diff --git a/samples/mcp-dynamic-server/pyproject.toml b/samples/mcp-dynamic-server/pyproject.toml index 53966ff..e5c72b0 100644 --- a/samples/mcp-dynamic-server/pyproject.toml +++ b/samples/mcp-dynamic-server/pyproject.toml @@ -1,7 +1,7 @@ [project] name = "mcp-dynamic-server" -version = "0.0.16" -description = "Dynamic tools MCP Server" +version = "0.0.18" +description = "Dynamic MCP Server with self-extending tools" authors = [{ name = "John Doe" }] dependencies = [ "uipath-mcp==0.0.77", diff --git a/samples/mcp-dynamic-server/server.py b/samples/mcp-dynamic-server/server.py index e362068..2e33031 100644 --- a/samples/mcp-dynamic-server/server.py +++ b/samples/mcp-dynamic-server/server.py @@ -1,119 +1,10 @@ -from typing import Any, Callable, Dict, List, Optional +from typing import Any, Dict from mcp.server.fastmcp import FastMCP -from mcp.types import Tool as MCPTool # Initialize the MCP server mcp = FastMCP("Self-Extending MCP Server") -built_in_tools: List[MCPTool] = [ - MCPTool( - name="add_tool", - description="Add a new tool to the MCP server by providing its Python code.", - inputSchema={ - "type": "object", - "properties": { - "name": {"type": "string", "description": "Name of the tool"}, - "code": { - "type": "string", - "description": "Python code implementing the tool's function. Must define a function with the specified 'name'. Type hints in the function signature for the input schema.", - }, - "description": { - "type": "string", - "description": "Description of what the tool does", - }, - "inputSchema": { - "type": "object", - "description": "JSON schema object describing the parameters the new tool expects (optional). This schema will be returned by get_tools and used for documentation.", - }, - }, - "required": ["name", "code", "description"], - }, - ), - MCPTool( - name="call_tool", - description="Call a registered dynamic tool with the given arguments.", - inputSchema={ - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "Name of the dynamic tool to call", - }, - "args": { - "type": "object", - "description": "Dictionary of arguments to pass to the tool. Must conform to the dynamic tool's inferred JSON input schema.", - }, - }, - "required": ["name", "args"], - }, - ), -] - - -# Tool registry to track dynamically added tools -class ToolRegistry: - def __init__(self): - self.tools = {} # name -> function - self.metadata = {} # name -> metadata - - def register( - self, - name: str, - func: Callable, - description: str, - inputSchema: Dict[str, Any] = None, - ): - """Register a new tool in the registry.""" - self.tools[name] = func - self.metadata[name] = { - "name": name, - "description": description, - "inputSchema": inputSchema or {}, - } - - def get_tool(self, name: str) -> Optional[Callable]: - """Get a tool by name.""" - return self.tools.get(name) - - def get_metadata(self, name: str) -> Optional[Dict[str, Any]]: - """Get tool metadata by name.""" - return self.metadata.get(name) - - def list_tools(self) -> List[Dict[str, Any]]: - """List all registered tools.""" - return [self.metadata[name] for name in sorted(self.tools.keys())] - - def has_tool(self, name: str) -> bool: - """Check if a tool exists.""" - return name in self.tools - - -registry = ToolRegistry() - - -@mcp._mcp_server.list_tools() -async def get_tools() -> List[MCPTool]: - """Get a list of all available tools in the MCP server. - - Returns: - List of available tools and their metadata - """ - all_tools = list(built_in_tools) - - tools = registry.list_tools() - - for tool in tools: - all_tools.append( - MCPTool( - name=tool["name"], - description=tool["description"], - inputSchema=tool["inputSchema"], - ) - ) - - return all_tools - @mcp.tool() def add_tool( @@ -151,7 +42,8 @@ def add_tool( } # Check if tool already exists - if registry.has_tool(name) or hasattr(mcp, name): + existing_tools = [tool.name for tool in mcp._tool_manager.list_tools()] + if name in existing_tools: return {"status": "error", "message": f"Tool '{name}' already exists"} # Validate the code @@ -160,32 +52,21 @@ def add_tool( namespace = {} exec(code, namespace) - # Get the function - if name not in namespace: - return { - "status": "error", - "message": f"Function '{name}' not found in the provided code", - } - - func = namespace[name] - - # Check if it's a function - if not callable(func): + if name not in namespace or not callable(namespace[name]): return { "status": "error", - "message": f"'{name}' is not a callable function", + "message": f"Valid function '{name}' not found in code", } - # Register the tool with our registry - registry.register(name, func, description, inputSchema) - - # Get the parameter information to return - params = registry.get_metadata(name)["inputSchema"] + # Register the tool with fast mcp + mcp._tool_manager.add_tool( + namespace[name], name=name, description=description + ) return { "status": "success", "message": f"Tool '{name}' added successfully", - "inputSchema": params, + "inputSchema": inputSchema, } except SyntaxError as e: @@ -200,86 +81,6 @@ def add_tool( return {"status": "error", "message": str(e)} -@mcp.tool() -def call_tool(name: str, args: Dict[str, Any] = None) -> Dict[str, Any]: - """Call a registered dynamic tool with the given arguments. - - Args: - name: Name of the dynamic tool to call (required) - args: Dictionary of arguments to pass to the tool. You should consult the tool's schema from get_tools to know the expected structure. (required) - - Returns: - Dictionary with the tool's response - """ - - args = args or {} - - try: - # Check if it's a built-in tool - matching_tool = next((tool for tool in built_in_tools if tool.name == name), None) - if matching_tool: - return { - "status": "error", - "message": f"Cannot call built-in tool '{name}' using call_tool", - "note": f"Use the {name} function directly instead of call_tool", - "inputSchema": matching_tool.inputSchema, - } - - # Get the tool - tool = registry.get_tool(name) - - if not tool: - return { - "status": "error", - "message": f"Tool '{name}' not found", - "available_tools": [t["name"] for t in registry.list_tools()], - } - - # Call the tool with the provided arguments - try: - result = tool(**args) - return result - except TypeError as e: - # Likely an argument mismatch - params = registry.get_metadata(name)["inputSchema"] - - # Build a usage example with actual parameter names - param_examples = {} - - # Handle different possible inputSchema structures - if isinstance(params, dict): - if "properties" in params: - # Standard JSON Schema format - for param_name in params["properties"]: - param_examples[param_name] = f"<{param_name}_value>" - else: - # Simple dict of param_name -> description - for param_name in params: - param_examples[param_name] = f"<{param_name}_value>" - - # If no parameters found or empty schema, provide generic example - if not param_examples: - param_examples = {"param1": "", "param2": ""} - - # Format the dictionary for better readability - usage_str = str(param_examples).replace("'<", "<").replace(">'", ">") - - return { - "status": "error", - "message": f"Argument error calling tool '{name}': {str(e)}. Please fix your mistakes, add proper 'args' values!", - "inputSchema": params, - "example": f"call_tool(name='{name}', args={usage_str})", - } - except Exception as e: - return { - "status": "error", - "message": f"Error calling tool '{name}': {str(e)}", - } - - except Exception as e: - return {"status": "error", "message": str(e)} - - # Run the server when the script is executed if __name__ == "__main__": mcp.run() diff --git a/samples/mcp-dynamic-server/uv.lock b/samples/mcp-dynamic-server/uv.lock index 9beaa05..da60b36 100644 --- a/samples/mcp-dynamic-server/uv.lock +++ b/samples/mcp-dynamic-server/uv.lock @@ -461,7 +461,7 @@ wheels = [ [[package]] name = "mcp-dynamic-server" -version = "0.0.3" +version = "0.0.18" source = { virtual = "." } dependencies = [ { name = "uipath-mcp" }, diff --git a/samples/mcp-functions-server/mcp.json b/samples/mcp-functions-server/mcp.json new file mode 100644 index 0000000..590d59b --- /dev/null +++ b/samples/mcp-functions-server/mcp.json @@ -0,0 +1,9 @@ +{ + "servers": { + "functions-server": { + "transport": "stdio", + "command": "python", + "args": ["server.py"] + } + } +} diff --git a/samples/mcp-functions-server/pyproject.toml b/samples/mcp-functions-server/pyproject.toml new file mode 100644 index 0000000..c01552e --- /dev/null +++ b/samples/mcp-functions-server/pyproject.toml @@ -0,0 +1,9 @@ +[project] +name = "mcp-functions-server" +version = "0.0.1" +description = "MCP Server that allows dynamic code functions creation and executions" +authors = [{ name = "John Doe" }] +dependencies = [ + "uipath-mcp==0.0.77", +] +requires-python = ">=3.10" diff --git a/samples/mcp-functions-server/server.py b/samples/mcp-functions-server/server.py new file mode 100644 index 0000000..f60f453 --- /dev/null +++ b/samples/mcp-functions-server/server.py @@ -0,0 +1,216 @@ +from typing import Any, Callable, Dict, List, Optional + +from mcp.server.fastmcp import FastMCP + +# Initialize the MCP server +mcp = FastMCP("Code Functions MCP Server") + +# Functions registry to track dynamically added code functions +class FunctionRegistry: + def __init__(self): + self.functions = {} # name -> function + self.metadata = {} # name -> metadata + + def register( + self, + name: str, + func: Callable, + description: str, + inputSchema: Dict[str, Any] = None, + ): + """Register a new function in the registry.""" + self.functions[name] = func + self.metadata[name] = { + "name": name, + "description": description, + "inputSchema": inputSchema or {}, + } + + def get_function(self, name: str) -> Optional[Callable]: + """Get a function by name.""" + return self.functions.get(name) + + def get_metadata(self, name: str) -> Optional[Dict[str, Any]]: + """Get function metadata by name.""" + return self.metadata.get(name) + + def list_functions(self) -> List[Dict[str, Any]]: + """List all registered functions.""" + return [self.metadata[name] for name in sorted(self.functions.keys())] + + def has_function(self, name: str) -> bool: + """Check if a function exists.""" + return name in self.functions + + +registry = FunctionRegistry() + + +@mcp.tool() +async def get_functions() -> List[Dict[str, Any]]: + """Get a list of all available registered functions in the MCP server. + + Returns: + List of available functions and their metadata + """ + return registry.list_functions() + + +@mcp.tool() +def add_function( + name: str = None, + code: str = None, + description: str = None, + inputSchema: