├── .python-version ├── test.py ├── .gitignore ├── mcp_config.json ├── pyproject.toml ├── LICENSE ├── mcp_handler.py ├── README.md ├── main.py └── uv.lock /.python-version: -------------------------------------------------------------------------------- 1 | 3.10 2 | -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- 1 | import datetime 2 | 3 | print(datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")) -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Python-generated files 2 | __pycache__/ 3 | *.py[oc] 4 | build/ 5 | dist/ 6 | wheels/ 7 | *.egg-info 8 | 9 | # Virtual environments 10 | .venv 11 | .env 12 | -------------------------------------------------------------------------------- /mcp_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "mcpServers": { 3 | "sysinfo": { 4 | "command": "uv", 5 | "args": [ 6 | "--directory", 7 | "D:\\WorksOfGreatness\\mcp-sysinfo", 8 | "run", 9 | "sysinfo.py" 10 | ] 11 | } 12 | } 13 | } -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [project] 2 | name = "gemini-live-mcp" 3 | version = "0.1.0" 4 | description = "Add your description here" 5 | readme = "README.md" 6 | requires-python = ">=3.10" 7 | dependencies = [ 8 | "exceptiongroup>=1.2.2", 9 | "google-genai>=1.8.0", 10 | "mcp[cli]>=1.6.0", 11 | "mss>=10.0.0", 12 | "opencv-python>=4.11.0.86", 13 | "pillow>=11.1.0", 14 | "pyaudio>=0.2.14", 15 | "python-dotenv>=1.1.0", 16 | "taskgroup>=0.2.2", 17 | ] 18 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2025 Allen Bijo 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /mcp_handler.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | from typing import Optional 3 | from contextlib import AsyncExitStack 4 | 5 | from mcp import ClientSession, StdioServerParameters 6 | from mcp.client.stdio import stdio_client 7 | 8 | import json 9 | 10 | 11 | class MCPClient: 12 | def __init__(self): 13 | # Initialize session and client objects 14 | self.session: Optional[ClientSession] = None 15 | self.exit_stack = AsyncExitStack() 16 | 17 | self.messages = [] 18 | 19 | async def connect_to_server(self): 20 | """ 21 | Connect to all MCP servers 22 | """ 23 | with open('mcp_config.json') as f: 24 | mcp_servers = json.load(f)['mcpServers'] 25 | 26 | server='sysinfo' 27 | 28 | server_params = StdioServerParameters( 29 | command=mcp_servers[server]['command'], 30 | args=mcp_servers[server]['args'], 31 | env=None 32 | ) 33 | 34 | stdio_transport = await self.exit_stack.enter_async_context(stdio_client(server_params)) 35 | self.stdio, self.write = stdio_transport 36 | self.session = await self.exit_stack.enter_async_context(ClientSession(self.stdio, self.write)) 37 | await self.session.initialize() 38 | 39 | 40 | # List available tools 41 | response = await self.session.list_tools() 42 | tools = response.tools 43 | 44 | # available_tools = [{ 45 | # "name": tool.name, 46 | # "description": tool.description, 47 | # "input_schema": tool.inputSchema 48 | # } for tool in response.tools] 49 | 50 | print("\nConnected to server with tools:", [tool.name for tool in tools]) 51 | 52 | 53 | if __name__ == "__main__": 54 | asyncio.run(main()) -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Gemini Live MCP 2 | 3 | Gemini Live MCP is an MCP client that utilizes the Gemini Live API to enable voice-based interaction with Gemini. Additionally, it now supports adding MCP servers for extended functionality. 