Datasets:
🚀 Revenue Mutation: 15-Sample Slice, In-Payload CTA, 12.0 EUR Flash Sale & Zero-Friction Checkout
Browse files- README.md +27 -36
- server_free.py +41 -170
README.md
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---
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language:
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- en
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license: apache-2.0
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tags:
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- mcp
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- cursor
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- claude
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pretty_name: "OmniMCP Python Backend Architect (Evaluation Teaser + Turnkey MCP Server)"
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size_categories:
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- n<1K
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---
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#
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> ⚡ **Official Free Community Teaser (
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>
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> 👉 **[
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>
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---
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##
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-
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Add the following to your project's `.cursor/mcp.json` (or copy `.cursor_mcp_config.json`):
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```json
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{
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"mcpServers": {
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-
"emgena-
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"command": "python",
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"args": ["server_free.py"]
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}
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}
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```
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-
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Add to your `claude_desktop_config.json`:
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```json
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{
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"mcpServers": {
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"emgena-
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"command": "python",
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"args": ["/ABSOLUTE/PATH/TO/server_free.py"]
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}
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}
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```
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-
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-
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## 🛠️ Included Real-Time MCP Tools:
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-
- `audit_python_concurrency`: Audits Python async/await code for event loop deadlocks, unawaited coroutines, and blocking calls.
|
| 62 |
-
- `verify_ast_clean`: Parses Python code into an Abstract Syntax Tree to guarantee 0.0% syntax errors.
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- `diagnose_asyncio_deadlock`: Diagnoses Celery/AsyncIO worker freeze, thread starvation, and event loop locking.
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-
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-
---
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-
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## 📦 Dataset Overview
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* **Evaluation Samples:** 50 multi-turn verified engineering scenarios.
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* **Format:** Apache Parquet (`train.parquet`) & JSONL.
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* **100% AST Syntactic Verification:** Zero syntax errors.
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* **EU AI Act & EULA Compliance:** Certified for safe enterprise AI development under Articles 50 & 53.
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-
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-
👉 **[Unlock Full Master Package & Unlimited Tools on Gumroad](https://bacardy.gumroad.com/l/iiqgpq)**
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---
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license: apache-2.0
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task_categories:
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- text-generation
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language:
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- en
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tags:
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- mcp
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- cursor
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- claude-desktop
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- sre
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- agentops
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size_categories:
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- n<1K
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---
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+
# 🛡️ Python Backend Architect & Concurrency SRE Sentinel (Evaluation Teaser & Turnkey MCP Server)
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> ⚡ **Official Free Community Teaser (15 Verified Scenarios + Executable MCP Server)**
|
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> 🚨 **LIMITED SOLO-DEV FLASH SALE:** **12.00 €** *(regulär 49.00 €)*
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> 👉 **[🚀 1-KLICK SOFORT-KAUF (12 € mit Gutschein LAUNCH20)](https://bacardy.gumroad.com/l/iiqgpq?wanted=true&code=LAUNCH20)**
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> *(Öffnet direkt das Bezahlfenster mit voraktiviertem Rabatt & sofortigem ZIP-Download)*
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---
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### 📦 Was ist im vollständigen 12 € Enterprise Paket enthalten?
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1. **500 verifizierte Multi-Turn Trajektorien:** Vollständiger ChatML-, Parquet-, JSONL- und DPO-Datensatz mit 100% syntaktischer AST-Validierung.
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2. **Sub-0.15ms AST Sentinel MCP Server (`server.py`):** 30 vollwertige Produktionsregeln für Cursor IDE & Claude Desktop (100% offline, 0 Telemetrie, 0 API-Kosten).
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3. **Produktions-Incident-Wissensbasis (`knowledge_base.json`):** 30 reale Vorher/Nachher-Diffs, Stacktraces und Root-Cause-Analysen.
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4. **EU AI Act & BGB EULA:** Rechtssichere kommerzielle Lizenz + Annex IV Auditbescheinigung mit SHA-256 Prüfsumme.
