WIP: add server to convert any command-line into a set of tools

2025-04-13 23:15:37 +03:00 · 2024-11-28 15:17:19 +00:00
parent 6d83c78752
commit 060c1e4922
10 changed files with 784 additions and 0 deletions
--- a/src/click/.python-version
+++ b/src/click/.python-version
@@ -0,0 +1 @@
+3.10
--- a/src/click/LICENSE
+++ b/src/click/LICENSE
@@ -0,0 +1,7 @@
+Copyright (c) 2024 Anthropic, PBC.
+
+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.
--- a/src/click/README.md
+++ b/src/click/README.md
@@ -0,0 +1,3 @@
+# mcp-server-click: Let your model use Click CLIs
+
+TODO
--- a/src/click/pyproject.toml
+++ b/src/click/pyproject.toml
@@ -0,0 +1,32 @@
+[project]
+name = "mcp-server-click"
+version = "0.1.0"
+description = "A Model Context Protocol server that exposes the subcommands of a click application as MCP tools"
+readme = "README.md"
+requires-python = ">=3.10"
+authors = [{ name = "Anthropic, PBC." }]
+maintainers = [{ name = "Jack Adamson", email = "jadamson@anthropic.com" }]
+keywords = ["mcp", "llm", "automation"]
+license = { text = "MIT" }
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+]
+dependencies = [
+    "click>=8.1.7",
+    "mcp>=0.6.0",
+    "pydantic>=2.0.0",
+]
+
+[project.scripts]
+mcp-server-click = "mcp_server_click:main"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.uv]
+dev-dependencies = ["pyright>=1.1.389", "ruff>=0.7.3"]
--- a/src/click/src/mcp_server_click/init.py
+++ b/src/click/src/mcp_server_click/init.py
@@ -0,0 +1,23 @@
+import sys
+
+from .server import serve
+
+
+def main():
+    """MCP Click Server - Expose Click command lines as MCP tools"""
+    import argparse
+    import asyncio
+
+    parser = argparse.ArgumentParser(
+        description="expose click command lines as MCP tools"
+    )
+    parser.add_argument(
+        "import_path", type=str, help="path to click CLI, eg. mymodule.cli:cli"
+    )
+    args = parser.parse_args()
+    print(f"Importing Click CLI from {args.import_path}", file=sys.stderr)
+    asyncio.run(serve(args.import_path))
+
+
+if __name__ == "__main__":
+    main()
--- a/src/click/src/mcp_server_click/main.py
+++ b/src/click/src/mcp_server_click/main.py
@@ -0,0 +1,3 @@
+from mcp_server_click import main
+
+main()
--- a/src/click/src/mcp_server_click/example.py
+++ b/src/click/src/mcp_server_click/example.py
@@ -0,0 +1,68 @@
+import click
+
+
+@click.group()
+def cli():
+    pass
+
+
+@click.group()
+def db():
+    """Database management commands."""
+    pass
+
+
+@click.command(help="Initialize a new database")
+@click.option("--name", type=str, required=True, help="Name of the database to create")
+@click.option("--port", type=int, default=5432, help="Port to use for the database")
+def init(name, port):
+    click.echo(f"Initialized database {name} on port {port}")
+
+
+@click.command()
+@click.argument("names", nargs=-1, metavar="DATABASE_NAMES", required=True)
+@click.option(
+    "--force/--no-force", default=False, help="Force deletion without confirmation"
+)
+def drop(names, force):
+    """Drop one or more databases by name.
+
+    DATABASE_NAMES: Names of the databases to drop"""
+    if not names:
+        click.echo("No database names provided")
+        return
+
+    for name in names:
+        click.echo(f"Dropped database {name}")
+
+
+@click.group()
+def users():
+    """User management commands."""
+    pass
+
+
+@click.command(help="Greet a user with custom message")
+@click.option("--count", default=1, help="Number of times to greet")
+@click.option(
+    "--greeting",
+    type=click.Choice(["Hello", "Hi", "Hey"]),
+    default="Hello",
+    help="Greeting to use",
+)
+@click.argument("name")
+def greet(count, greeting, name):
+    """Greet a person by name."""
+    for _ in range(count):
+        click.echo(f"{greeting} {name}!")
