mcp_utils.py to maintain a json of all known MCP Servers

litellm/experimental_mcp_client/mcp_utils.py

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+"""
+Utility functions for Model Context Protocol (MCP) server management.
+"""
+import os
+import json
+import requests
+import re
+
+from typing import Dict, Any, List
+
+def extract_json_from_markdown(markdown_content: str) -> List[Dict[str, Any]]:
+    """
+    Extracts JSON configuration from markdown content by looking for code blocks.
+
+    Args:
+        markdown_content (str): The markdown content to parse
+
+    Returns:
+        Dict[str, Any]: Extracted JSON configuration or empty dict if not found
+    """
+    # Use a regex to find all JSON code blocks
+    json_blocks = re.findall(r"```json\s*([\s\S]*?)```", markdown_content, re.DOTALL)
+    extracted_jsons = []
+    for block in json_blocks:
+        try:
+            # Attempt to parse each JSON block
+            extracted_jsons.append(json.loads(block.strip()))
+        except json.JSONDecodeError:
+            continue  # Skip invalid JSON blocks
+
+    return extracted_jsons
+
+def fetch_mcp_servers() -> List[Dict[str, Any]]:
+    """
+    Fetches MCP server configurations from the modelcontextprotocol/servers repository
+    and returns them in a standardized format.
+    Scans the src directory README.md files for server configurations and extracts JSON from key "mcpServers".
+
+    Returns:
+        List[Dict[str, Any]]: List of server configurations
+    """
+    base_url = "https://api.github.com/repos/modelcontextprotocol/servers/contents/src"
+    headers = {"Accept": "application/vnd.github.v3+json"}
+
+    try:
+        # Get list of files in the src directory
+        response = requests.get(base_url, headers=headers)
+        response.raise_for_status()
+
+        server_configs = []
+
+        for item in response.json():
+            if item["type"] != "dir":  # Skip non-directory items
+                continue
+
+            # Get the README.md content
+            readme_url = f"https://raw.githubusercontent.com/modelcontextprotocol/servers/main/src/{item['name']}/README.md"
+            readme_response = requests.get(readme_url)
+
+            if readme_response.status_code != 200:
+                continue
+
+            # Extract JSON configuration from the README
+            config = extract_json_from_markdown(readme_response.text)
+
+
+            # Iterate over each JSON object in the list
+            for json_obj in config:
+                if isinstance(json_obj, dict):  # Ensure it's a dictionary
+                    for key, value in json_obj.items():
+                        if key == "mcpServers" and isinstance(value, dict):
+                            server_configs.append(value)
+                            break
+
+        return server_configs
+
+    except requests.RequestException as e:
+        print(f"Error fetching MCP servers: {e}")
+        return []
+
+def update_mcp_servers_file(output_file: str = None) -> None:
+    """
+    Updates the MCP servers JSON file with the latest configurations.
+
+    Args:
+        output_file (str): Path to the output JSON file. Defaults to the root directory of the repository.
+    """
+    # Determine the root directory of the repository
+    root_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), "../../"))
+    output_file = output_file or os.path.join(root_dir, "mcp_servers.json")
+
+    servers = fetch_mcp_servers()
+
+    if servers:
+        with open(output_file, 'w') as f:
+            json.dump(servers, f, indent=2)
+        print(f"Successfully updated {output_file} with {len(servers)} server configurations")
+    else:
+        print("No server configurations were fetched. File not updated.")
+
+if __name__ == "__main__":
+    # Update the MCP servers file in the root directory of the repository
+    update_mcp_servers_file()