx). - Model:
deepseek-chat(V3) is recommended.- Note: You can manually type
deepseek-reasonerfor R1, but the agentic loop often confuses the reasoning model, leading to loops. V3 is safer.
- Note: You can manually type
Method 2: Local Models (Ollama)
To use local DeepSeek R1 Distill models with Cline:
- Run Ollama:
ollama run deepseek-r1:14b - Config Cline:
- API Provider: Select Ollama.
- Base URL:
http://localhost:11434 - Model: Select the model you just pulled (e.g.,
deepseek-r1:14b).
Why Cline + DeepSeek?
- Function Calling: DeepSeek V3 excels at tool use, which is critical for Cline's file system operations.
- Cost Efficiency: Autonomous agents burn through tokens fast. DeepSeek's low pricing makes this sustainable for heavy workloads.
FAQ
Q: Agent gets stuck? A: DeepSeek V3 supports 64k context, but Cline might have internal limits. Enable "Cache Prompt" (if available) to save costs and improve context management.
Q: Rate Limits? A: Official API can be busy. Use SiliconFlow via the OpenAI Compatible provider for higher throughput.
- Base URL:
https://api.siliconflow.cn/v1 - Model:
deepseek-ai/DeepSeek-V3

