An MCP server for weather information updating this value now.
Example servers and clients for the Model Context Protocol (MCP), in five languages. These are companion examples for two official tutorials:
Each example lives in its own directory with its own README covering prerequisites, setup, and how to run it:
| Language | Weather server (MCP server) | Chatbot (MCP client) |
|---|---|---|
| Python | weather-server-python | mcp-client-python |
| TypeScript | weather-server-typescript | mcp-client-typescript |
| Go | weather-server-go | mcp-client-go |
| Rust | weather-server-rust | mcp-client-rust |
| Ruby | weather-server-ruby | mcp-client-ruby |
All servers communicate over stdio and expose the same two tools: get_forecast and get_alerts (or get-forecast and get-alerts in TypeScript).
All clients launch a server, list its tools, and start an interactive chat loop in which Claude can call those tools. The Python, TypeScript, and Ruby clients take a path to a server script; the Go and Rust clients take the command to run, plus any arguments.
Note: These example clients need an ANTHROPIC_API_KEY to operate. Without a key, each client still connects and lists the server's tools before exiting, so you can verify the MCP wiring without credentials.
You can mix and match across languages: for example, the Python client can drive the TypeScript server. Each client's README lists which server launch forms it supports.
The tests directory contains the smoke tests that run in CI against these examples. See tests/README.md for how they work.
Each example only needs its own language toolchain. To work across the whole repository (for example, to run the smoke tests) you need:
./tests/smoke-test.sh
The smoke tests verify that every server starts and answers MCP requests (including validating structured tool results against the schemas each tool advertises), and that the Python, TypeScript, and Ruby clients can connect to a mock server and list tools. They run automatically on every pull request via GitHub Actions.
Contributions are welcome. To submit a change:
main../tests/smoke-test.sh and make sure it passes.main describing what changed and why.A few conventions to follow, in line with the broader Model Context Protocol contributing guidelines:
These examples are intentionally minimal. If you expose an MCP server over a network (HTTP/SSE/WebSocket), add authentication and basic hardening (CORS allowlist, request size limits, timeouts, rate limits, and log redaction). See SECURITY.md.
The MCP project is transitioning from the MIT License to Apache-2.0. New code contributions are licensed under Apache-2.0, and documentation (excluding specifications) under CC-BY-4.0. Earlier contributions whose authors have not consented to relicensing remain under the MIT License. See LICENSE for the full terms.
Source-derived launch command. Check the maintainer’s required arguments and credentials before running:
npx -y @eudoroolivares/mcp-weather-serverMerge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.
{
"mcpServers": {
"io-github-eudoroolivares2016-weather": {
"command": "npx",
"args": [
"-y",
"@eudoroolivares/mcp-weather-server"
]
}
}
}Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.
Claude Desktop setup reference@eudoroolivares/mcp-weather-servernpmio.github.eudoroolivares2016/weather works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.~/.cursor/mcp.jsonRestart Cursor for changes to take effect..vscode/mcp.jsonReload VS Code window for changes to take effect.~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect..mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.