Upload folder using huggingface_hub

.gitattributes

@@ -1,35 +1,3 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
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-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+Cargo.lock linguist-generated=true
+package-lock.json linguist-generated=true
+uv.lock linguist-generated=true

.github/workflows/claude.yml

@@ -0,0 +1,72 @@
+name: Claude Code
+
+on:
+  issue_comment:
+    types: [created]
+  pull_request_review_comment:
+    types: [created]
+  issues:
+    types: [opened, assigned]
+  pull_request_review:
+    types: [submitted]
+
+jobs:
+  claude:
+    if: |
+      (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@claude')) ||
+      (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '@claude')) ||
+      (github.event_name == 'pull_request_review' && contains(github.event.review.body, '@claude')) ||
+      (github.event_name == 'issues' && (contains(github.event.issue.body, '@claude') || contains(github.event.issue.title, '@claude')))
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      pull-requests: read
+      issues: read
+      id-token: write
+      actions: read # Required for Claude to read CI results on PRs
+    steps:
+      - name: Check repository permissions
+        run: |
+          # Check if user has at least triage rights on the repository
+          PERMISSION=$(gh api "repos/${{ github.repository }}/collaborators/${{ github.actor }}/permission" -q '.permission' 2>/dev/null)
+
+          case "$PERMISSION" in
+            admin|maintain|push|triage)
+              echo "✓ User has $PERMISSION rights on the repository"
+              exit 0
+              ;;
+            pull)
+              echo "✗ User only has pull (read-only) rights"
+              exit 1
+              ;;
+            *)
+              echo "✗ User does not have sufficient permissions"
+              exit 1
+              ;;
+          esac
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 1
+
+      - name: Run Claude Code
+        id: claude
+        uses: anthropics/claude-code-action@v1
+        with:
+          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+
+          # This is an optional setting that allows Claude to read CI results on PRs
+          additional_permissions: |
+            actions: read
+
+          # Optional: Give a custom prompt to Claude. If this is not specified, Claude will perform the instructions specified in the comment that tagged it.
+          # prompt: 'Update the pull request description to include a summary of changes.'
+
+          # Optional: Add claude_args to customize behavior and configuration
+          # See https://github.com/anthropics/claude-code-action/blob/main/docs/usage.md
+          # or https://docs.claude.com/en/docs/claude-code/cli-reference for available options
+          # claude_args: '--allowed-tools Bash(gh pr:*)'
+

.gitignore

@@ -0,0 +1,24 @@
+build/
+
+# Node-generated files
+node_modules/
+
+# Python-generated files
+__pycache__/
+*.py[oc]
+dist/
+wheels/
+*.egg-info
+
+# Virtual environments
+.venv
+
+# Environment variables file
+.env
+
+# Rust-generated files
+debug
+target
+
+# JetBrains IDEs
+.idea

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025 Model Context Protocol
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -0,0 +1,5 @@
+# Quickstart Resources
+
+A repository of servers and clients from the following Model Context Protocol tutorials:
+- [Quickstart](https://modelcontextprotocol.io/quickstart) – a simple MCP weather server
+- [Building MCP clients](https://modelcontextprotocol.io/tutorials/building-a-client) – an LLM-powered chatbot MCP client

mcp-client-python/.env.example

@@ -0,0 +1 @@
+ANTHROPIC_API_KEY=

mcp-client-python/.python-version

@@ -0,0 +1 @@
+3.10

mcp-client-python/README.md

@@ -0,0 +1,3 @@
+# An LLM-Powered Chatbot MCP Client written in Python
+
+See the [Building MCP clients](https://modelcontextprotocol.io/tutorials/building-a-client) tutorial for more information.