4 | 5 | ## Features 6 | - Voice-based interaction with Gemini via the Gemini Live API 7 | - Support for multiple MCP servers 8 | 9 | ## Installation 10 | 11 | 1. **Clone the repository**: 12 | ```sh 13 | git clone https://github.com/allenbijo/gemini-live-mcp.git 14 | cd gemini-live-mcp 15 | ``` 16 | 17 | 2. **Set up environment variables**: 18 | Create a `.env` file in the project root and add your Google API key: 19 | ``` 20 | GOOGLE_API_KEY=your_google_api_key_here 21 | ``` 22 | 23 | 3. **Create MCP configuration file**: 24 | Define your MCP servers by creating a `mcp_config.json` file in the project root. 25 | Example structure: 26 | ```json 27 | { 28 | "mcpServers": { 29 | "sysinfo": { 30 | "command": "uv", 31 | "args": [ 32 | "--directory", 33 | "D:\\WorksOfGreatness\\mcp-sysinfo", 34 | "run", 35 | "sysinfo.py" 36 | ] 37 | } 38 | } 39 | } 40 | ``` 41 | 42 | ## Usage 43 | 44 | Run the application using the following command: 45 | ```sh 46 | uv run main.py --mode=none 47 | # mode can be none, camera, screen 48 | ``` 49 | 50 | ### Modes 51 | - `none`: Runs without any visual interface. 52 | - `screen`: Displays results on the screen. 53 | - `camera`: Uses the camera for interaction. 54 | 55 | ## License 56 | This project is licensed under the MIT License. 57 | 58 | ## Contributing 59 | Feel free to submit issues or pull requests to improve the project. 60 | 61 | ## Contact 62 | For questions or support, reach out via [GitHub Issues](https://github.com/allenbijo/gemini-live-mcp/issues). 63 | 64 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | # Copyright 2025 Google LLC 3 | # 4 | # Licensed under the Apache License, Version 2.0 (the "License"); 5 | # you may not use this file except in compliance with the License. 6 | # You may obtain a copy of the License at 7 | # 8 | # http://www.apache.org/licenses/LICENSE-2.0 9 | # 10 | # Unless required by applicable law or agreed to in writing, software 11 | # distributed under the License is distributed on an "AS IS" BASIS, 12 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 | # See the License for the specific language governing permissions and 14 | # limitations under the License. 15 | 16 | 17 | import asyncio 18 | import base64 19 | import io 20 | import os 21 | import sys 22 | import traceback 23 | 24 | import cv2 25 | import pyaudio 26 | import PIL.Image 27 | import mss 28 | 29 | import argparse 30 | from dotenv import load_dotenv 31 | 32 | from google import genai 33 | from google.genai import types 34 | 35 | from mcp_handler import MCPClient 36 | 37 | load_dotenv() 38 | 39 | if sys.version_info < (3, 11, 0): 40 | import taskgroup, exceptiongroup 41 | 42 | asyncio.TaskGroup = taskgroup.TaskGroup 43 | asyncio.ExceptionGroup = exceptiongroup.ExceptionGroup 44 | 45 | FORMAT = pyaudio.paInt16 46 | CHANNELS = 1 47 | SEND_SAMPLE_RATE = 16000 48 | RECEIVE_SAMPLE_RATE = 24000 49 | CHUNK_SIZE = 1024 50 | 51 | MODEL = "models/gemini-2.0-flash-exp" 52 | 53 | DEFAULT_MODE = "camera" 54 | 55 | client = genai.Client(http_options={"api_version": "v1alpha"}) 56 | 57 | # While Gemini 2.0 Flash is in experimental preview mode, only one of AUDIO or 58 | # TEXT may be passed here. 59 | # CONFIG = {"tools": tools, "response_modalities": ["AUDIO"]} 60 | 61 | pya = pyaudio.PyAudio() 62 | 63 | 64 | class AudioLoop: 65 | def __init__(self, video_mode=DEFAULT_MODE): 66 | self.video_mode = video_mode 67 | 68 | self.audio_in_queue = None 69 | self.out_queue = None 70 | 71 | self.session = None 72 | 73 | self.send_text_task = None 74 | self.receive_audio_task = None 75 | self.play_audio_task = None 76 | 77 | self.mcp_client = MCPClient() 78 | 79 | async def send_text(self): 80 | while True: 81 | text = await asyncio.to_thread( 82 | input, 83 | "message > ", 84 | ) 85 | if text.lower() == "q": 86 | break 87 | await self.session.send(input=text or ".", end_of_turn=True) 88 | 89 | def handle_server_content(self, server_content): 90 | model_turn = server_content.model_turn 91 | if model_turn: 92 | for part in model_turn.parts: 93 | executable_code = part.executable_code 94 | if executable_code is not None: 95 | print('-------------------------------') 96 | print(f'``` python\n{executable_code.code}\n```') 97 | print('-------------------------------') 98 | 99 | code_execution_result = part.code_execution_result 100 | if code_execution_result is not None: 101 | print('-------------------------------') 102 | print(f'```\n{code_execution_result.output}\n```') 103 | print('-------------------------------') 104 | 105 | grounding_metadata = getattr(server_content, 'grounding_metadata', None) 106 | if grounding_metadata is not None: 107 | print(grounding_metadata.search_entry_point.rendered_content) 108 | 109 | return 110 | 111 | async def handle_tool_call(self, tool_call): 112 | for fc in tool_call.function_calls: 113 | result = await self.mcp_client.session.call_tool( 114 | name=fc.name, 115 | arguments=fc.args, 116 | ) 117 | print(result) 118 | tool_response = types.LiveClientToolResponse( 119 | function_responses=[types.FunctionResponse( 120 | name=fc.name, 121 | id=fc.id, 122 | response={'result':result}, 123 | )] 124 | ) 125 | 126 | print('\n>>> ', tool_response) 127 | await self.session.send(input=tool_response) 128 | 129 | def _get_frame(self, cap): 130 | # Read the frameq 131 | ret, frame = cap.read() 132 | # Check if the frame was read successfully 133 | if not ret: 134 | return None 135 | # Fix: Convert BGR to RGB color space 136 | # OpenCV captures in BGR but PIL expects RGB format 137 | # This prevents the blue tint in the video feed 138 | frame_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB) 139 | img = PIL.Image.fromarray(frame_rgb) # Now using RGB frame 140 | img.thumbnail([1024, 1024]) 141 | 142 | image_io = io.BytesIO() 143 | img.save(image_io, format="jpeg") 144 | image_io.seek(0) 145 | 146 | mime_type = "image/jpeg" 147 | image_bytes = image_io.read() 148 | return {"mime_type": mime_type, "data": base64.b64encode(image_bytes).decode()} 149 | 150 | async def get_frames(self): 151 | # This takes about a second, and will block the whole program 152 | # causing the audio pipeline to overflow if you don't to_thread it. 153 | cap = await asyncio.to_thread( 154 | cv2.VideoCapture, 0 155 | ) # 0 represents the default camera 156 | 157 | while True: 158 | frame = await asyncio.to_thread(self._get_frame, cap) 159 | if frame is None: 160 | break 161 | 162 | await asyncio.sleep(1.0) 163 | 164 | await self.out_queue.put(frame) 165 | 166 | # Release the VideoCapture object 167 | cap.release() 168 | 169 | def _get_screen(self): 170 | sct = mss.mss() 171 | monitor = sct.monitors[0] 172 | 173 | i = sct.grab(monitor) 174 | 175 | mime_type = "image/jpeg" 176 | image_bytes = mss.tools.to_png(i.rgb, i.size) 177 | img = PIL.Image.open(io.BytesIO(image_bytes)) 178 | 179 | image_io = io.BytesIO() 180 | img.save(image_io, format="jpeg") 181 | image_io.seek(0) 182 | 183 | image_bytes = image_io.read() 184 | return {"mime_type": mime_type, "data": base64.b64encode(image_bytes).decode()} 185 | 186 | async def get_screen(self): 187 | 188 | while True: 189 | frame = await asyncio.to_thread(self._get_screen) 190 | if frame is None: 191 | break 192 | 193 | await asyncio.sleep(1.0) 194 | 195 | await self.out_queue.put(frame) 196 | 197 | async def send_realtime(self): 198 | while True: 199 | msg = await self.out_queue.get() 200 | await self.session.send(input=msg) 201 | 202 | async def listen_audio(self): 203 | mic_info = pya.get_default_input_device_info() 204 | print('Microphone:', mic_info['name']) 205 | self.audio_stream = await asyncio.to_thread( 206 | pya.open, 207 | format=FORMAT, 208 | channels=CHANNELS, 209 | rate=SEND_SAMPLE_RATE, 210 | input=True, 211 | input_device_index=mic_info["index"], 212 | frames_per_buffer=CHUNK_SIZE, 213 | ) 214 | if __debug__: 215 | kwargs = {"exception_on_overflow": False} 216 | else: 217 | kwargs = {} 218 | while True: 219 | data = await