Bring Llm Inference
to Windsurf

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.

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

How it works

1. Subscribe to this server
2. Enter your Fireworks AI API Key (found in your Fireworks Dashboard > API Keys)
3. Start managing your high-speed inference from Claude, Cursor, or any MCP-compatible client

Who is this for?

• AI Developers — test and debug LLM prompts and inference parameters without manual API testing
• Software Engineers — generate embeddings and index documents for semantic search directly from the IDE or chat
• Product Teams — monitor model availability and test generative AI features using natural language
• Data Scientists — evaluate different LLM and image models through natural conversation