mcp-client-python/client.py

@@ -0,0 +1,139 @@
+import asyncio
+from contextlib import AsyncExitStack
+from pathlib import Path
+
+from anthropic import Anthropic
+from dotenv import load_dotenv
+from mcp import ClientSession, StdioServerParameters
+from mcp.client.stdio import stdio_client
+
+load_dotenv()  # load environment variables from .env
+
+# Claude model constant
+ANTHROPIC_MODEL = "claude-sonnet-4-5"
+
+
+class MCPClient:
+    def __init__(self):
+        # Initialize session and client objects
+        self.session: ClientSession | None = None
+        self.exit_stack = AsyncExitStack()
+        self.anthropic = Anthropic()
+
+    async def connect_to_server(self, server_script_path: str):
+        """Connect to an MCP server
+
+        Args:
+            server_script_path: Path to the server script (.py or .js)
+        """
+        is_python = server_script_path.endswith(".py")
+        is_js = server_script_path.endswith(".js")
+        if not (is_python or is_js):
+            raise ValueError("Server script must be a .py or .js file")
+
+        if is_python:
+            path = Path(server_script_path).resolve()
+            server_params = StdioServerParameters(
+                command="uv",
+                args=["--directory", str(path.parent), "run", path.name],
+                env=None,
+            )
+        else:
+            server_params = StdioServerParameters(command="node", args=[server_script_path], env=None)
+
+        stdio_transport = await self.exit_stack.enter_async_context(stdio_client(server_params))
+        self.stdio, self.write = stdio_transport
+        self.session = await self.exit_stack.enter_async_context(ClientSession(self.stdio, self.write))
+
+        await self.session.initialize()
+
+        # List available tools
+        response = await self.session.list_tools()
+        tools = response.tools
+        print("\nConnected to server with tools:", [tool.name for tool in tools])
+
+    async def process_query(self, query: str) -> str:
+        """Process a query using Claude and available tools"""
+        messages = [{"role": "user", "content": query}]
+
+        response = await self.session.list_tools()
+        available_tools = [
+            {"name": tool.name, "description": tool.description, "input_schema": tool.inputSchema}
+            for tool in response.tools
+        ]
+
+        # Initial Claude API call
+        response = self.anthropic.messages.create(
+            model=ANTHROPIC_MODEL, max_tokens=1000, messages=messages, tools=available_tools
+        )
+
+        # Process response and handle tool calls
+        final_text = []
+
+        for content in response.content:
+            if content.type == "text":
+                final_text.append(content.text)
+            elif content.type == "tool_use":
+                tool_name = content.name
+                tool_args = content.input
+
+                # Execute tool call
+                result = await self.session.call_tool(tool_name, tool_args)
+                final_text.append(f"[Calling tool {tool_name} with args {tool_args}]")
+
+                # Continue conversation with tool results
+                if hasattr(content, "text") and content.text:
+                    messages.append({"role": "assistant", "content": content.text})
+                messages.append({"role": "user", "content": result.content})
+
+                # Get next response from Claude
+                response = self.anthropic.messages.create(
+                    model=ANTHROPIC_MODEL,
+                    max_tokens=1000,
+                    messages=messages,
+                )
+
+                final_text.append(response.content[0].text)
+
+        return "\n".join(final_text)
+
+    async def chat_loop(self):
+        """Run an interactive chat loop"""
+        print("\nMCP Client Started!")
+        print("Type your queries or 'quit' to exit.")
+
+        while True:
+            try:
+                query = input("\nQuery: ").strip()
+
+                if query.lower() == "quit":
+                    break
+
+                response = await self.process_query(query)
+                print("\n" + response)
+
+            except Exception as e:
+                print(f"\nError: {str(e)}")
+
+    async def cleanup(self):
+        """Clean up resources"""
+        await self.exit_stack.aclose()
+
+
+async def main():
+    if len(sys.argv) < 2:
+        print("Usage: python client.py <path_to_server_script>")
+        sys.exit(1)
+
+    client = MCPClient()
+    try:
+        await client.connect_to_server(sys.argv[1])
+        await client.chat_loop()
+    finally:
+        await client.cleanup()
+
+
+if __name__ == "__main__":
+    import sys
+
+    asyncio.run(main())

mcp-client-python/pyproject.toml

@@ -0,0 +1,42 @@
+[project]
+name = "mcp-client"
+version = "0.1.0"
+description = "A simple MCP client"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "anthropic>=0.72.0",
+    "mcp>=1.21.0",
+    "python-dotenv>=1.2.1",
+]
+
+[dependency-groups]
+dev = [
+    "ruff>=0.14.9",
+]
+
+[tool.ruff]
+line-length = 120
+target-version = "py310"
+extend-exclude = ["README.md"]
+
+[tool.ruff.lint]
+select = [
+    "C4",   # flake8-comprehensions
+    "C90",  # mccabe
+    "E",    # pycodestyle
+    "F",    # pyflakes
+    "I",    # isort
+    "PERF", # Perflint
+    "PL",   # Pylint
+    "UP",   # pyupgrade
+]
+ignore = ["PERF203", "PLC0415", "PLR0402"]
+mccabe.max-complexity = 24 # Default is 10
+
+[tool.ruff.lint.pylint]
+allow-magic-value-types = ["bytes", "float", "int", "str"]
+max-args = 23                                              # Default is 5
+max-branches = 23                                          # Default is 12
+max-returns = 13                                           # Default is 6
+max-statements = 102                                       # Default is 50

mcp-client-typescript/.env.example

@@ -0,0 +1 @@
+ANTHROPIC_API_KEY=

mcp-client-typescript/.gitignore

@@ -0,0 +1,3 @@
+/build
+/node_modules
+.env

mcp-client-typescript/README.md

@@ -0,0 +1,3 @@
+# An LLM-Powered Chatbot MCP Client written in TypeScript
+
+See the [Building MCP clients](https://modelcontextprotocol.io/tutorials/building-a-client) tutorial for more information.