asyncio.to_thread(self.audio_stream.read, CHUNK_SIZE, **kwargs) 220 | await self.out_queue.put({"data": data, "mime_type": "audio/pcm"}) 221 | 222 | async def receive_audio(self): 223 | "Background task to reads from the websocket and write pcm chunks to the output queue" 224 | while True: 225 | turn = self.session.receive() 226 | async for response in turn: 227 | if data := response.data: 228 | self.audio_in_queue.put_nowait(data) 229 | continue 230 | if text := response.text: 231 | print(text, end="") 232 | 233 | server_content = response.server_content 234 | if server_content is not None: 235 | self.handle_server_content(server_content) 236 | continue 237 | 238 | tool_call = response.tool_call 239 | if tool_call is not None: 240 | await self.handle_tool_call(tool_call) 241 | 242 | # If you interrupt the model, it sends a turn_complete. 243 | # For interruptions to work, we need to stop playback. 244 | # So empty out the audio queue because it may have loaded 245 | # much more audio than has played yet. 246 | while not self.audio_in_queue.empty(): 247 | self.audio_in_queue.get_nowait() 248 | 249 | async def play_audio(self): 250 | stream = await asyncio.to_thread( 251 | pya.open, 252 | format=FORMAT, 253 | channels=CHANNELS, 254 | rate=RECEIVE_SAMPLE_RATE, 255 | output=True, 256 | ) 257 | while True: 258 | bytestream = await self.audio_in_queue.get() 259 | await asyncio.to_thread(stream.write, bytestream) 260 | 261 | async def run(self): 262 | await self.mcp_client.connect_to_server() 263 | available_tools = await self.mcp_client.session.list_tools() 264 | 265 | functional_tools = [] 266 | for tool in available_tools.tools: 267 | tool_desc = { 268 | "name": tool.name, 269 | "description": tool.description 270 | } 271 | if tool.inputSchema["properties"]: 272 | tool_desc["parameters"] = { 273 | "type": tool.inputSchema["type"], 274 | "properties": {}, 275 | } 276 | for param in tool.inputSchema["properties"]: 277 | tool_desc["parameters"]["properties"][param] = { 278 | "type": tool.inputSchema["properties"][param]["type"], 279 | "description": "", 280 | } 281 | 282 | if "required" in tool.inputSchema: 283 | tool_desc["parameters"]["required"] = tool.inputSchema["required"] 284 | 285 | functional_tools.append(tool_desc) 286 | print(functional_tools) 287 | tools = [ 288 | { 289 | 'function_declarations': functional_tools, 290 | 'code_execution': {}, 291 | 'google_search': {}, 292 | }, 293 | ] 294 | 295 | CONFIG = {"tools": tools, "response_modalities": ["AUDIO"]} 296 | 297 | try: 298 | async with ( 299 | client.aio.live.connect(model=MODEL, config=CONFIG) as session, 300 | asyncio.TaskGroup() as tg, 301 | ): 302 | self.session = session 303 | 304 | self.audio_in_queue = asyncio.Queue() 305 | self.out_queue = asyncio.Queue(maxsize=5) 306 | 307 | send_text_task = tg.create_task(self.send_text()) 308 | tg.create_task(self.send_realtime()) 309 | tg.create_task(self.listen_audio()) 310 | if self.video_mode == "camera": 311 | tg.create_task(self.get_frames()) 312 | elif self.video_mode == "screen": 313 | tg.create_task(self.get_screen()) 314 | 315 | tg.create_task(self.receive_audio()) 316 | tg.create_task(self.play_audio()) 317 | 318 | await send_text_task 319 | raise asyncio.CancelledError("User requested exit") 320 | 321 | except asyncio.CancelledError: 322 | pass 323 | except asyncio.ExceptionGroup as EG: 324 | self.audio_stream.close() 325 | traceback.print_exception(EG) 326 | 327 | 328 | if __name__ == "__main__": 329 | parser = argparse.ArgumentParser() 330 | parser.add_argument( 331 | "--mode", 332 | type=str, 333 | default=DEFAULT_MODE, 334 | help="pixels to stream from", 335 | choices=["camera", "screen", "none"], 336 | ) 337 | args = parser.parse_args() 338 | main = 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