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Coding Open Source
Cline
Open-source autonomous coding agent that runs inside VS Code.
Our take
Best open-source alternative to paid coding agents — you control the model and cost.
What it is
Cline is a VS Code extension that turns the editor into an autonomous coding agent. It can create/edit files, run terminal commands, browse the web, and chain many steps together. Because it is open-source and bring-your-own-key, you control which model it uses and where the data goes.
Best for
- Long, multi-step coding tasks inside VS Code
- Prototype a feature end-to-end from a one-line prompt
- Browser + terminal + editor in one agent loop
Pros
- Fully open-source (Apache-2.0) and self-hostable
- Works with any frontier model via API keys
- Native VS Code integration
Cons
- BYOK means you pay model providers directly — costs add up
- Quality varies a lot with model choice
Quick start
- Open VS Code → Extensions (Cmd/Ctrl+Shift+X) → search "Cline" → install.
- Click the Cline robot icon in the sidebar → choose API Provider (OpenRouter, Anthropic, OpenAI, Bedrock, etc.) and paste your key.
- Tip: OpenRouter gives one key that works across every model, including Claude Sonnet and free models — easier for testing.
- Type a task in Cline's chat box (e.g. "Add a /health endpoint to this Express app") and approve each step in the diff view.
- Optional: `npm i -g cline` to also get the CLI for headless use.
Sample input / output
Input
"Refactor this Express server to use async/await everywhere, add input validation with Zod, and add a Vitest suite covering the POST /users route." Output
Modified 5 files:
src/routes/users.ts (async/await conversion, +Zod schema, +18 lines)
src/middleware/validate.ts (new)
src/server.ts (apply middleware)
src/routes/__tests__/users.test.ts (new — 4 test cases)
package.json (added zod, vitest)
12/12 tests pass. Linter clean. Cline produced 1 commit per file with sensible messages. Benchmarks
GitHub stars 35,000+ — github.com/cline/cline, 2026
Supported API providers 12+ (OpenRouter, Anthropic, OpenAI, Bedrock, Azure, Vertex, Cerebras, Groq, ...)
First-party MCP client Native, can create + install new MCP servers on the fly
Pricing
Free extension; bring your own API keys
Underlying models
Should you pick this?
Pick it if You want an open-source, BYOK autonomous agent living inside your existing VS Code — no new editor to learn, full control over which model and which costs.
Skip it if You want zero setup or a managed experience — Copilot or Cursor (with sensible defaults out of the box) will get you running faster.