mcp-client-typescript/index.ts

@@ -0,0 +1,196 @@
+import { Anthropic } from "@anthropic-ai/sdk";
+import {
+  MessageParam,
+  Tool,
+} from "@anthropic-ai/sdk/resources/messages/messages.mjs";
+
+import { Client } from "@modelcontextprotocol/sdk/client/index.js";
+import { StdioClientTransport } from "@modelcontextprotocol/sdk/client/stdio.js";
+import readline from "readline/promises";
+
+import dotenv from "dotenv";
+
+dotenv.config(); // load environment variables from .env
+
+const ANTHROPIC_MODEL = "claude-sonnet-4-5";
+const ANTHROPIC_API_KEY = process.env.ANTHROPIC_API_KEY;
+if (!ANTHROPIC_API_KEY) {
+  throw new Error("ANTHROPIC_API_KEY is not set");
+}
+
+class MCPClient {
+  private mcp: Client;
+  private anthropic: Anthropic;
+  private transport: StdioClientTransport | null = null;
+  private tools: Tool[] = [];
+
+  constructor() {
+    // Initialize Anthropic client and MCP client
+    this.anthropic = new Anthropic({
+      apiKey: ANTHROPIC_API_KEY,
+    });
+    this.mcp = new Client({ name: "mcp-client-cli", version: "1.0.0" });
+  }
+
+  async connectToServer(serverScriptPath: string) {
+    /**
+     * Connect to an MCP server
+     *
+     * @param serverScriptPath - Path to the server script (.py or .js)
+     */
+    try {
+      // Determine script type and appropriate command
+      const isJs = serverScriptPath.endsWith(".js");
+      const isPy = serverScriptPath.endsWith(".py");
+      if (!isJs && !isPy) {
+        throw new Error("Server script must be a .js or .py file");
+      }
+      const command = isPy
+        ? process.platform === "win32"
+          ? "python"
+          : "python3"
+        : process.execPath;
+
+      // Initialize transport and connect to server
+      this.transport = new StdioClientTransport({
+        command,
+        args: [serverScriptPath],
+      });
+      await this.mcp.connect(this.transport);
+
+      // List available tools
+      const toolsResult = await this.mcp.listTools();
+      this.tools = toolsResult.tools.map((tool) => {
+        return {
+          name: tool.name,
+          description: tool.description,
+          input_schema: tool.inputSchema,
+        };
+      });
+      console.log(
+        "Connected to server with tools:",
+        this.tools.map(({ name }) => name),
+      );
+    } catch (e) {
+      console.log("Failed to connect to MCP server: ", e);
+      throw e;
+    }
+  }
+
+  async processQuery(query: string) {
+    /**
+     * Process a query using Claude and available tools
+     *
+     * @param query - The user's input query
+     * @returns Processed response as a string
+     */
+    const messages: MessageParam[] = [
+      {
+        role: "user",
+        content: query,
+      },
+    ];
+
+    // Initial Claude API call
+    const response = await this.anthropic.messages.create({
+      model: ANTHROPIC_MODEL,
+      max_tokens: 1000,
+      messages,
+      tools: this.tools,
+    });
+
+    // Process response and handle tool calls
+    const finalText = [];
+
+    for (const content of response.content) {
+      if (content.type === "text") {
+        finalText.push(content.text);
+      } else if (content.type === "tool_use") {
+        // Execute tool call
+        const toolName = content.name;
+        const toolArgs = content.input as { [x: string]: unknown } | undefined;
+
+        const result = await this.mcp.callTool({
+          name: toolName,
+          arguments: toolArgs,
+        });
+        finalText.push(
+          `[Calling tool ${toolName} with args ${JSON.stringify(toolArgs)}]`,
+        );
+
+        // Continue conversation with tool results
+        messages.push({
+          role: "user",
+          content: result.content as string,
+        });
+
+        // Get next response from Claude
+        const response = await this.anthropic.messages.create({
+          model: ANTHROPIC_MODEL,
+          max_tokens: 1000,
+          messages,
+        });
+
+        finalText.push(
+          response.content[0].type === "text" ? response.content[0].text : "",
+        );
+      }
+    }
+
+    return finalText.join("\n");
+  }
+
+  async chatLoop() {
+    /**
+     * Run an interactive chat loop
+     */
+    const rl = readline.createInterface({
+      input: process.stdin,
+      output: process.stdout,
+    });
+
+    try {
+      console.log("\nMCP Client Started!");
+      console.log("Type your queries or 'quit' to exit.");
+
+      while (true) {
+        const message = await rl.question("\nQuery: ");
+        if (message.toLowerCase() === "quit") {
+          break;
+        }
+        const response = await this.processQuery(message);
+        console.log("\n" + response);
+      }
+    } finally {
+      rl.close();
+    }
+  }
+
+  async cleanup() {
+    /**
+     * Clean up resources
+     */
+    await this.mcp.close();
+  }
+}
+
+async function main() {
+  if (process.argv.length < 3) {
+    console.log("Usage: node build/index.js <path_to_server_script>");
+    return;
+  }
+  const mcpClient = new MCPClient();
+  try {
+    await mcpClient.connectToServer(process.argv[2]);
+    await mcpClient.chatLoop();
+  } catch (e) {
+    console.error("Error:", e);
+    await mcpClient.cleanup();
+    process.exit(1);
+  } finally {
+    await mcpClient.cleanup();
+    process.exit(0);
+  }
+}
+
+main();