Dict[str, Any] = None, +) -> Dict[str, Any]: + """Add a new function to the MCP server by providing its Python code. + + Args: + name: Name of the function (required) + code: Python code implementing the function's function. Must define a function with the specified 'name'. Type hints in the function signature will be used to infer the input schema. (required) + description: Description of what the function does (required) + inputSchema: JSON schema object describing the parameters the new function expects (optional). This schema will be returned by get_functions and used for documentation. + + Returns: + Dictionary with operation status + """ + try: + # Validate required parameters + missing_params = [] + if name is None: + missing_params.append("name") + if code is None: + missing_params.append("code") + if description is None: + missing_params.append("description") + + if missing_params: + return { + "status": "error", + "message": f"Missing required parameters: {', '.join(missing_params)}", + "example": "add_function(name='function_name', code='def function_name(param1: str, param2: str):\\n # code here\\n return {\"status\": \"success\"}', description='Function description', inputSchema={'param1': 'Description of param1', 'param2': 'Description of param2'})", + } + + # Check if function already exists + if registry.has_function(name) or hasattr(mcp, name): + return {"status": "error", "message": f"Function '{name}' already exists"} + + # Validate the code + try: + # Add the function to the global namespace + namespace = {} + exec(code, namespace) + + # Get the function + if name not in namespace: + return { + "status": "error", + "message": f"Function '{name}' not found in the provided code", + } + + func = namespace[name] + + # Check if it's a function + if not callable(func): + return { + "status": "error", + "message": f"'{name}' is not a callable function", + } + + # Register the function with our registry + registry.register(name, func, description, inputSchema) + + # Get the parameter information to return + params = registry.get_metadata(name)["inputSchema"] + + return { + "status": "success", + "message": f"Function '{name}' added successfully", + "inputSchema": params, + } + + except SyntaxError as e: + return { + "status": "error", + "message": f"Syntax error in function code: {str(e)}", + } + except Exception as e: + return {"status": "error", "message": f"Error creating function: {str(e)}"} + + except Exception as e: + return {"status": "error", "message": str(e)} + + +@mcp.tool() +def call_function(name: str, args: Dict[str, Any] = None) -> Dict[str, Any]: + """Call a registered dynamic function with the given arguments. + + Args: + name: Name of the dynamic function to call (required) + args: Dictionary of arguments to pass to the function. You should consult the function's schema from get_functions to know the expected structure. (required) + + Returns: + Dictionary with the function's response + """ + + args = args or {} + + try: + # Get the function + function = registry.get_function(name) + + if not function: + return { + "status": "error", + "message": f"Function '{name}' not found", + "available_functions": [t["name"] for t in registry.list_functions()], + } + + # Call the function with the provided arguments + try: + result = function(**args) + return result + except TypeError as e: + # Likely an argument mismatch + params = registry.get_metadata(name)["inputSchema"] + + # Build a usage example with actual parameter names + param_examples = {} + + # Handle different possible inputSchema structures + if isinstance(params, dict): + if "properties" in params: + # Standard JSON Schema format + for param_name in params["properties"]: + param_examples[param_name] = f"<{param_name}_value>" + else: + # Simple dict of param_name -> description + for param_name in params: + param_examples[param_name] = f"<{param_name}_value>" + + # If no parameters found or empty schema, provide generic example + if not param_examples: + param_examples = {"param1": "", "param2": ""} + + # Format the dictionary for better readability + usage_str = str(param_examples).replace("'<", "<").replace(">'", ">") + + return { + "status": "error", + "message": f"Argument error calling function '{name}': {str(e)}. Please fix your mistakes, add proper 'args' values!", + "inputSchema": params, + "example": f"call_function(name='{name}', args={usage_str})", + } + except Exception as e: + return { + "status": "error", + "message": f"Error calling function '{name}': {str(e)}", + } + + except Exception as e: + return {"status": "error", "message": str(e)} + + +# Run the server when the script is executed +if __name__ == "__main__": + mcp.run() diff --git a/samples/mcp-functions-server/uipath.json b/samples/mcp-functions-server/uipath.json new file mode 100644 index 0000000..4e37024 --- /dev/null +++ b/samples/mcp-functions-server/uipath.json @@ -0,0 +1,11 @@ +{ + "entryPoints": [ + { + "filePath": "functions-server", + "uniqueId": "5182e8b1-ab65-4dda-93eb-c56b8ebde8da", + "type": "mcpserver", + "input": {}, + "output": {} + } + ] +} diff --git a/samples/mcp-functions-server/uv.lock b/samples/mcp-functions-server/uv.lock new file mode 100644 index 0000000..820f3b8 --- /dev/null +++ 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