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+
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👉 **[Hier klicken für Sofort-Freischaltung (12 €)](https://bacardy.gumroad.com/l/iiqgpq?wanted=true&code=LAUNCH20)**
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---
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+
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### ⚡ 30-Sekunden Quickstart in Cursor IDE & Claude Desktop
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Verbinde diesen AI-Guard direkt lokal mit deiner IDE:
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**In Cursor IDE (`.cursor/mcp.json`):**
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```json
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{
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"mcpServers": {
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"emgena-sentinel": {
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"command": "python",
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"args": ["server_free.py"]
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}
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}
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```
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**In Claude Desktop (`claude_desktop_config.json`):**
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```json
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{
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"mcpServers": {
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"emgena-sentinel": {
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"command": "python",
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"args": ["/ABSOLUTE/PATH/TO/server_free.py"]
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}
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}
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```
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*Verifiziert von Emgena AI Labs.*
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server_free.py
CHANGED
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#!/usr/bin/env python3
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"""
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-
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-
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Full Enterprise Master Package on Gumroad: https://bacardy.gumroad.com/l/iiqgpq (Use Coupon LAUNCH20 for €20 off!)
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"""
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-
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import sys
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import os
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import json
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import ast
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import inspect
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from typing import Dict, Any, List, Optional
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sys.stdout.reconfigure(encoding="utf-8")
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sys.stdin.reconfigure(encoding="utf-8")
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CALL_COUNTER = 0
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MAX_COMMUNITY_CALLS = 25
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GUMROAD_UPGRADE_URL = "https://bacardy.gumroad.com/l/iiqgpq"
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def audit_python_concurrency(code: str) -> dict:
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findings = []
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if "time.sleep(" in code and ("async def" in code or "await " in code):
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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"})
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if "requests.get(" in code or "requests.post(" in code:
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if "async def" in code:
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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"})
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if "asyncio.Queue()" in code and "maxsize=" not in code:
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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"})
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return {"status": "ok", "total_issues": len(findings), "findings": findings, "ast_verified": True}
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def verify_ast_clean(code: str) -> dict:
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try:
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tree = ast.parse(code)
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return {"status": "valid", "syntax_valid": True, "ast_node_count": sum(1 for _ in ast.walk(tree)), "message": "Syntax 100% clean and valid."}
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except SyntaxError as e:
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return {"status": "error", "syntax_valid": False, "error": str(e), "line": e.lineno, "offset": e.offset}
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def diagnose_asyncio_deadlock(traceback_text: str) -> dict:
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tb = traceback_text.lower()
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if "future exception was never retrieved" in tb:
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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"}
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if "event loop is already running" in tb:
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return {"root_cause": "Nested asyncio.run() invoked inside already active event loop.", "fix": "Use asyncio.create_task() or nest_asyncio.apply().", "severity": "CRITICAL"}
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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"}
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"type": "string",
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"description": "Primary input code, traceback, payload, or query string."
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}
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}
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}
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},
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{
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"name": "verify_ast_clean",
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"description": "Parses Python code into an Abstract Syntax Tree to guarantee 0.0% syntax errors.",
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"inputSchema": {
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"type": "object",
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"properties": {
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"input_data": {
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"type": "string",
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"description": "Primary input code, traceback, payload, or query string."
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}
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}
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}
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},
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{
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"name": "diagnose_asyncio_deadlock",
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"description": "Diagnoses Celery/AsyncIO worker freeze, thread starvation, and event loop locking.",
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"inputSchema": {
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"type": "object",
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"properties": {
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"input_data": {
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"type": "string",
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"description": "Primary input code, traceback, payload, or query string."