+
+
+db.add_command(init)
+db.add_command(drop)
+users.add_command(greet)
+
+cli.add_command(db)
+cli.add_command(users)
+
+if __name__ == "__main__":
+    cli()
--- a/src/click/src/mcp_server_click/parse.py
+++ b/src/click/src/mcp_server_click/parse.py
@@ -0,0 +1,153 @@
+from typing import Any, Dict, List, Optional, Type
+from pydantic import BaseModel, Field, create_model
+from enum import Enum
+from mcp_server_click.example import cli
+
+
+def create_type_annotation(param) -> tuple[Type, Any]:
+    """Create a pydantic type annotation from a Click parameter"""
+    base_type: Type
+
+    if hasattr(param, "type"):
+        if str(param.type) == "INT":
+            base_type = int
+        elif str(param.type) == "STRING":
+            base_type = str
+        else:
+            base_type = str
+    elif hasattr(param, "is_flag") and param.is_flag:
+        base_type = bool
+    elif hasattr(param, "choices") and param.choices:
+        # Create dynamic enum
+        enum_name = f"{param.name.title()}Choices"
+        base_type = Enum(enum_name, {str(c): str(c) for c in param.choices})
+    else:
+        base_type = str
+
+    # Handle multiple values (nargs=-1)
+    if hasattr(param, "nargs") and param.nargs < 0:
+        return List[base_type], ... if param.required else param.default
+
+    return base_type, ... if param.required else param.default
+
+
+def create_field_description(param) -> Optional[str]:
+    """Get field description from Click parameter"""
+    if hasattr(param, "help"):
+        return param.help
+    if hasattr(param, "metavar"):
+        return f"Parameter: {param.metavar}"
+    return None
+
+
+def create_command_model(command, parent="") -> Type[BaseModel]:
+    """Create a pydantic model for a Click command"""
+    fields: Dict[str, tuple[Type, Any]] = {}
+
+    if hasattr(command, "params"):
+        for param in command.params:
+            field_type, field_default = create_type_annotation(param)
+            description = create_field_description(param)
+
+            if description:
+                fields[param.name] = (
+                    field_type,
+                    Field(default=field_default, description=description),
+                )
+            else:
+                fields[param.name] = (field_type, field_default)
+
+    cmd_name = f"{parent}_{command.name}".strip("_").replace(" ", "_").title()
+    model = create_model(cmd_name, __doc__=command.help, **fields)
+    return model
+
+
+class ClickCommand(BaseModel):
+    """Represents a Click command with its model and metadata"""
+
+    name: str
+    description: Optional[str] = None
+    model: Type[BaseModel]
+    is_group: bool = False
+    subcommands: dict[str, "ClickCommand"] = Field(default_factory=dict)
+
+
+def traverse_commands(command, parent="") -> ClickCommand:
+    """Traverse Click command tree and build Pydantic models.
+
+    Returns:
+        ClickCommand object containing command info and nested subcommands.
+    """
+    cmd_name = f"{parent} {command.name}".strip()
+
+    # Create model for current command
+    model = create_command_model(command, parent)
+
+    click_command = ClickCommand(
+        name=cmd_name,
+        description=command.help,
+        model=model,
+        is_group=hasattr(command, "commands"),
+    )
+
+    # Traverse subcommands
+    if click_command.is_group:
+        for subcmd_name, subcmd in command.commands.items():
+            click_command.subcommands[subcmd_name] = traverse_commands(subcmd, cmd_name)
+
+    return click_command
+
+
+def get_command_schema(click_command: ClickCommand) -> dict:
+    """Get JSON schema for a command and all its subcommands"""
+    result = {
+        "title": click_command.name,
+        "type": "object",
+        "description": click_command.description,
+        "modelSchema": (
+            click_command.model.model_json_schema()
+            if click_command.model.model_fields
+            else None
+        ),
+        "isGroup": click_command.is_group,
+        "subcommands": {},
+    }
+
+    for name, subcmd in click_command.subcommands.items():
+        result["subcommands"][name] = get_command_schema(subcmd)
+
+    return result
+
+
+def get_tool_name(command: ClickCommand, parent="") -> str:
+    """Get the standardized tool name for a command"""
+    # For commands like 'cli db', strip the parent part ('cli') if present
+    cmd_name = command.name
+    if parent:
+        for part in parent.split("-"):
+            if cmd_name.startswith(part + " "):
+                cmd_name = cmd_name[len(part) :].strip()
+
+    # Join with parent if needed
+    full_name = f"{parent}-{cmd_name}" if parent else cmd_name
+    return full_name.replace(" ", "-")
+
+
+def print_command_tree(command: ClickCommand, indent: int = 0, parent=""):
+    """Print command tree in a readable format"""
+    prefix = "  " * indent
+    tool_name = get_tool_name(command, parent)
+    print(f"{prefix}{tool_name}")
+
+    if command.model.model_fields:
+        schema = command.model.model_json_schema()
+        print(f"{prefix}Schema: {schema}")
+
+    for subcmd in command.subcommands.values():
+        print_command_tree(subcmd, indent + 1, tool_name)
+
+
+if __name__ == "__main__":
+    command_tree = traverse_commands(cli)
+    print("Command Tree:")
+    print_command_tree(command_tree)
--- a/src/click/src/mcp_server_click/server.py
+++ b/src/click/src/mcp_server_click/server.py
@@ -0,0 +1,133 @@
+import importlib
+import sys
+from typing import Any, Optional
+
+from mcp.shared.exceptions import McpError
+from mcp.server import Server
+from mcp.server.stdio import stdio_server
+from mcp.types import (
+    TextContent,
+    Tool,
+    INVALID_PARAMS,
+)
+
+from mcp_server_click.parse import traverse_commands, ClickCommand
+
+
+def import_click_cli(cli_path: str) -> Any:
+    """Import Click CLI object from module path."""
