From 3eb33d20509bf5df7fb68eb2964684c414ca57fd Mon Sep 17 00:00:00 2001 From: Dominik Jain Date: Mon, 24 Mar 2025 14:47:50 +0100 Subject: [PATCH] Add basic MCP server which can read files, updating README --- .gitignore | 5 ++ README.md | 50 ++++++++++-- myproject.demo.yml | 4 + pyproject.toml | 7 +- scripts/mcp_server.py | 96 ++++++++++++++++++++++ uv.lock | 185 ++++++++++++++++++++++++++++++++++++++++++ 6 files changed, 336 insertions(+), 11 deletions(-) create mode 100644 myproject.demo.yml create mode 100644 scripts/mcp_server.py diff --git a/.gitignore b/.gitignore index 78245b1..3356e33 100644 --- a/.gitignore +++ b/.gitignore @@ -135,3 +135,8 @@ dmypy.json # reports pylint.html .pylint.d + +# Serena-specific +/*.yml +!myproject.demo.yml + diff --git a/README.md b/README.md index b9505a3..1bde986 100644 --- a/README.md +++ b/README.md @@ -17,13 +17,13 @@ notebooks. Just run `poe` to see the available commands. ### Python (uv) setup -You can install the dependencies with +You can install a virtual environment with the required as follows -```shell -uv venv -uv pip install -e ".[dev]" -source .venv/bin/activate -``` +1. Create a new virtual environment: `uv venv` +2. Activate the environment: + * On Unix or MacOS: `source .venv/bin/activate` + * On Windows: `.venv\Scripts\activate.bat` +3. Install the required packages: `uv pip install -e ".[dev]"` ### Docker setup @@ -45,10 +45,42 @@ for you. Note: for the WSL subsystem on Windows you might need to adjust the path for the volume. -### Codespaces +## Model Context Protocol (MCP) Server -The fastest way to get started is to use a GitHub Codespace. Just click on the -button in the repository's main page. +Serena's functionality is intended to be used via the model context protocol (MCP), +which allows for easy integration into applications like Claude Desktop and IDEs. + +### Project Configuration File + +The first step is to create a `.yml` configuration file for the project you want +Serena to work on: + +Copy `myproject.demo.yml` to `myproject.yml` and adjust the settings to your project. + +### MCP Server Configuration + +Tools like Claude Desktop need to be informed about the MCP server. +They typically start the server themselves and only need to be informed how to start +the server. +This is typically done by providing a configuration file in JSON format as follows, + +```json +{ + "mcpServers": { + "serena": { + "command": "uv", + "args": ["run", "--directory", "/path/to/serena", "python", "scripts/mcp_server.py", "myproject.yml"] + } + } +} +``` + +where you must adjust `/path/to/serena` to the actual path of the Serena repository as well as the `.yml` file +for your project configuration. +On Windows, you can specify the path in the format `C:/path/to/serena`. + +**Claude Desktop**: The JSON configuration file can be found via File / Settings / Developer / Edit Config. + Then edit the file named `claude_desktop_config.json`. ## Contributing diff --git a/myproject.demo.yml b/myproject.demo.yml new file mode 100644 index 0000000..3819879 --- /dev/null +++ b/myproject.demo.yml @@ -0,0 +1,4 @@ +# absolute path to the project +project_root: /path/to/project +# language of the project (csharp, python, rust, java, typescript, javascript, go, or ruby) +language: python diff --git a/pyproject.toml b/pyproject.toml index 24c93af..f978614 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,7 +23,9 @@ dependencies = [ "requests>=2.32.3,<3", "pyright>=1.1.396,<2", "overrides>=7.7.0,<8", - "python-dotenv>=1.0.0, <2" + "python-dotenv>=1.0.0, <2", + "mcp>=1.5.0", + "fastmcp>=0.4.1", ] [project.license] @@ -226,7 +228,8 @@ ignore = [ "F403", "F405", "C401", - "C901" + "C901", + "ASYNC230", ] unfixable = [ "F841", diff --git a/scripts/mcp_server.py b/scripts/mcp_server.py new file mode 100644 index 0000000..6291707 --- /dev/null +++ b/scripts/mcp_server.py @@ -0,0 +1,96 @@ +""" +The Serena Model Context Protocol (MCP) Server +""" + +import os +import sys +from abc import abstractmethod +from collections.abc import AsyncIterator +from contextlib import asynccontextmanager +from dataclasses import dataclass +from typing import cast + +import yaml +from mcp.server.fastmcp.server import Context, FastMCP, Settings +from sensai.util import logging + +from multilspy import SyncLanguageServer +from multilspy.multilspy_config import Language, MultilspyConfig +from multilspy.multilspy_logger import MultilspyLogger + +log = logging.getLogger(__name__) + + +@dataclass +class SerenaMCPRequestContext: + language_server: SyncLanguageServer + + +@asynccontextmanager +async def server_lifespan(mcp_server: FastMCP) -> AsyncIterator[SerenaMCPRequestContext]: + """Manage server startup and shutdown lifecycle.""" + argv = sys.argv[1:] + if len(argv) != 1: + print("\nUsage: mcp_server <.yml project file>", file=sys.stderr) + sys.exit(1) + + project_file = argv[0] + if not os.path.exists(project_file): + print(f"Project file not found: {project_file}", file=sys.stderr) + sys.exit(1) + + # read project configuration + with open(project_file, encoding="utf-8") as f: + project = yaml.safe_load(f) + language = Language(project["language"]) + project_root = project["project_root"] + + # create and start the language server instance + config = MultilspyConfig(code_language=language) + logger = MultilspyLogger() + language_server = SyncLanguageServer.create(config, logger, project_root) + language_server.start() + try: + yield SerenaMCPRequestContext(language_server=language_server) + finally: + language_server.stop() + + +mcp_settings = Settings(lifespan=server_lifespan) +mcp = FastMCP(**mcp_settings.model_dump()) + + +class Tool: + def __init__(self, ctx: Context): + lifespan_context = cast(SerenaMCPRequestContext, ctx.request_context.lifespan_context) + self.langsrv = lifespan_context.language_server + + def execute(self) -> str: + try: + return self._execute() + except Exception as e: + log.error(f"Error executing tool: {e}") + return f"Error executing tool: {e}" + + @abstractmethod + def _execute(self): + pass + + +@mcp.tool() +def read_file(ctx: Context, relative_path: str) -> str: + log.info(f"read_file: {relative_path=}") + + class ReadFileTool(Tool): + def _execute(self): + with self.langsrv.open_file(relative_path): + return self.langsrv.get_open_file_text(relative_path) + + return ReadFileTool(ctx).execute() + + +if __name__ == "__main__": + logging.basicConfig( + level=logging.DEBUG, stream=sys.stderr, format="%(levelname)-5s %(asctime)-15s %(name)s:%(funcName)s:%(lineno)d - %(message)s" + ) + mcp.run() diff --git a/uv.lock b/uv.lock index 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