mcp-client-typescript/package-lock.json

@@ -0,0 +1,1505 @@
+{
+  "name": "mcp-client-typescript",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "mcp-client-typescript",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "@anthropic-ai/sdk": "^0.36.3",
+        "@modelcontextprotocol/sdk": "^1.25.2",
+        "dotenv": "^16.4.7"
+      },
+      "devDependencies": {
+        "@types/node": "^22.13.4",
+        "typescript": "^5.7.3"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.36.3",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.36.3.tgz",
+      "integrity": "sha512-+c0mMLxL/17yFZ4P5+U6bTWiCSFZUKJddrv01ud2aFBWnTPLdRncYV76D3q1tqfnL7aCnhRtykFnoCFzvr4U3Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "^18.11.18",
+        "@types/node-fetch": "^2.6.4",
+        "abort-controller": "^3.0.0",
+        "agentkeepalive": "^4.2.1",
+        "form-data-encoder": "1.7.2",
+        "formdata-node": "^4.3.2",
+        "node-fetch": "^2.6.7"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk/node_modules/@types/node": {
+      "version": "18.19.76",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.76.tgz",
+      "integrity": "sha512-yvR7Q9LdPz2vGpmpJX5LolrgRdWvB67MJKDPSgIIzpFbaf9a1j/f5DnLp5VDyHGMR0QZHlTr1afsD87QCXFHKw==",
+      "license": "MIT",
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk/node_modules/undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==",
+      "license": "MIT"
+    },
+    "node_modules/@hono/node-server": {
+      "version": "1.19.7",
+      "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-1.19.7.tgz",
+      "integrity": "sha512-vUcD0uauS7EU2caukW8z5lJKtoGMokxNbJtBiwHgpqxEXokaHCBkQUmCHhjFB1VUTWdqj25QoMkMKzgjq+uhrw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.14.1"
+      },
+      "peerDependencies": {
+        "hono": "^4"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk": {
+      "version": "1.25.2",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.25.2.tgz",
+      "integrity": "sha512-LZFeo4F9M5qOhC/Uc1aQSrBHxMrvxett+9KLHt7OhcExtoiRN9DKgbZffMP/nxjutWDQpfMDfP3nkHI4X9ijww==",
+      "license": "MIT",
+      "dependencies": {
+        "@hono/node-server": "^1.19.7",
+        "ajv": "^8.17.1",
+        "ajv-formats": "^3.0.1",
+        "content-type": "^1.0.5",
+        "cors": "^2.8.5",
+        "cross-spawn": "^7.0.5",
+        "eventsource": "^3.0.2",
+        "eventsource-parser": "^3.0.0",
+        "express": "^5.0.1",
+        "express-rate-limit": "^7.5.0",
+        "jose": "^6.1.1",
+        "json-schema-typed": "^8.0.2",
+        "pkce-challenge": "^5.0.0",
+        "raw-body": "^3.0.0",
+        "zod": "^3.25 || ^4.0",
+        "zod-to-json-schema": "^3.25.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@cfworker/json-schema": "^4.1.1",
+        "zod": "^3.25 || ^4.0"
+      },
+      "peerDependenciesMeta": {
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+}

mcp-client-typescript/package.json

@@ -0,0 +1,25 @@
+{
+  "name": "mcp-client-typescript",
+  "version": "1.0.0",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1",
+    "build": "tsc && node -e \"require('fs').chmodSync('build/index.js', '755')\""
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "type": "module",
+  "dependencies": {
+    "@anthropic-ai/sdk": "^0.36.3",
+    "@modelcontextprotocol/sdk": "^1.25.2",
+    "dotenv": "^16.4.7"
+  },
+  "devDependencies": {
+    "@types/node": "^22.13.4",
+    "typescript": "^5.7.3"
+  },
+  "engines": {
+    "node": ">=16.0.0"
+  }
+}

mcp-client-typescript/tsconfig.json

@@ -0,0 +1,15 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "Node16",
+    "moduleResolution": "Node16",
+    "outDir": "./build",
+    "rootDir": "./",
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true
+  },
+  "include": ["index.ts"],
+  "exclude": ["node_modules"]
+}

weather-server-python/.python-version

@@ -0,0 +1 @@
+3.10

weather-server-python/README.md

@@ -0,0 +1,3 @@
+# A Simple MCP Weather Server written in Python
+
+See the [Quickstart](https://modelcontextprotocol.io/quickstart) tutorial for more information.

