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Cline

Freemium

Open-source autonomous coding agent for VS Code — executes multi-step tasks with human-in-the-loop approval

ToolChaseTC Score: 4.4/5Last verified: April 2026

What is Cline?

Cline (formerly Claude Dev) is an open-source autonomous coding agent that runs as a VS Code extension with over 1 million installs. Unlike simple code completion tools, Cline acts as a full development agent: it can create and edit files across your project, run terminal commands, install dependencies, execute test suites, and even interact with a browser to verify UI changes — all within your existing VS Code environment without switching to a different IDE.

What distinguishes Cline from other AI coding agents is its human-in-the-loop approval system. Before every file edit, terminal command execution, or API call, Cline shows you a diff-based preview of exactly what it plans to do and waits for your explicit approval. This gives you the power of autonomous multi-step task execution with the safety of full control over your codebase. You can also configure auto-approval for specific action types once you trust the workflow — for example, auto-approving read operations while requiring manual approval for file writes and terminal commands.

Cline supports virtually any LLM through its bring-your-own-API-key model. You can connect it to Claude 3.5/3.7 Sonnet or Opus (Anthropic), GPT-4o (OpenAI), Gemini (Google), DeepSeek R1, AWS Bedrock, Azure OpenAI, or locally running models through Ollama and LM Studio — switching between providers with a single configuration change. You can even use your Claude Max subscription directly in Cline. The most popular choice among Cline users is Claude Sonnet for its strong balance of coding quality and cost, though budget-conscious developers often use DeepSeek R1 at significantly lower token prices.

The extension also supports MCP (Model Context Protocol) for extending Cline with custom tools. Through MCP servers, you can give Cline access to databases, REST APIs, documentation systems, web services, and other external resources — turning it into a highly customizable development automation platform. This is particularly powerful for teams that need the agent to interact with internal tools and services.

Cline offers team and enterprise plans alongside the free open-source extension. Cline Teams provides centralized billing and management ($20/user/month, first 10 seats free). Cline Enterprise adds JetBrains extension support, SSO, SCIM provisioning, audit logs, VPC deployments, SLA guarantees, and dedicated support for organizations that need enterprise-grade security and compliance. Typical individual developer costs range from $25-$70/month for API usage, though free experimental models and local models can bring the cost to near zero.

⚡ Quick Verdict

Best for

Developers who want an autonomous coding agent in VS Code with full model flexibility and open-source transparency

Not ideal for

Developers who want a managed, opinionated experience without API key setup

Starting price

Free (open-source) + BYOK API costs (~$25-70/mo typical) / Teams $20/user/mo / Enterprise custom

Free plan

Yes

Key strength

Open-source with any-model support and human-in-the-loop approval

Biggest limitation

Bring-your-own-API-key means managing costs and configuration yourself

Bottom line: Cline scores 4.4/5 — Developers who want an autonomous coding agent in VS Code with full model flexibility and open-source transparency.

Cline Pricing

Cline itself is free and open-source. You pay only for AI model usage through your API provider:

  • Individual (Free) — Open-source extension, no subscription. Bring your own API key. Pay only for tokens used at your provider's rates.
  • Teams ($20/user/month) — Centralized billing, team management dashboard, usage analytics. First 10 seats are always free.
  • Enterprise (Custom) — JetBrains extension, SSO, OIDC, SCIM provisioning, audit logs, VPC deployments, SLA, OpenTelemetry, dedicated support.

Typical API costs by model:

  • Claude 3.5/3.7 Sonnet: $3.00/$15.00 per 1M tokens — ~$25-70/month typical
  • DeepSeek R1: $0.65/$2.19 per 1M tokens — ~$5-20/month typical
  • Gemini 2.0 Pro Exp: $0.00 per 1M tokens — free (experimental)
  • Local models (Ollama/LM Studio): near-zero cost (hardware only)

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Key Features

  • Autonomous multi-step task execution within VS Code
  • Human-in-the-loop — diff-based preview and approval for every action
  • File creation, editing, and deletion across your entire project
  • Terminal command execution (install deps, run tests, build, deploy)
  • Browser automation for UI testing, debugging, and research
  • Supports any AI model via API key (Claude, GPT-4o, Gemini, DeepSeek, local)
  • MCP (Model Context Protocol) server support for extending with custom tools
  • Auto-approve mode for trusted action types
  • Plan/Act mode for separating planning from execution
  • Claude Max subscription integration for unlimited usage
  • AWS Bedrock and Azure OpenAI support for enterprise model access
  • Local model support via Ollama and LM Studio for zero-cloud operation
  • Context-aware — reads project files, understands codebase structure
  • Open-source (Apache 2.0) — full code transparency and community contributions

Pros & Cons

Pros

  • Free and open-source — no subscription, no vendor lock-in
  • Human-in-the-loop gives full control without sacrificing agent autonomy
  • Works with any AI model including local ones for complete privacy
  • 1M+ VS Code installs — largest open-source coding agent community
  • MCP support enables custom tool integrations (databases, APIs, services)
  • Stays in VS Code — no IDE switch required unlike Cursor or Windsurf
  • Plan/Act mode separates thinking from execution for complex tasks
  • Claude Max subscription integration for predictable monthly costs

Cons

  • API costs can add up quickly on complex multi-step tasks ($2-8+ per session)
  • Requires setting up your own API key — not plug-and-play for beginners
  • Output quality depends heavily on which AI model you choose and configure
  • Can be slower than purpose-built agents (Cursor, Claude Code) on large tasks
  • No built-in model routing or automatic fallback between providers

Best For

Developers who want an autonomous coding agent in VS Code with full model flexibility and open-source transparency

✅ Pricing verified May 2026✅ Independently reviewed✅ No affiliate relationship See scoring methodology

FAQ

What is Cline?