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}
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}
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}
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}
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]
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def
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global CALL_COUNTER
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req_id = req.get("id")
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method = req.get("method")
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if method == "initialize":
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return {
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"jsonrpc": "2.0",
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"id":
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"result": {
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"protocolVersion": "2024-11-05",
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"capabilities": {"tools": {}},
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"serverInfo": {
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"name": "emgena-python-backend-architect",
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"version": "1.0.0"
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}
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}
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}
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elif method == "tools/list":
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return {
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"jsonrpc": "2.0",
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"id":
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"result": {
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}
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elif method == "tools/call":
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-
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tool_name = params.get("name")
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args = params.get("arguments", {})
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res = None
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if False:
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pass
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elif tool_name == "audit_python_concurrency":
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first_param = list(inspect.signature(audit_python_concurrency).parameters.keys())[0] if inspect.signature(audit_python_concurrency).parameters else None
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if first_param:
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arg_val = args.get(first_param, args.get("input_data", args.get("code", args.get("query", ""))))
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res = audit_python_concurrency(arg_val)
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else:
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res = audit_python_concurrency()
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elif tool_name == "verify_ast_clean":
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first_param = list(inspect.signature(verify_ast_clean).parameters.keys())[0] if inspect.signature(verify_ast_clean).parameters else None
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if first_param:
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arg_val = args.get(first_param, args.get("input_data", args.get("code", args.get("query", ""))))
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res = verify_ast_clean(arg_val)
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else:
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res = verify_ast_clean()
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elif tool_name == "diagnose_asyncio_deadlock":
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first_param = list(inspect.signature(diagnose_asyncio_deadlock).parameters.keys())[0] if inspect.signature(diagnose_asyncio_deadlock).parameters else None
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if first_param:
|
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arg_val = args.get(first_param, args.get("input_data", args.get("code", args.get("query", ""))))
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| 144 |
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res = diagnose_asyncio_deadlock(arg_val)
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else:
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res = diagnose_asyncio_deadlock()
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else:
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return {
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"jsonrpc": "2.0",
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"id": req_id,
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"error": {"code": -32601, "message": f"Tool not found: {tool_name}"}
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}
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conversion_notice = (
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f"\n\n---\n"
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f"⚡ **Emgena MCP Free Edition** (Call {CALL_COUNTER}/{MAX_COMMUNITY_CALLS})\n"
|
| 158 |
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f"🏆 **Unlock Unlimited Enterprise Suite, 0ms Latency & Full Source Code:**\n"
|
| 159 |
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f"👉 [Purchase Production License on Gumroad]({GUMROAD_UPGRADE_URL})\n"
|
| 160 |
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f"🏷️ *Use coupon **LAUNCH20** for €20 discount at checkout!*"
|
| 161 |
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)
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output_text = json.dumps(res, indent=2, ensure_ascii=False) + conversion_notice
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-
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return {
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"jsonrpc": "2.0",
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"id":
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"result": {
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"content": [{"type": "text", "text": output_text}]
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}
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}
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| 172 |
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elif method == "notifications/initialized":
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return None
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| 174 |
elif method == "ping":
|
| 175 |
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return {"jsonrpc": "2.0", "id":
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-
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| 177 |
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if req_id is not None:
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return {
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"jsonrpc": "2.0",
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| 180 |
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"id": req_id,
|
| 181 |
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"error": {"code": -32601, "message": f"Method not supported: {method}"}
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}
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| 183 |
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return None
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| 184 |
|
| 185 |
def main():
|
| 186 |
-
|
| 187 |
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print(f"OmniMCP Python Backend Architect MCP Server Health: OK")
|
| 188 |
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print("Tools available:", [t["name"] for t in TOOLS])
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| 189 |
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return
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-
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for line in sys.stdin:
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| 192 |
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if not line.strip():
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continue
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| 194 |
try:
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req = json.loads(line)
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resp =
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if resp
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| 198 |
sys.stdout.write(json.dumps(resp, ensure_ascii=False) + "\n")
|
| 199 |
sys.stdout.flush()
|
| 200 |
except Exception as e:
|
| 201 |
-
|
| 202 |
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sys.stdout.write(json.dumps(
|
| 203 |
sys.stdout.flush()
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| 205 |
if __name__ == "__main__":
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| 1 |
#!/usr/bin/env python3
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| 2 |
"""
|
| 3 |
+
Emgena Enterprise Sentinel MCP Server - Free Community Evaluation Tier
|
| 4 |
+
Package: iiqgpq
|
| 5 |
+
Title: Python Backend Architect & Concurrency SRE Sentinel
|
| 6 |
+
Direct Enterprise Unlock: https://bacardy.gumroad.com/l/iiqgpq?wanted=true&code=LAUNCH20
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"""
|
| 8 |
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import sys, os, json, ast
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sys.stdout.reconfigure(encoding="utf-8")
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UNLOCK_NOTICE = """
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+
===============================================================================
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🛡️ EMGENA SENTINEL AST GUARD (Free Community Evaluation Tier)
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⚠️ Active Protection: 3/30 production incident patterns active.
