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3 changes: 2 additions & 1 deletion .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -2,4 +2,5 @@ uploads
downloads
toolkilt/.venv/
toolkilt/__pycache__/
toolkilt/tools/__pycache__/
toolkilt/tools/__pycache__/
**/__pycache__/
19 changes: 19 additions & 0 deletions .vscode/launch.json
Original file line number Diff line number Diff line change
@@ -0,0 +1,19 @@
{
"version": "0.2.0",
"configurations": [
{
"name": "Python: MCP Server",
"type": "debugpy",
"request": "launch",
"program": "${workspaceFolder}/api.py",
"console": "integratedTerminal",
"justMyCode": false,
"env": {
"PYTHONPATH": "${workspaceFolder}",
// "FASTMCP_DEBUG": "true",
// "FASTMCP_LOG_LEVEL": "DEBUG",
"PYDEVD_DISABLE_FILE_VALIDATION": "1"
}
}
]
}
11 changes: 8 additions & 3 deletions Dockerfile
Original file line number Diff line number Diff line change
@@ -1,11 +1,16 @@
# Use the official Jupyter Notebook image
FROM jupyter/base-notebook:latest

# Install FastAPI and Uvicorn
RUN pip install fastapi uvicorn python-multipart

# Copy the API script to the root directory
COPY mcp_wrap /home/jovyan/mcp_wrap
COPY src /home/jovyan/src
COPY api.py /home/jovyan/api.py
COPY requirements.txt /home/jovyan/requirements.txt

# Install FastAPI and Uvicorn
RUN pip install --no-cache-dir --upgrade pip && \
pip install --no-cache-dir uv && \
uv pip install --system --no-cache-dir -r requirements.txt

# Expose port 8888 for the Jupyter Notebook
EXPOSE 8888
Expand Down
199 changes: 109 additions & 90 deletions api.py
Original file line number Diff line number Diff line change
@@ -1,30 +1,42 @@
from fastapi import FastAPI, HTTPException, File, UploadFile, Form
from pydantic import BaseModel
from fastapi.responses import FileResponse
from fastapi import Body, Depends, FastAPI, HTTPException, File, Request, UploadFile, Form
from fastapi.responses import FileResponse, JSONResponse
from fastapi_mcp import FastApiMCP, AuthConfig
import subprocess
import os
import shutil
from typing import List, Dict

app = FastAPI()

class CodeExecutionRequest(BaseModel):
session_id: str
code: str
env: Dict[str, str] = {}

class PackageInstallationRequest(BaseModel):
session_id: str
packages: List[str]

class TerminateSessionRequest(BaseModel):
session_id: str

from src.entities import *
from src.controllers import ExecController
from src.utils.session import get_session_id
from src.config import Config
from src.services.auth import authenticate_request
TAGS = ['MCP']
ID_NAME = "session_id"
MCP_OPERATIONS = [
"install_packages",
"code_execute",
"terminate_session",
]



app = FastAPI(
title=Config.TITLE,
description=Config.DESCRIPTION,
version=Config.VERSION,
docs_url="/",
# redoc_url="/redoc"
)
exec_controller = ExecController()
session_manager = {}

@app.post("/install")
def install_packages(request: PackageInstallationRequest):
session_id = request.session_id
@app.post(
"/install",
operation_id="install_packages",
description="Install packages in isolated environment",
tags=TAGS
)
def install_packages(request: PackageInstall):
session_id = get_session_id(request)

if session_id not in session_manager:
session_manager[session_id] = {
Expand All @@ -34,47 +46,73 @@ def install_packages(request: PackageInstallationRequest):

try:
# Install packages if any are provided and not already installed
for package in request.packages:
if package not in session_manager[session_id]["packages"]:
subprocess.check_call([f"pip install {package}"], shell=True)
session_manager[session_id]["packages"].add(package)

return {"status": "success", "installed_packages": list(session_manager[session_id]["packages"])}
return JSONResponse(
status_code=200,
content={
ID_NAME: session_id,
**exec_controller.install_packages(session_id, session_manager, request.packages)
}
)
except subprocess.CalledProcessError as e:
raise HTTPException(status_code=500, detail=str(e))

@app.post("/execute")
def run_code(request: CodeExecutionRequest):
session_id = request.session_id

@app.post(
"/execute",
operation_id="code_execute",
description="Execute code in isolated environment",
tags=TAGS,
dependencies=[Depends(authenticate_request)]
)
def code_execute(body: CodeExecution = Body(...)):
session_id = get_session_id(body)
if session_id not in session_manager:
session_manager[session_id] = {
"packages": set(),
"files": set()
}

try:
# Set environment variables
for key, value in request.env.items():
os.environ[key] = value

# Create session directory if it doesn't exist
session_dir = f"/tmp/{session_id}"
os.makedirs(session_dir, exist_ok=True)

# Write code to a temporary file
code_file_path = f"{session_dir}/temp_code.py"
with open(code_file_path, "w") as code_file:
code_file.write(request.code)
code_file_path = exec_controller.exec_service.write_code(session_id, body.code)
session_manager[session_id]["files"].add(code_file_path)

# Run the code
result = subprocess.run(["python", code_file_path], capture_output=True, text=True)

return {"status": "success", "output": result.stdout, "errors": result.stderr}
return JSONResponse(
status_code=200,
content={
ID_NAME: session_id,
**exec_controller.execute_python(code_file_path).model_dump()
}
)

except subprocess.CalledProcessError as e:
raise HTTPException(status_code=500, detail=str(e))

