MCP LLaMA

A Model Context Protocol (MCP) implementation with weather tools and LLaMA integration.

- Server:weather_mcp_server.py- Weather MCP server (MCP Server Guide)
- Client:mcp_client.py- Generic MCP client (MCP Client Guide)
- Agent:mcp_llama_agent.py- LLaMA-powered MCP agent

uv --directory src run weather_mcp_server.py

python src/mcp_client.py src/weather_mcp_server.py

{ "mcpServers": { "weather": { "command": "uv", "args": [ "--directory", "D:/prj/mcp_llama/src", "run", "weather_mcp_server.py" ] } } }

npx @modelcontextprotocol/inspector transport: STDIO command: uv args: --directory D:/prj/mcp_llama/src run weather_mcp_server.py Browser Tools tab

python src/mcp_client.py src/weather_mcp_server.py

Query: "with coordinates for new york, find what is the weather"

Response: Weather forecast with current conditions, tonight's forecast, and upcoming days with temperature and precipitation details.

Query: with coordinates for new york, find what is the weather 2025-06-29 19:37:42,473 - __main__ - INFO - Sending query to claude-3-5-sonnet-20241022 wiih message: [{'role': 'user', 'content': 'with coordinates for new york, find what is the weather'}] and available tools: [{'name': 'get_alerts', 'description': 'Get weather alerts for a US state.\n\n Args:\n state: Two-letter US state code (e.g. CA, NY)\n ', 'input_schema': {'properties': {'state': {'title': 'State', 'type':Query: with coordinates for new york, find what is the weather 2025-06-29 19:37:42,473 - __main__ - INFO - Sending query to claude-3-5-sonnet-20241022 wiih message: [{'role': 'user', 'content': 'with coordinates for new york, find what is the weather'}] and available tools: [{'name': 'get_alerts', 'description': 'Get weather alerts for a US state.\n\n Args:\n state: Two-letter US state code (e.g. CA, NY)\n ', 'input_schema': {'properties': {'state': {'title': 'State', 'type': 'string'}}, 'required': ['state'], 'title': 'get_alertsArguments', 'type': 'object'}}, {'name': 'get_forecast', 'description': 'Get weather forecast for a location.\n\n Args:\n latitude: Latitude of the location\n longitude: Longitude of the location\n ', 'input_schema': {'properties': {'latitude': {'title': 'Latitude', 'type': 'number'}, 'longitude': {'title': 'Longitude', 'type': 'number'}}, 'required': ['latitude', 'longitude'], 'title': 'get_forecastArguments', 'type': 'object'}}] 2025-06-29 19:37:46,287 - httpx - INFO - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK" 2025-06-29 19:37:50,164 - httpx - INFO - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK" Response: I'll help you get the weather forecast for New York City using its approximate coordinates. New York City's coordinates are approximately latitude 40.7128° N and longitude 74.0060° W (negative for western hemisphere). [Calling tool get_forecast with args {'latitude': 40.7128, 'longitude': -74.006}] Here's a summary of the weather forecast for New York City: - Currently this afternoon it's mostly sunny with a temperature of 88°F and light westerly winds - Tonight will be mostly clear with a low of 72°F - Tomorrow (Monday) will be partly sunny with a high of 82°F and a slight chance of showers/thunderstorms in the late afternoon - Tuesday brings a higher chance of showers and thunderstorms with a high of 85°F Would you like me to check if there are any weather alerts for New York state as well? Query: with coordinates for new york, find what is the weather 2025-06-29 19:37:42,473 - __main__ - INFO - Sending query to claude-3-5-sonnet-20241022 wiih message: [{'role': 'user', 'content': 'with coordinates for new york, find what is the weather'}] and available tools: [{'name': 'get_alerts', 'description': 'Get weather alerts for a US state.\n\n Args:\n state: Two-letter US state code (e.g. CA, NY)\n ', 'input_schema': {'properties': {'state': {'title': 'State', 'type': 'string'}}, 'required': ['state'], 'title': 'get_alertsArguments', 'type': 'object'}}, {'name': 'get_forecast', 'description': 'Get weather forecast for a location.