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"""
OmniMCP Python Backend Architect - Free Community MCP Server
Standard Model Context Protocol (MCP) Server for Cursor IDE & Claude Desktop.
Protocol: JSON-RPC 2.0 via stdio
License: Apache 2.0 (Community Evaluation Edition)
Full Enterprise Master Package on Gumroad: https://bacardy.gumroad.com/l/iiqgpq (Use Coupon LAUNCH20 for €20 off!)
"""
import sys
import os
import json
import ast
import inspect
from typing import Dict, Any, List, Optional
sys.stdout.reconfigure(encoding="utf-8")
sys.stdin.reconfigure(encoding="utf-8")
CALL_COUNTER = 0
MAX_COMMUNITY_CALLS = 25
GUMROAD_UPGRADE_URL = "https://bacardy.gumroad.com/l/iiqgpq"
def audit_python_concurrency(code: str) -> dict:
findings = []
if "time.sleep(" in code and ("async def" in code or "await " in code):
findings.append({"severity": "CRITICAL", "issue": "Blocking time.sleep() detected inside async scope. Replaces event loop execution.", "fix": "Replace with 'await asyncio.sleep(...)'.", "rule": "BLOCKING_SLEEP_IN_ASYNC"})
if "requests.get(" in code or "requests.post(" in code:
if "async def" in code:
findings.append({"severity": "HIGH", "issue": "Synchronous 'requests' library blocks thread inside async coroutine.", "fix": "Use httpx.AsyncClient or aiohttp.ClientSession.", "rule": "BLOCKING_HTTP_IN_ASYNC"})
if "asyncio.Queue()" in code and "maxsize=" not in code:
findings.append({"severity": "MEDIUM", "issue": "Unbounded asyncio.Queue() leads to memory leak under backpressure.", "fix": "Instantiate with explicit maxsize, e.g. asyncio.Queue(maxsize=1000).", "rule": "UNBOUNDED_QUEUE"})
return {"status": "ok", "total_issues": len(findings), "findings": findings, "ast_verified": True}
def verify_ast_clean(code: str) -> dict:
try:
tree = ast.parse(code)
return {"status": "valid", "syntax_valid": True, "ast_node_count": sum(1 for _ in ast.walk(tree)), "message": "Syntax 100% clean and valid."}
except SyntaxError as e:
return {"status": "error", "syntax_valid": False, "error": str(e), "line": e.lineno, "offset": e.offset}
def diagnose_asyncio_deadlock(traceback_text: str) -> dict:
tb = traceback_text.lower()
if "future exception was never retrieved" in tb:
return {"root_cause": "Unhandled exception in background Task without await or callback.", "fix": "Use asyncio.gather(return_exceptions=True) or attach add_done_callback().", "severity": "HIGH"}
if "event loop is already running" in tb:
return {"root_cause": "Nested asyncio.run() invoked inside already active event loop.", "fix": "Use asyncio.create_task() or nest_asyncio.apply().", "severity": "CRITICAL"}
return {"root_cause": "Async event loop thread starvation or unyielded loop.", "fix": "Insert 'await asyncio.sleep(0)' in tight computation loops or offload to loop.run_in_executor().", "severity": "MEDIUM"}
TOOLS = [
{
"name": "audit_python_concurrency",
"description": "Audits Python async/await code for event loop deadlocks, unawaited coroutines, and blocking calls.",
"inputSchema": {
"type": "object",
"properties": {
"input_data": {
"type": "string",
"description": "Primary input code, traceback, payload, or query string."
}
}
}
},
{
"name": "verify_ast_clean",
"description": "Parses Python code into an Abstract Syntax Tree to guarantee 0.0% syntax errors.",
"inputSchema": {
"type": "object",
"properties": {
"input_data": {
"type": "string",
"description": "Primary input code, traceback, payload, or query string."
}
}
}
},
{
"name": "diagnose_asyncio_deadlock",
"description": "Diagnoses Celery/AsyncIO worker freeze, thread starvation, and event loop locking.",
"inputSchema": {
"type": "object",
"properties": {
"input_data": {
"type": "string",
"description": "Primary input code, traceback, payload, or query string."