Cline (formerly Claude Dev) is an open-source autonomous coding agent that runs as a VS Code extension with over 1 million installs. It creates and edits files, runs terminal commands, browses the web, and executes multi-step development tasks with your approval at each step. It supports any LLM through bring-your-own-API-key, including Claude, GPT-4o, Gemini, DeepSeek, and local models.

Is Cline free? How much does it cost per month?

The Cline extension is completely free and open-source. You pay only for AI API calls through your chosen provider. Typical monthly costs are $25-70 with Claude Sonnet, $5-20 with DeepSeek R1, or near-zero with free experimental models or local models via Ollama. Teams plan is $20/user/month with first 10 seats free. Enterprise pricing is custom.

Cline vs Cursor — which should I use?

Cline is a VS Code extension (stays in your existing VS Code setup). Cursor is a separate IDE (VS Code fork). Cline is cheaper (pay only API costs, no subscription). Cursor is more polished with better UX and built-in model routing. Choose Cline for flexibility, budget control, and staying in VS Code. Choose Cursor for the most refined, all-in-one AI coding experience.

What AI models does Cline support?

Cline supports virtually any LLM: Claude 3.5/3.7 Sonnet and Opus (Anthropic), GPT-4o (OpenAI), Gemini (Google), DeepSeek R1, AWS Bedrock, Azure OpenAI, and local models through Ollama and LM Studio. You can also use your Claude Max subscription directly. Switch between providers with a single configuration change.

Is Cline safe? Does it modify files without permission?

Yes, Cline is safe. It shows you a diff-based preview of every proposed file edit, terminal command, and browser action before execution and requires your explicit approval. You can configure auto-approval for trusted action types. The extension is fully open-source (Apache 2.0) so the code is fully inspectable. Your code stays local — only the context you send via API leaves your machine.

What is MCP support in Cline?

MCP (Model Context Protocol) allows Cline to connect to external tools and data sources through a standardized interface. You can extend Cline with custom MCP servers for databases, REST APIs, documentation systems, web services, and other external resources — turning it into a highly customizable development automation platform that goes far beyond basic file editing.

Can I use Cline with local models for privacy?

Yes. Cline supports local models through Ollama and LM Studio, enabling completely private, zero-cloud coding assistance at near-zero ongoing cost. Performance depends on your hardware and model choice. Local models are typically less capable than cloud models like Claude Sonnet for complex tasks, but they provide full data privacy for sensitive codebases.

Cline vs Claude Code — what is the difference?

Cline is a VS Code extension with a GUI interface and human-in-the-loop approval for each action. Claude Code is Anthropic's official CLI-based coding agent that runs in the terminal. Cline supports any model (bring your own API key). Claude Code only works with Claude models. Choose Cline for VS Code integration, model flexibility, and visual diffs. Choose Claude Code for terminal-first workflows with deep Anthropic integration.

What is Plan/Act mode?

Plan/Act mode separates the planning phase from the execution phase. In Plan mode, Cline analyzes the task and outlines a step-by-step approach without making any changes. In Act mode, it executes the plan with your approval at each step. This is useful for complex tasks where you want to review the strategy before any code is modified, and it can reduce token usage by avoiding unnecessary back-and-forth.

Does Cline have a Teams or Enterprise plan?

Yes. Cline Teams ($20/user/month, first 10 seats free) provides centralized billing, team management dashboard, and usage analytics. Cline Enterprise adds JetBrains extension support, SSO, OIDC, SCIM provisioning, audit logs, VPC deployments, SLA guarantees, OpenTelemetry integration, and dedicated priority support. Contact Cline sales for Enterprise pricing.

🔄 Alternatives by use case

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📋 Good to know

Setup

Install from VS Code Marketplace (search "Cline"). Add your API key from Anthropic, OpenAI, Google, or configure a local model endpoint (Ollama/LM Studio). Open the Cline sidebar panel and describe your task in natural language. The agent begins working with your approval at each step.

Privacy & Data

Fully open-source (Apache 2.0) — your code stays local on your machine. Only the context you explicitly send via API calls leaves your machine. For maximum privacy, use local models via Ollama or LM Studio for completely air-gapped operation with zero cloud dependencies.

When to upgrade

The free individual tier handles most solo developer workflows. Consider Cline Teams ($20/user/month, first 10 seats free) when you need centralized billing and team management. Enterprise is for organizations needing SSO, audit logs, VPC deployments, and SLA guarantees.

Learning curve

Low to moderate. VS Code users adapt within minutes. The main skills are writing clear task descriptions, understanding when to approve vs reject proposed changes, and choosing the right AI model for your budget and quality needs. Plan/Act mode helps manage complex tasks.

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