Fast LLM inference with Groq hardware.
## Groq MCP Server: Lightning-Fast LLM Inference The **Groq MCP Server** connects Google Antigravity to Groq's revolutionary Language Processing Units (LPUs). This integration delivers the fastest large language model inference available, with speeds exceeding 500 tokens per second. ### Why Groq MCP? Groq's LPU architecture redefines inference speed: - **Fastest Inference**: 500+ tokens/second output - **Consistent Latency**: Deterministic performance - **Open Models**: Llama, Mixtral, and more - **Cost Efficient**: Lower cost per token - **Antigravity Native**: Instant AI responses ### Key Features #### 1. Ultra-Fast Completions ```python from groq import Groq client = Groq() # Experience lightning-fast responses response = client.chat.completions.create( model="llama-3.1-70b-versatile", messages=[ {"role": "user", "content": "Write a Python function to validate email addresses"} ], max_tokens=1000 ) print(response.choices[0].message.content) # Response in milliseconds, not seconds ``` #### 2. Streaming at Speed ```python stream = client.chat.completions.create( model="mixtral-8x7b-32768", messages=[{"role": "user", "content": prompt}], stream=True ) for chunk in stream: content = chunk.choices[0].delta.content if content: print(content, end="", flush=True) ``` #### 3. JSON Mode ```python response = client.chat.completions.create( model="llama-3.1-70b-versatile", messages=[{ "role": "user", "content": "Extract entities from: John works at Google in NYC" }], response_format={"type": "json_object"} ) entities = json.loads(response.choices[0].message.content) ``` ### Configuration ```json { "mcpServers": { "groq": { "command": "npx", "args": ["-y", "@anthropic/mcp-groq"], "env": { "GROQ_API_KEY": "gsk_your_api_key" } } } } ``` ### Use Cases **Interactive Coding**: Get instant code suggestions and explanations without waiting for slow inference. **Real-Time Applications**: Build responsive chatbots and assistants that feel truly conversational. **High-Volume Processing**: Process large batches of text quickly for data extraction and analysis. The Groq MCP Server brings revolutionary inference speeds to Antigravity for demanding real-time applications.
{
"mcpServers": {
"groq": {}
}
}