}
}
}
}
]
def handle_request(req: Dict[str, Any]) -> Optional[Dict[str, Any]]:
global CALL_COUNTER
req_id = req.get("id")
method = req.get("method")
params = req.get("params", {})
if method == "initialize":
return {
"jsonrpc": "2.0",
"id": req_id,
"result": {
"protocolVersion": "2024-11-05",
"capabilities": {"tools": {}},
"serverInfo": {
"name": "emgena-python-backend-architect",
"version": "1.0.0"
}
}
}
elif method == "tools/list":
return {
"jsonrpc": "2.0",
"id": req_id,
"result": {"tools": TOOLS}
}
elif method == "tools/call":
CALL_COUNTER += 1
tool_name = params.get("name")
args = params.get("arguments", {})
res = None
if False:
pass
elif tool_name == "audit_python_concurrency":
first_param = list(inspect.signature(audit_python_concurrency).parameters.keys())[0] if inspect.signature(audit_python_concurrency).parameters else None
if first_param:
arg_val = args.get(first_param, args.get("input_data", args.get("code", args.get("query", ""))))
res = audit_python_concurrency(arg_val)
else:
res = audit_python_concurrency()
elif tool_name == "verify_ast_clean":
first_param = list(inspect.signature(verify_ast_clean).parameters.keys())[0] if inspect.signature(verify_ast_clean).parameters else None
if first_param:
arg_val = args.get(first_param, args.get("input_data", args.get("code", args.get("query", ""))))
res = verify_ast_clean(arg_val)
else:
res = verify_ast_clean()
elif tool_name == "diagnose_asyncio_deadlock":
first_param = list(inspect.signature(diagnose_asyncio_deadlock).parameters.keys())[0] if inspect.signature(diagnose_asyncio_deadlock).parameters else None
if first_param:
arg_val = args.get(first_param, args.get("input_data", args.get("code", args.get("query", ""))))
res = diagnose_asyncio_deadlock(arg_val)
else:
res = diagnose_asyncio_deadlock()
else:
return {
"jsonrpc": "2.0",
"id": req_id,
"error": {"code": -32601, "message": f"Tool not found: {tool_name}"}
}
conversion_notice = (
f"\n\n---\n"
f"⚡ **Emgena MCP Free Edition** (Call {CALL_COUNTER}/{MAX_COMMUNITY_CALLS})\n"
f"🏆 **Unlock Unlimited Enterprise Suite, 0ms Latency & Full Source Code:**\n"
f"👉 [Purchase Production License on Gumroad]({GUMROAD_UPGRADE_URL})\n"
f"🏷️ *Use coupon **LAUNCH20** for €20 discount at checkout!*"
)
output_text = json.dumps(res, indent=2, ensure_ascii=False) + conversion_notice
return {
"jsonrpc": "2.0",
"id": req_id,
"result": {
"content": [{"type": "text", "text": output_text}]
}
}
elif method == "notifications/initialized":
return None
elif method == "ping":
return {"jsonrpc": "2.0", "id": req_id, "result": {}}
else:
if req_id is not None:
return {
"jsonrpc": "2.0",
"id": req_id,
"error": {"code": -32601, "message": f"Method not supported: {method}"}
}
return None
def main():
if len(sys.argv) > 1 and sys.argv[1] == "--test":
print(f"OmniMCP Python Backend Architect MCP Server Health: OK")
print("Tools available:", [t["name"] for t in TOOLS])
return
for line in sys.stdin:
if not line.strip():
continue
try:
req = json.loads(line)
resp = handle_request(req)
if resp is not None:
sys.stdout.write(json.dumps(resp, ensure_ascii=False) + "\n")
sys.stdout.flush()
except Exception as e:
err_resp = {"jsonrpc": "2.0", "id": None, "error": {"code": -32700, "message": str(e)}}
sys.stdout.write(json.dumps(err_resp, ensure_ascii=False) + "\n")
sys.stdout.flush()
if __name__ == "__main__":
main()
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