weather-server-python/pyproject.toml

@@ -0,0 +1,48 @@
+[project]
+name = "weather"
+version = "0.1.0"
+description = "A simple MCP weather server"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "httpx>=0.28.1",
+    "mcp[cli]>=1.21.0",
+]
+
+[build-system]
+requires = [ "hatchling",]
+build-backend = "hatchling.build"
+
+[dependency-groups]
+dev = [
+    "ruff>=0.14.8",
+]
+
+[project.scripts]
+weather = "weather:main"
+
+[tool.ruff]
+line-length = 120
+target-version = "py310"
+extend-exclude = ["README.md"]
+
+[tool.ruff.lint]
+select = [
+    "C4",   # flake8-comprehensions
+    "C90",  # mccabe
+    "E",    # pycodestyle
+    "F",    # pyflakes
+    "I",    # isort
+    "PERF", # Perflint
+    "PL",   # Pylint
+    "UP",   # pyupgrade
+]
+ignore = ["PERF203", "PLC0415", "PLR0402"]
+mccabe.max-complexity = 24 # Default is 10
+
+[tool.ruff.lint.pylint]
+allow-magic-value-types = ["bytes", "float", "int", "str"]
+max-args = 23                                              # Default is 5
+max-branches = 23                                          # Default is 12
+max-returns = 13                                           # Default is 6
+max-statements = 102                                       # Default is 50

weather-server-python/weather.py

@@ -0,0 +1,101 @@
+from typing import Any
+
+import httpx
+from mcp.server.fastmcp import FastMCP
+
+# Initialize FastMCP server
+mcp = FastMCP("weather")
+
+# Constants
+NWS_API_BASE = "https://api.weather.gov"
+USER_AGENT = "weather-app/1.0"
+
+
+async def make_nws_request(url: str) -> dict[str, Any] | None:
+    """Make a request to the NWS API with proper error handling."""
+    headers = {"User-Agent": USER_AGENT, "Accept": "application/geo+json"}
+    async with httpx.AsyncClient() as client:
+        try:
+            response = await client.get(url, headers=headers, timeout=30.0)
+            response.raise_for_status()
+            return response.json()
+        except Exception:
+            return None
+
+
+def format_alert(feature: dict) -> str:
+    """Format an alert feature into a readable string."""
+    props = feature["properties"]
+    return f"""
+Event: {props.get("event", "Unknown")}
+Area: {props.get("areaDesc", "Unknown")}
+Severity: {props.get("severity", "Unknown")}
+Description: {props.get("description", "No description available")}
+Instructions: {props.get("instruction", "No specific instructions provided")}
+"""
+
+
+@mcp.tool()
+async def get_alerts(state: str) -> str:
+    """Get weather alerts for a US state.
+
+    Args:
+        state: Two-letter US state code (e.g. CA, NY)
+    """
+    url = f"{NWS_API_BASE}/alerts/active/area/{state}"
+    data = await make_nws_request(url)
+
+    if not data or "features" not in data:
+        return "Unable to fetch alerts or no alerts found."
+
+    if not data["features"]:
+        return "No active alerts for this state."
+
+    alerts = [format_alert(feature) for feature in data["features"]]
+    return "\n---\n".join(alerts)
+
+
+@mcp.tool()
+async def get_forecast(latitude: float, longitude: float) -> str:
+    """Get weather forecast for a location.
+
+    Args:
+        latitude: Latitude of the location
+        longitude: Longitude of the location
+    """
+    # First get the forecast grid endpoint
+    points_url = f"{NWS_API_BASE}/points/{latitude},{longitude}"
+    points_data = await make_nws_request(points_url)
+
+    if not points_data:
+        return "Unable to fetch forecast data for this location."
+
+    # Get the forecast URL from the points response
+    forecast_url = points_data["properties"]["forecast"]
+    forecast_data = await make_nws_request(forecast_url)
+
+    if not forecast_data:
+        return "Unable to fetch detailed forecast."
+
+    # Format the periods into a readable forecast
+    periods = forecast_data["properties"]["periods"]
+    forecasts = []
+    for period in periods[:5]:  # Only show next 5 periods
+        forecast = f"""
+{period["name"]}:
+Temperature: {period["temperature"]}°{period["temperatureUnit"]}
+Wind: {period["windSpeed"]} {period["windDirection"]}
+Forecast: {period["detailedForecast"]}
+"""
+        forecasts.append(forecast)
+
+    return "\n---\n".join(forecasts)
+
+
+def main():
+    # Initialize and run the server
+    mcp.run(transport="stdio")
+
+
+if __name__ == "__main__":
+    main()

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weather-server-rust/Cargo.toml

