How to Use the Fireworks AI MCP in Cline

Q: How does the embed tool help Cline navigate large codebases?

The embed tool creates vector representations of your code blocks. Cline uses these embeddings to perform semantic searches, helping the agent find relevant files even if you do not remember their exact names.

Q: How is my code and audio data secured when using Fireworks AI with Cline?

Your source code snippets sent to completion and audio files processed by transcribe are routed through this MCP server to an ephemeral Vinkius sandbox. No data is cached or used for training, ensuring your proprietary logic remains strictly confidential.

Give your Cline agent the speed of Fireworks AI to write code, generate images, and run semantic searches.

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Connect Fireworks AI MCP to Cline

Create your Vinkius account to connect Fireworks AI to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Fireworks AI with Cline

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Instant model mapping for Cline

The `list_models` tool provides your Cline agent with an instant directory of active Fireworks AI inference endpoints via the MCP connection. When Cline plans out a multi-file refactoring task, it queries this list to match the right open-source model to your specific budget and speed requirements. This means you never have to manually update model endpoints in your VS Code settings. Cline reads the available models directly from the server and configures its own environment on the fly.

High-speed code generation with this MCP Server

The `chat` tool executes rapid-fire code generation directly inside your active file editor. Cline uses this tool to write components, build test suites, and resolve syntax errors without making you wait for slow API roundtrips. For raw text processing, the `completion` tool handles straight text generation without chat formatting. Cline uses it to write documentation and commit messages, showing you the exact git diff before staging your changes.

Prototyping and audio processing inside Cline

The `image` tool lets Cline generate visual assets for your frontend components directly from your prompts. Your agent calls the tool, creates the graphic, and drops the asset into your public folder so you can see the results in real-time. If you prefer dictating your requirements, the `transcribe` tool converts your voice recordings into actionable code instructions. Meanwhile, the `embed` tool generates vector representations of your files, allowing Cline to run precise semantic searches across your workspace.

Setup guide

Set up Fireworks AI MCP in Cline

Prerequisites

VS Code with Cline extension installed
Active Vinkius subscription with a valid endpoint token

1

Open Cline MCP settings

Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
2

Add a remote server

Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type fireworks-ai-mcp. In the URL field, paste your Vinkius endpoint: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com.
3

Enable the server

After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
4

Start using tools

Return to the Cline chat and ask: "Check my latest Fireworks AI refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.

Cline MCP Settings

{
  "mcpServers": {
    "fireworks-ai-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Fireworks AI. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

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Real-time monitoring

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Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

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Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Fireworks AI MCP in Cline

Open the Cline sidebar and click the MCP icon. You can add the server with a single click from the marketplace or paste the Vinkius remote server URL directly into your settings file.

Yes. When you ask Cline to create a graphic, it invokes the `image` tool. The agent automatically saves the resulting file to your workspace and updates your HTML or React code to reference it.

The `embed` tool creates vector representations of your code blocks. Cline uses these embeddings to perform semantic searches, helping the agent find relevant files even if you do not remember their exact names.

It does. You can pass audio files to Cline, which then calls the `transcribe` tool to convert the speech into text instructions, allowing you to dictate code changes instead of typing them out.

Your source code snippets sent to `completion` and audio files processed by `transcribe` are routed through this MCP server to an ephemeral Vinkius sandbox. No data is cached or used for training, ensuring your proprietary logic remains strictly confidential.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript