Configuration Reference

Server Configuration

Basic Options

Option	Description	Default
--host	Server host address	127.0.0.1
--port	Server port	8000
--max-tokens	Default max tokens	32768
--max-request-tokens	Maximum max_tokens accepted from API clients	32768
--default-temperature	Default temperature when not specified in request	None
--default-top-p	Default top_p when not specified in request	None
--default-chat-template-kwargs	Default chat template kwargs used when request chat_template_kwargs is omitted (JSON object)	None

Security Options

Option	Description	Default
--api-key	API key for authentication	None
--rate-limit	Requests per minute per client (0 = disabled)	0
--timeout	Request timeout in seconds	300
--enable-metrics	Expose Prometheus metrics on /metrics	false
--max-audio-upload-mb	Maximum uploaded audio size for /v1/audio/transcriptions	25
--max-tts-input-chars	Maximum text length accepted by /v1/audio/speech	4096

Batching Options

Option	Description	Default
--continuous-batching	Enable batching	false
--stream-interval	Tokens per stream chunk	1
--max-num-seqs	Max concurrent sequences	256

Cache Options

Option	Description	Default
--cache-memory-mb	Cache memory limit in MB	Auto
--cache-memory-percent	Fraction of RAM for cache	0.20
--no-memory-aware-cache	Use legacy entry-count cache	false
--use-paged-cache	Enable paged KV cache	false
--paged-cache-block-size	Tokens per block	64
--max-cache-blocks	Maximum blocks	1000

Tool Calling Options

Option	Description	Default
--enable-auto-tool-choice	Enable automatic tool calling	false
--tool-call-parser	Tool call parser (see Tool Calling)	None

Reasoning Options

Option	Description	Default
--reasoning-parser	Parser for reasoning models (qwen3, deepseek_r1)	None

Embedding Options

Option	Description	Default
--embedding-model	Pre-load an embedding model at startup	None

MCP Options

Option	Description	Default
--mcp-config	Path to MCP config file	None

MCP Configuration

Create mcp.json:

{
  "mcpServers": {
    "server-name": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-name", "arg1"],
      "env": {
        "ENV_VAR": "value"
      }
    }
  }
}

MCP Server Options

Field	Description	Required
command	Executable command	Yes
args	Command arguments	Yes
env	Environment variables	No

API Request Options

Chat Completions

Parameter	Description	Default
model	Model name	Required
messages	Chat messages	Required
max_tokens	Max tokens to generate	256
temperature	Sampling temperature	Model default
top_p	Nucleus sampling	Model default
stream	Enable streaming	true
stop	Stop sequences	None
tools	Tool definitions	None
response_format	Output format (json_object, json_schema)	None

Multimodal Options

Parameter	Description	Default
video_fps	Frames per second	2.0
video_max_frames	Max frames	32

Environment Variables

Variable	Description
VLLM_MLX_TEST_MODEL	Default model for tests
HF_TOKEN	HuggingFace authentication token
OPENAI_API_KEY	Set to any value for SDK compatibility

Example Configurations

Development (Single User)

vllm-mlx serve mlx-community/Llama-3.2-3B-Instruct-4bit

Production (Multiple Users)

vllm-mlx serve mlx-community/Qwen3-0.6B-8bit \
  --continuous-batching \
  --use-paged-cache \
  --api-key your-secret-key \
  --rate-limit 60 \
  --port 8000

With Tool Calling

vllm-mlx serve mlx-community/Devstral-Small-2507-4bit \
  --enable-auto-tool-choice \
  --tool-call-parser mistral \
  --continuous-batching

With MCP Tools

vllm-mlx serve mlx-community/Qwen3-4B-4bit \
  --mcp-config mcp.json \
  --enable-auto-tool-choice \
  --tool-call-parser qwen \
  --continuous-batching

Reasoning Model

vllm-mlx serve mlx-community/Qwen3-8B-4bit \
  --reasoning-parser qwen3 \
  --continuous-batching

With Embeddings

vllm-mlx serve mlx-community/Qwen3-4B-4bit \
  --embedding-model mlx-community/multilingual-e5-small-mlx \
  --continuous-batching

High Throughput

vllm-mlx serve mlx-community/Qwen3-0.6B-8bit \
  --continuous-batching \
  --stream-interval 5 \
  --max-num-seqs 256