@@ -0,0 +1,14 @@
+[package]
+name = "weather"
+version = "0.1.0"
+edition = "2024"
+
+[dependencies]
+rmcp = { version = "0.3", features = ["server", "macros", "transport-io"] }
+tokio = { version = "1.46", features = ["full"] }
+reqwest = { version = "0.12", features = ["json"] }
+serde = { version = "1.0", features = ["derive"] }
+serde_json = "1.0"
+anyhow = "1.0"
+tracing = "0.1"
+tracing-subscriber = { version = "0.3", features = ["env-filter", "std", "fmt"] }

weather-server-rust/README.md

@@ -0,0 +1,3 @@
+# A Simple MCP Weather Server written in Rust
+
+See the [Quickstart](https://modelcontextprotocol.io/quickstart) tutorial for more information.

weather-server-rust/src/main.rs

@@ -0,0 +1,206 @@
+use anyhow::Result;
+use rmcp::{
+    ServerHandler, ServiceExt,
+    handler::server::{router::tool::ToolRouter, tool::Parameters},
+    model::*,
+    schemars, tool, tool_handler, tool_router,
+};
+use serde::Deserialize;
+use serde::de::DeserializeOwned;
+
+const NWS_API_BASE: &str = "https://api.weather.gov";
+const USER_AGENT: &str = "weather-app/1.0";
+
+#[derive(Debug, Deserialize)]
+struct AlertsResponse {
+    features: Vec<AlertFeature>,
+}
+
+#[derive(Debug, Deserialize)]
+struct AlertFeature {
+    properties: AlertProperties,
+}
+
+#[derive(Debug, Deserialize)]
+struct AlertProperties {
+    event: Option<String>,
+    #[serde(rename = "areaDesc")]
+    area_desc: Option<String>,
+    severity: Option<String>,
+    description: Option<String>,
+    instruction: Option<String>,
+}
+
+#[derive(Debug, Deserialize)]
+struct PointsResponse {
+    properties: PointsProperties,
+}
+
+#[derive(Debug, Deserialize)]
+struct PointsProperties {
+    forecast: String,
+}
+
+#[derive(Debug, Deserialize)]
+struct ForecastResponse {
+    properties: ForecastProperties,
+}
+
+#[derive(Debug, Deserialize)]
+struct ForecastProperties {
+    periods: Vec<ForecastPeriod>,
+}
+
+#[derive(Debug, Deserialize)]
+struct ForecastPeriod {
+    name: String,
+    temperature: i32,
+    #[serde(rename = "temperatureUnit")]
+    temperature_unit: String,
+    #[serde(rename = "windSpeed")]
+    wind_speed: String,
+    #[serde(rename = "windDirection")]
+    wind_direction: String,
+    #[serde(rename = "detailedForecast")]
+    detailed_forecast: String,
+}
+
+async fn make_nws_request<T: DeserializeOwned>(url: &str) -> Result<T> {
+    let client = reqwest::Client::new();
+    let rsp = client
+        .get(url)
+        .header(reqwest::header::USER_AGENT, USER_AGENT)
+        .header(reqwest::header::ACCEPT, "application/geo+json")
+        .send()
+        .await?
+        .error_for_status()?;
+    Ok(rsp.json::<T>().await?)
+}
+
+fn format_alert(feature: &AlertFeature) -> String {
+    let props = &feature.properties;
+    format!(
+        "Event: {}\nArea: {}\nSeverity: {}\nDescription: {}\nInstructions: {}",
+        props.event.as_deref().unwrap_or("Unknown"),
+        props.area_desc.as_deref().unwrap_or("Unknown"),
+        props.severity.as_deref().unwrap_or("Unknown"),
+        props
+            .description
+            .as_deref()
+            .unwrap_or("No description available"),
+        props
+            .instruction
+            .as_deref()
+            .unwrap_or("No specific instructions provided")
+    )
+}
+
+fn format_period(period: &ForecastPeriod) -> String {
+    format!(
+        "{}:\nTemperature: {}°{}\nWind: {} {}\nForecast: {}",
+        period.name,
+        period.temperature,
+        period.temperature_unit,
+        period.wind_speed,
+        period.wind_direction,
+        period.detailed_forecast
+    )
+}
+
+#[derive(serde::Deserialize, schemars::JsonSchema)]
+pub struct MCPForecastRequest {
+    latitude: f32,
+    longitude: f32,
+}
+
+#[derive(serde::Deserialize, schemars::JsonSchema)]
+pub struct MCPAlertRequest {
+    state: String,
+}
+
+pub struct Weather {
+    tool_router: ToolRouter<Weather>,
+}
+
+#[tool_router]
+impl Weather {
+    fn new() -> Self {
+        Self {
+            tool_router: Self::tool_router(),
+        }
+    }
+
+    #[tool(description = "Get weather alerts for a US state.")]
+    async fn get_alerts(
+        &self,
+        Parameters(MCPAlertRequest { state }): Parameters<MCPAlertRequest>,
+    ) -> String {
+        let url = format!(
+            "{}/alerts/active/area/{}",
+            NWS_API_BASE,
+            state.to_uppercase()
+        );
+
+        match make_nws_request::<AlertsResponse>(&url).await {
+            Ok(data) => {
+                if data.features.is_empty() {
+                    "No active alerts for this state.".to_string()
+                } else {
+                    data.features
+                        .iter()
+                        .map(format_alert)
+                        .collect::<Vec<_>>()
+                        .join("\n---\n")
+                }
+            }
+            Err(_) => "Unable to fetch alerts or no alerts found.".to_string(),
+        }
+    }
+
+    #[tool(description = "Get weather forecast for a location.")]
+    async fn get_forecast(
+        &self,
+        Parameters(MCPForecastRequest {
+            latitude,
+            longitude,
+        }): Parameters<MCPForecastRequest>,
+    ) -> String {
+        let points_url = format!("{NWS_API_BASE}/points/{latitude},{longitude}");
+        let Ok(points_data) = make_nws_request::<PointsResponse>(&points_url).await else {
+            return "Unable to fetch forecast data for this location.".to_string();
+        };
+
+        let forecast_url = points_data.properties.forecast;
+
+        let Ok(forecast_data) = make_nws_request::<ForecastResponse>(&forecast_url).await else {
+            return "Unable to fetch forecast data for this location.".to_string();
+        };
+
+        let periods = &forecast_data.properties.periods;
+        let forecast_summary: String = periods
+            .iter()
+            .take(5) // Next 5 periods only
+            .map(format_period)
+            .collect::<Vec<String>>()
+            .join("\n---\n");
+        forecast_summary
+    }
+}
+
+#[tool_handler]
+impl ServerHandler for Weather {
+    fn get_info(&self) -> ServerInfo {
+        ServerInfo {
+            capabilities: ServerCapabilities::builder().enable_tools().build(),
+            ..Default::default()
+        }
+    }
+}
+
+#[tokio::main]
+async fn main() -> Result<()> {
+    let transport = (tokio::io::stdin(), tokio::io::stdout());
+    let service = Weather::new().serve(transport).await?;
+    service.waiting().await?;
+    Ok(())
+}

weather-server-typescript/README.md

@@ -0,0 +1,3 @@
+# A Simple MCP weather Server written in TypeScript
+
+See the [Quickstart](https://modelcontextprotocol.io/quickstart) tutorial for more information.

weather-server-typescript/package-lock.json

@@ -0,0 +1,1075 @@
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+      },
+      "bin": {
+        "weather": "build/index.js"
+      },
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+        "typescript": "^5.9.3"
+      }
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+}

weather-server-typescript/package.json

@@ -0,0 +1,26 @@
+{
+  "name": "mcp-quickstart-ts",
+  "version": "1.0.0",
+  "main": "index.js",
+  "type": "module",
+  "bin": {
+    "weather": "./build/index.js"
+  },
+  "scripts": {
+    "build": "tsc && node -e \"require('fs').chmodSync('build/index.js', '755')\""
+  },
+  "files": [
+    "build"
+  ],
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "description": "",
+  "devDependencies": {
+    "@types/node": "^22.19.2",
+    "typescript": "^5.9.3"
+  },
+  "dependencies": {
+    "@modelcontextprotocol/sdk": "^1.24.3"
+  }
+}

weather-server-typescript/src/index.ts

@@ -0,0 +1,234 @@
+import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
+import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
+import { z } from "zod";
+
+const NWS_API_BASE = "https://api.weather.gov";
+const USER_AGENT = "weather-app/1.0";
+
+// Helper function for making NWS API requests
+async function makeNWSRequest<T>(url: string): Promise<T | null> {
+  const headers = {
+    "User-Agent": USER_AGENT,
+    Accept: "application/geo+json",
+  };
+
+  try {
+    const response = await fetch(url, { headers });
+    if (!response.ok) {
+      throw new Error(`HTTP error! status: ${response.status}`);
+    }
+    return (await response.json()) as T;
+  } catch (error) {
+    console.error("Error making NWS request:", error);
+    return null;
+  }
+}
+
+interface AlertFeature {
+  properties: {
+    event?: string;
+    areaDesc?: string;
+    severity?: string;
+    status?: string;
+    headline?: string;
+  };
+}
+
+// Format alert data
+function formatAlert(feature: AlertFeature): string {
+  const props = feature.properties;
+  return [
+    `Event: ${props.event || "Unknown"}`,
+    `Area: ${props.areaDesc || "Unknown"}`,
+    `Severity: ${props.severity || "Unknown"}`,
+    `Status: ${props.status || "Unknown"}`,
+    `Headline: ${props.headline || "No headline"}`,
+    "---",
+  ].join("\n");
+}
+
+interface ForecastPeriod {
+  name?: string;
+  temperature?: number;
+  temperatureUnit?: string;
+  windSpeed?: string;
+  windDirection?: string;
+  shortForecast?: string;
+}
+
+interface AlertsResponse {
+  features: AlertFeature[];
+}
+
+interface PointsResponse {
+  properties: {
+    forecast?: string;
+  };
+}
+
+interface ForecastResponse {
+  properties: {
+    periods: ForecastPeriod[];
+  };
+}
+
+// Create server instance
+const server = new McpServer({
+  name: "weather",
+  version: "1.0.0",
+});
+
+// Register weather tools
+server.registerTool(
+  "get-alerts",
+  {
+    title: "Get Weather Alerts",
+    description: "Get weather alerts for a state",
+    inputSchema: {
+      state: z.string().length(2).describe("Two-letter state code (e.g. CA, NY)"),
+    },
+  },
+  async ({ state }) => {
+    const stateCode = state.toUpperCase();
+    const alertsUrl = `${NWS_API_BASE}/alerts?area=${stateCode}`;
+    const alertsData = await makeNWSRequest<AlertsResponse>(alertsUrl);
+
+    if (!alertsData) {
+      return {
+        content: [
+          {
+            type: "text",
+            text: "Failed to retrieve alerts data",