+    module_path, cli_name = cli_path.split(":")
+    module = importlib.import_module(module_path)
+    return getattr(module, cli_name)
+
+
+class ClickToolMapping:
+    """Maintains mapping between tool names and Click commands"""
+
+    def __init__(self):
+        self.tool_to_command: dict[str, ClickCommand] = {}
+        self.command_to_tool: dict[str, str] = {}
+
+    def add_mapping(self, tool_name: str, command: ClickCommand):
+        """Add mapping between tool name and command"""
+        self.tool_to_command[tool_name] = command
+        self.command_to_tool[command.name] = tool_name
+
+    def get_command(self, tool_name: str) -> Optional[ClickCommand]:
+        """Get command for a tool name"""
+        return self.tool_to_command.get(tool_name)
+
+    def get_tool_name(self, command_name: str) -> Optional[str]:
+        """Get tool name for a command"""
+        return self.command_to_tool.get(command_name)
+
+
+async def serve(
+    click_cli: str,
+) -> None:
+    server = Server("mcp-click")
+
+    # Import the Click CLI and build command tree
+    cli = import_click_cli(click_cli)
+    command_tree = traverse_commands(cli)
+
+    # Create tool mapping
+    tool_mapping = ClickToolMapping()
+
+    @server.list_tools()
+    async def list_tools() -> list[Tool]:
+        tools = []
+
+        def add_command_tool(cmd: ClickCommand, parent_path=""):
+            # For commands like 'cli db', strip the parent part ('cli') if present
+            cmd_name = cmd.name
+            if parent_path:
+                for part in parent_path.split("-"):
+                    if cmd_name.startswith(part + " "):
+                        cmd_name = cmd_name[len(part) :].strip()
+
+            # Join with parent if needed
+            tool_name = f"{parent_path}-{cmd_name}" if parent_path else cmd_name
+            tool_name = tool_name.replace(" ", "-")
+
+            if cmd.model.model_fields:  # Only add tools for commands with parameters
+                tool_mapping.add_mapping(tool_name, cmd)
+                tools.append(
+                    Tool(
+                        name=tool_name,
+                        description=cmd.description or "",
+                        inputSchema=cmd.model.model_json_schema(),
+                    )
+                )
+
+            for subcmd in cmd.subcommands.values():
+                add_command_tool(subcmd, tool_name)
+
+        add_command_tool(command_tree)
+        print("Tools:", tools, file=sys.stderr)
+        return tools
+
+    @server.call_tool()
+    async def call_tool(name: str, arguments: dict) -> list[TextContent]:
+        # Look up command directly in our mapping
+        command = tool_mapping.get_command(name)
+        if not command:
+            raise McpError(INVALID_PARAMS, f"Unknown command: {name}")
+
+        # Validate and parse arguments using the command's model
+        try:
+            parsed_args = command.model(**arguments)
+        except Exception as e:
+            raise McpError(INVALID_PARAMS, f"Invalid arguments: {str(e)}")
+
+        # Convert to Click command format
+        click_args = []
+
+        # Split command path into parts for Click
+        cmd_path = command.name.split()
+        click_args.extend(cmd_path[1:])  # Skip the root command name
+
+        # Add parameter arguments
+        for field_name, field in parsed_args.model_fields.items():
+            value = getattr(parsed_args, field_name)
+            if isinstance(value, list):
+                click_args.extend(str(v) for v in value)
+            elif isinstance(value, bool) and value:
+                click_args.append(f"--{field_name}")
+            elif isinstance(value, bool):
+                click_args.append(f"--no-{field_name}")
+            elif value is not None:
+                click_args.extend([f"--{field_name}", str(value)])
+
+        # Run Click command
+        result = cli.main(args=click_args, standalone_mode=False)
+        return [
+            TextContent(
+                type="text",
+                text=str(result) if result else "Command completed successfully",
+            )
+        ]
+
+    options = server.create_initialization_options()
+    async with stdio_server() as (read_stream, write_stream):
+        await server.run(read_stream, write_stream, options, raise_exceptions=True)
--- a/src/click/uv.lock
+++ b/src/click/uv.lock
@@ -0,0 +1,361 @@
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