@app.post(
"/terminate",
operation_id="terminate_session",
description="Terminate session",
tags=TAGS
)
def terminate_session(request: SessionId):
session_id = get_session_id(request)

if session_id not in session_manager:
raise HTTPException(status_code=404, detail="Session not found.")

try:
deleted_session = exec_controller.exec_service.uninstall_packages(session_id, session_manager)
return JSONResponse(
status_code=200,
content={
ID_NAME: session_id,
**deleted_session
}
)
except subprocess.CalledProcessError as e:
raise HTTPException(status_code=500, detail=str(e))
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))

@app.post("/upload")
async def create_upload_file(session_id: str = Form(...), file: UploadFile = File(...)):
if session_id not in session_manager:
Expand All @@ -84,48 +122,14 @@ async def create_upload_file(session_id: str = Form(...), file: UploadFile = Fil
}

try:
# Create session directory if it doesn't exist
session_dir = f"/tmp/{session_id}"
os.makedirs(session_dir, exist_ok=True)

file_location = f"{session_dir}/{file.filename}"
with open(file_location, "wb+") as file_object:
shutil.copyfileobj(file.file, file_object)

session_manager[session_id]["files"].add(file_location)

return {"filename": file.filename, "location": file_location}
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))

@app.post("/terminate")
def terminate_session(request: TerminateSessionRequest):
session_id = request.session_id

if session_id not in session_manager:
raise HTTPException(status_code=404, detail="Session not found.")

try:
# Uninstall packages
packages_to_remove = " ".join(session_manager[session_id]["packages"])
if packages_to_remove:
subprocess.check_call([f"pip uninstall -y {packages_to_remove}"], shell=True)

# Remove files and directory
for file_path in session_manager[session_id]["files"]:
if os.path.exists(file_path):
os.remove(file_path)

session_dir = f"/tmp/{session_id}"
if os.path.exists(session_dir):
os.rmdir(session_dir)

# Clean up session
del session_manager[session_id]

return {"status": "success", "message": f"Session {session_id} terminated successfully."}
except subprocess.CalledProcessError as e:
raise HTTPException(status_code=500, detail=str(e))
upload_file = exec_controller.upload_file(session_id, session_manager, file)
return JSONResponse(
status_code=200,
content={
ID_NAME: session_id,
**upload_file
}
)
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))

Expand All @@ -139,6 +143,21 @@ def download_file(session_id: str, filename: str):

return FileResponse(path=file_path, filename=filename)


mcp = FastApiMCP(
app,
name=Config.TITLE,
description=Config.DESCRIPTION,
include_operations=MCP_OPERATIONS,
auth_config=AuthConfig(
dependencies=[Depends(authenticate_request)],
),
describe_all_responses=True,
describe_full_response_schema=True,
)
mcp.mount()
mcp.setup_server()

if __name__ == '__main__':
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=8000)
uvicorn.run(app, host="0.0.0.0", port=8020)
5 changes: 5 additions & 0 deletions requirements.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
fastapi
uvicorn
python-multipart
python-dotenv
fastapi-mcp
11 changes: 11 additions & 0 deletions src/config/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,11 @@
import os

from dotenv import load_dotenv

load_dotenv()

class Config:
API_URL = os.getenv("API_URL", "http://localhost:8020")
VERSION = os.getenv("VERSION", "0.1.0")
TITLE = os.getenv("TITLE", "MCP Python Sandbox")
DESCRIPTION = os.getenv("DESCRIPTION", "MCP API for Python Sandbox by Ensō Labs")
19 changes: 19 additions & 0 deletions src/controllers/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,19 @@
from fastapi import File, UploadFile
from src.services.exec import ExecService
from typing import List

class ExecController:
def __init__(self):
self.exec_service: ExecService = ExecService()

def execute_python(self, code_file_path: str):
return self.exec_service.execute_python(code_file_path)

def install_packages(self, session_id: str, session_manager, packages: List[str]):
return self.exec_service.install_packages(session_id, session_manager, packages)

def upload_file(self, session_id: str, session_manager, file: UploadFile = File(...)):
return self.exec_service.upload_file(session_id, session_manager, file)

def uninstall_packages(self, session_id: str, session_manager):
return self.exec_service.uninstall_packages(session_id, session_manager)
17 changes: 17 additions & 0 deletions src/entities/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
from pydantic import BaseModel
from typing import Dict, List

class SessionId(BaseModel):
session_id: str = None

class CodeExecution(SessionId):
code: str
env: Dict[str, str] = {}

class PackageInstall(SessionId):
packages: List[str]

class PythonResult(BaseModel):
status: str
output: str
errors: str
10 changes: 10 additions & 0 deletions src/middleware/api_key.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
from starlette.exceptions import HTTPException
from src.config import Config

# Middleware function to check API key authentication
def middleware(req_ctx):
scope = req_ctx.scope
headers = {k: v for k, v in scope.get("headers", {})} if scope is not None else {}

if headers.get("x-api-key") != Config.MCP_API_KEY.value:
raise HTTPException(status_code=401, detail="Unauthorized")
11 changes: 11 additions & 0 deletions src/services/auth.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,11 @@

from fastapi import Request
import os

def authenticate_request(request: Request):
# Set environment variables from request headers with EXEC_ prefix
for key, value in request.headers.items():
if key.lower().startswith("exec_"):
env_var = key.upper().replace("EXEC_", "")
os.environ[env_var] = value
return request
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