+          },
+        ],
+      };
+    }
+
+    const features = alertsData.features || [];
+    if (features.length === 0) {
+      return {
+        content: [
+          {
+            type: "text",
+            text: `No active alerts for ${stateCode}`,
+          },
+        ],
+      };
+    }
+
+    const formattedAlerts = features.map(formatAlert);
+    const alertsText = `Active alerts for ${stateCode}:\n\n${formattedAlerts.join("\n")}`;
+
+    return {
+      content: [
+        {
+          type: "text",
+          text: alertsText,
+        },
+      ],
+    };
+  },
+);
+
+server.registerTool(
+  "get-forecast",
+  {
+    title: "Get Weather Forecast",
+    description: "Get weather forecast for a location",
+    inputSchema: {
+      latitude: z.number().min(-90).max(90).describe("Latitude of the location"),
+      longitude: z
+        .number()
+        .min(-180)
+        .max(180)
+        .describe("Longitude of the location"),
+    },
+  },
+  async ({ latitude, longitude }) => {
+    // Get grid point data
+    const pointsUrl = `${NWS_API_BASE}/points/${latitude.toFixed(4)},${longitude.toFixed(4)}`;
+    const pointsData = await makeNWSRequest<PointsResponse>(pointsUrl);
+
+    if (!pointsData) {
+      return {
+        content: [
+          {
+            type: "text",
+            text: `Failed to retrieve grid point data for coordinates: ${latitude}, ${longitude}. This location may not be supported by the NWS API (only US locations are supported).`,
+          },
+        ],
+      };
+    }
+
+    const forecastUrl = pointsData.properties?.forecast;
+    if (!forecastUrl) {
+      return {
+        content: [
+          {
+            type: "text",
+            text: "Failed to get forecast URL from grid point data",
+          },
+        ],
+      };
+    }
+
+    // Get forecast data
+    const forecastData = await makeNWSRequest<ForecastResponse>(forecastUrl);
+    if (!forecastData) {
+      return {
+        content: [
+          {
+            type: "text",
+            text: "Failed to retrieve forecast data",
+          },
+        ],
+      };
+    }
+
+    const periods = forecastData.properties?.periods || [];
+    if (periods.length === 0) {
+      return {
+        content: [
+          {
+            type: "text",
+            text: "No forecast periods available",
+          },
+        ],
+      };
+    }
+
+    // Format forecast periods
+    const formattedForecast = periods.map((period: ForecastPeriod) =>
+      [
+        `${period.name || "Unknown"}:`,
+        `Temperature: ${period.temperature || "Unknown"}°${period.temperatureUnit || "F"}`,
+        `Wind: ${period.windSpeed || "Unknown"} ${period.windDirection || ""}`,
+        `${period.shortForecast || "No forecast available"}`,
+        "---",
+      ].join("\n"),
+    );
+
+    const forecastText = `Forecast for ${latitude}, ${longitude}:\n\n${formattedForecast.join("\n")}`;
+
+    return {
+      content: [
+        {
+          type: "text",
+          text: forecastText,
+        },
+      ],
+    };
+  },
+);
+
+// Start the server
+async function main() {
+  const transport = new StdioServerTransport();
+  await server.connect(transport);
+  console.error("Weather MCP Server running on stdio");
+}
+
+main().catch((error) => {
+  console.error("Fatal error in main():", error);
+  process.exit(1);
+});

weather-server-typescript/tsconfig.json

@@ -0,0 +1,15 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "Node16",
+    "moduleResolution": "Node16",
+    "outDir": "./build",
+    "rootDir": "./src",
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules"]
+}