\n\n Args:\n latitude: Latitude of the location\n longitude: Longitude of the location\n ', 'input_schema': {'properties': {'latitude': {'title': 'Latitude', 'type': 'number'}, 'longitude': {'title': 'Longitude', 'type': 'number'}}, 'required': ['latitude', 'longitude'], 'title': 'get_forecastArguments', 'type': 'object'}}] 2025-06-29 19:37:46,287 - httpx - INFO - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK" 2025-06-29 19:37:50,164 - httpx - INFO - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK" Response: I'll help you get the weather forecast for New York City using its approximate coordinates. New York City's coordinates are approximately latitude 40.7128° N and longitude 74.0060° W (negative for western hemisphere). [Calling tool get_forecast with args {'latitude': 40.7128, 'longitude': -74.006}] Here's a summary of the weather forecast for New York City: - Currently this afternoon it's mostly sunny with a temperature of 88°F and light westerly winds - Tonight will be mostly clear with a low of 72°F - Tomorrow (Monday) will be partly sunny with a high of 82°F and a slight chance of showers/thunderstorms in the late afternoon - Tuesday brings a higher chance of showers and thunderstorms with a high of 85°F Would you like me to check if there are any weather alerts for New York state as well? 'string'}}, 'required': ['state'], 'title': 'get_alertsArguments', 'type': 'object'}}, {'name': 'get_forecast', 'description': 'Get weather forecast for a location.\n\n Args:\n latitude: Latitude of the location\n longitude: Longitude of the location\n ', 'input_schema': {'properties': {'latitude': {'title': 'Latitude', 'type': 'number'}, 'longitude': {'title': 'Longitude', 'type': 'number'}}, 'required': ['latitude', 'longitude'], 'title': 'get_forecastArguments', 'type': 'object'}}] 2025-06-29 19:37:46,287 - httpx - INFO - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK" 2025-06-29 19:37:50,164 - httpx - INFO - HTTP Request: POST https://api.anthropic.com/v1/messages "HTTP/1.1 200 OK" Response: I'll help you get the weather forecast for New York City using its approximate coordinates. New York City's coordinates are approximately latitude 40.7128° N and longitude 74.0060° W (negative for western hemisphere). [Calling tool get_forecast with args {'latitude': 40.7128, 'longitude': -74.006}] Here's a summary of the weather forecast for New York City: - Currently this afternoon it's mostly sunny with a temperature of 88°F and light westerly winds - Tonight will be mostly clear with a low of 72°F - Tomorrow (Monday) will be partly sunny with a high of 82°F and a slight chance of showers/thunderstorms in the late afternoon - Tuesday brings a higher chance of showers and thunderstorms with a high of 85°F Would you like me to check if there are any weather alerts for New York state as well?

This is a web browser that enables your coding agent, such as Claude Code, to visit websites on your behalf and assist you in identifying bugs or creating UI test cases.

Access 27 developer API tools in Claude Code — IP lookup, SSL check, WHOIS, weather, DNS, domain expiry, and more.

A starter project with setup instructions and example MCP servers, including a weather server.

Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language.

next-devtools-mcp is a MCP server that provides Next.js development tools and utilities for AI coding assistants like Claude and Cursor.

Word search, crossword, and sudoku generator MCP server with printable PDF worksheets, themed word banks, and verifiable LLM evals. Local-first, from the makers of puzzletide.com.

AI traffic control plane (chaos governor): Redis prompt replay, compliant web ingest, SSO org ledger, Agent Shell. BYOK OpenAI-compatible ingress. Cursor optional; MCP is a compatibility client.

A demonstration server for ActionKit, providing access to Slack actions via Claude Desktop.

An open-source MCP server that integrates with Google's Gemini AI. Requires a Google Gemini API key.