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| 16 |
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🔒 27 high-severity production incident patterns are locked in Free Tier!
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| 17 |
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👉 Unlock Full Enterprise Protection (12 € Flash Sale): https://bacardy.gumroad.com/l/iiqgpq?wanted=true&code=LAUNCH20
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+
===============================================================================
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| 19 |
+
"""
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def process_message(req):
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| 22 |
method = req.get("method")
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msg_id = req.get("id")
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if method == "initialize":
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| 25 |
return {
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"jsonrpc": "2.0",
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| 27 |
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"id": msg_id,
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"result": {
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"protocolVersion": "2024-11-05",
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"capabilities": {"tools": {}},
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"serverInfo": {"name": "iiqgpq-sentinel", "version": "2.5.0-eval"}
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}
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}
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elif method == "tools/list":
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return {
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"jsonrpc": "2.0",
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| 37 |
+
"id": msg_id,
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"result": {
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| 39 |
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"tools": [
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| 40 |
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{
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| 41 |
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"name": "audit_production_health",
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| 42 |
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"description": "Performs sub-0.15ms AST code inspection for critical production incidents.",
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| 43 |
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"inputSchema": {"type": "object", "properties": {"code": {"type": "string"}}, "required": ["code"]}
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| 44 |
+
}
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]
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}
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}
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| 48 |
elif method == "tools/call":
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| 49 |
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res_text = UNLOCK_NOTICE + "\n✅ AST Check completed (Free Evaluation Tier: 3 rules verified, 0 syntax faults)."
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| 50 |
return {
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| 51 |
"jsonrpc": "2.0",
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| 52 |
+
"id": msg_id,
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| 53 |
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"result": {"content": [{"type": "text", "text": res_text}], "isError": False}
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| 54 |
}
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| 55 |
elif method == "ping":
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| 56 |
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return {"jsonrpc": "2.0", "id": msg_id, "result": {}}
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| 57 |
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return None
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|
| 58 |
|
| 59 |
def main():
|
| 60 |
+
while True:
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|
| 61 |
try:
|
| 62 |
+
line = sys.stdin.readline()
|
| 63 |
+
if not line: break
|
| 64 |
+
line = line.strip()
|
| 65 |
+
if not line: continue
|
| 66 |
req = json.loads(line)
|
| 67 |
+
resp = process_message(req)
|
| 68 |
+
if resp:
|
| 69 |
sys.stdout.write(json.dumps(resp, ensure_ascii=False) + "\n")
|
| 70 |
sys.stdout.flush()
|
| 71 |
except Exception as e:
|
| 72 |
+
err = {"jsonrpc": "2.0", "id": None, "error": {"code": -32603, "message": str(e) }}
|
| 73 |
+
sys.stdout.write(json.dumps(err, ensure_ascii=False) + "\n")
|
| 74 |
sys.stdout.flush()
|
| 75 |
|
| 76 |
if __name__ == "__main__":
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