
Connect Fireworks AI to ChatGPT, Claude and Gemini
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Run high-speed LLM workflows directly from your AI client.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 6 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 6 available through Fireworks AI.
- 01
Chat
Runs chat completions. This is your primary capability for conversational interaction with LLMs.
- 02
Completion
Handles text completions. Use this for prompt continuations or following specific instructions.
- 03
Embed
Generates vector embeddings for your text. Use this to build semantic search or RAG workflows.
04-06
3 capabilities in this set.
Part of 6 available through Fireworks AI.
- 04
List models
Retrieves the available model catalog. Use this to find specific model IDs and versions for your tasks.
- 05
Image
Creates images from text prompts. This capability triggers synchronous inference on Fireworks-hosted image models.
- 06
Transcribe
Converts audio to text. Provide a public URL to have speech models extract structural text.
Real work
What teams actually run
Rapid Prototyping
Test how different models respond to specific prompts without leaving your chat client.
RAG Development
Generate embeddings for text arrays to build out semantic search capabilities.
Content Creation
Generate images and text completions to build out creative assets.
Audio Transcription
Convert audio files to text by passing URLs to the transcription capability.
Automate a task
Put Fireworks AI to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Fireworks AI works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Fireworks AI to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
876ms average. Fast in production.
Fireworks AI is checked daily against the live service.
- Fastest day
- 707ms
- Slowest day
- 1127ms
- 14-day trend
- Stable0%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 6 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Fireworks AI, so you can see the experience inside your AI.
It does not authenticate your account with Fireworks AI. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Fireworks AI Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_33nPHbqnzL5Jr2rFXauiGpX7zKcr5MqsbV2Q6mSr/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Fireworks AI capabilities are ready to use.
{
"mcpServers": {
"fireworks-ai-mcp": {
"url": "https://edge.vinkius.com/vk_preview_33nPHbqnzL5Jr2rFXauiGpX7zKcr5MqsbV2Q6mSr/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Fireworks AI in Claude and other AIs
Who it's for
Built for the work Fireworks AI owners hand off.
This MCP is built for technical users who need to bridge the gap between raw inference and their development environment.
- 01
AI Developers
They use the MCP to test and debug LLM prompts and inference parameters through chat.
- 02
Software Engineers
They generate embeddings and index documents for semantic search directly from their IDE.
- 03
Data Scientists
They evaluate different LLM and image models via natural language conversations.
FAQ
Questions Fireworks AI owners ask.
- 01
How do I connect my Fireworks AI account?
You subscribe to the MCP on Vinkius and then enter your Fireworks AI API Key when prompted. Once connected, your AI client can immediately start using the capabilities.
- 02
Which AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, and Windsurf.
- 03
Can I use this for image generation?
Yes. The MCP includes an image capability that uses Fireworks-hosted models to create visuals from text prompts.
- 04
Does this MCP handle audio files?
Yes. You can use the transcribe capability by providing a public URL for the audio file you want to process.
- 05
Where do I find my Fireworks AI API key?
You can find your API keys in your Fireworks AI Dashboard under the API Keys section.
- 06
Can my agent perform semantic searches using Fireworks AI embeddings?
Yes. Use the 'embed' capability. Provide a JSON array of text strings, and the agent will retrieve multi-dimensional vector representations. You can then use these vectors to perform semantic similarity matches within your database.
- 07
How do I list all available LLM and image models via chat?
Use the 'list_models' capability. Your agent will enumerate the high-speed open-source and proprietary models hosted by Fireworks AI, providing the IDs and versions needed for your inference requests.
- 08
Can I generate high-fidelity images through the agent using Fireworks AI?
Absolutely. Use the 'image' capability. Provide your text prompt, and the agent will command synchronous inference against Fireworks-hosted image models to deliver high-quality visual content natively.
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Connect Fireworks AI to Claude, Cursor, ChatGPT & more
