Fireworks AI MCP Server for Windsurf 6 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Fireworks AI through the Vinkius and Cascade will auto-discover every tool — ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Fireworks AI and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"fireworks-ai": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Fireworks AI MCP Server
Connect your Fireworks AI account to any AI agent and take full control of your generative AI inference and high-speed LLM workflows through natural conversation.
Windsurf's Cascade agent chains multiple Fireworks AI tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 6 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Agentic Chat Orchestration — Commands the backend orchestrating absolute explicit strings sending chat messages seamlessly against ultra-fast LLMs hosted on Fireworks AI
- Semantic Embedding Synthesis — Acquire multi-dimensional vector representations for absolute arrays of input strings to perform semantic search and RAG limitlessly
- High-Speed Text Completion — Generate basic textual completions for instructions or prompt continuations utilizing state-of-the-art open-source and proprietary models
- Visual Content Generation — Create high-fidelity images efficiently from text prompts by commanding synchronous inference against Fireworks-hosted image models
- Speech-to-Text Transcription — Transcribe audio files by passing public URLs to be processed by elite speech models, extracting structural textual strings flawlessly
- Model Discovery — Enumerate the list of high-speed models available to retrieve specific model IDs and versions for precise active inference boundaries natively
- Inference Auditing — Monitor model names and capabilities to ensure your AI agents are utilizing the most efficient architectural instances securely
The Fireworks AI MCP Server exposes 6 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Fireworks AI to Windsurf via MCP
Follow these steps to integrate the Fireworks AI MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Fireworks AI
Open Cascade and ask: "Using Fireworks AI, help me..." — 6 tools available
Why Use Windsurf with the Fireworks AI MCP Server
Windsurf provides unique advantages when paired with Fireworks AI through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows — Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 6 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Fireworks AI + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Fireworks AI MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Fireworks AI and generate models, types, or handlers based on real API responses
Live debugging: query Fireworks AI tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Fireworks AI and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Fireworks AI data with Cascade's code generation to scaffold entire features in minutes
Fireworks AI MCP Tools for Windsurf (6)
These 6 tools become available when you connect Fireworks AI to Windsurf via MCP:
chat
Chat completion using Fireworks AI
completion
Text completion using Fireworks AI
embed
Generate embeddings using Fireworks AI
image
Generate an image using Fireworks AI
list_models
List Fireworks AI models
transcribe
Transcribe audio via Fireworks AI
Example Prompts for Fireworks AI in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Fireworks AI immediately.
"Chat with 'llama-v3-70b': 'Explain quantum entanglement simply.'"
"Generate embeddings for these sentences: ['AI is great', 'MCP is powerful']"
"Generate an image of a cybernetic forest at night"
Troubleshooting Fireworks AI MCP Server with Windsurf
Common issues when connecting Fireworks AI to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Fireworks AI + Windsurf FAQ
Common questions about integrating Fireworks AI MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Fireworks AI with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Fireworks AI to Windsurf
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.