Fireworks AI

Fireworks AI MCP Connector for Claude

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Empower LLM applications via Fireworks AI — perform ultra-fast chat completions, generate embeddings and images, and transcribe audio directly from any AI agent.

6 tools Official Updated Jun 28, 2026 Official Vinkius Partner

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
llm-inferencegenerative-aiembeddingsmodel-deploymenthigh-performance-apiai-orchestration

6 tools expose this connector's capabilities to your AI agent.

embed

Generate embeddings using Fireworks AI

list_models

List Fireworks AI models

image

Generate an image using Fireworks AI

chat

Chat completion using Fireworks AI

completion

Text completion using Fireworks AI

transcribe

Transcribe audio via Fireworks AI

See how to talk to your AI agent using Fireworks AI.

Chat with 'llama-v3-70b': 'Explain quantum entanglement simply.'

Inference complete! Llama-v3 response: 'Quantum entanglement is a phenomenon where two or more particles become connected in such a way that the state of one particle instantly influences the state of the other, regardless of the distance between them...'

Generate embeddings for these sentences: ['AI is great', 'MCP is powerful']

Embeddings synthesized! I've retrieved the vector representations for your 2 sentences. You can now use these arrays for semantic search or indexing in your vector database.

Generate an image of a cybernetic forest at night

Image generation started! I'm using Fireworks AI inference to create your cybernetic forest visual. The high-fidelity result will be ready for you to view in just a few seconds.

Yes. Use the 'embed' tool. 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.

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