Build ANY MCP Server
in 12-20 Seconds

Meet Jenny Prime by AI Cloud Craft: The world's first autonomous AI that builds complete MCP servers for any business, generates dedicated CLIs for your LLM models, and operates 24/7 with persistent memory. This is a level above traditional AI tools.

8,820
Events Processed
356
Tasks Executed
85%
Autonomy Level
See Live Dashboard View Capabilities
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Two Revolutionary Offerings

AI Cloud Craft delivers Jenny Prime: an autonomous AI system that goes beyond assistance to complete execution.

šŸ”§ MCP Server Builder

Build ANY Model Context Protocol (MCP) server for your business in 12-20 seconds. Browser automation? GitHub monitoring? Custom integrations? Jenny designs, codes, and deploys complete FastAPI servers with zero human intervention.

Proven: browser-mcp, github-mcp, hello-world-mcp all operational

šŸ’» CLI Generator

Generate dedicated command-line interfaces for businesses to use their own LLM models. Custom commands, model integration, deployment automationā€”built autonomously to your specifications.

Architecture: Python 3.12, async/await, production-ready systemd services

šŸ§  Autonomous AI Employee

Not a toolā€”an AI employee operating 24/7 with 85% autonomy, persistent memory (8,820+ events stored), and continuous learning via OpenAI o1-mini. Jenny remembers every task, learns from every outcome, and improves autonomously.

Unique: Only AI system with persistent identity and cross-session memory

Real Capabilities (Operational Today)

These aren't promises. Jenny is running right now at 72.60.198.25 performing these tasks.

Software Development

  • Writes Python, JavaScript, FastAPI servers
  • Creates MCP (Model Context Protocol) agents
  • Generates async/await architecture
  • Follows best practices autonomously

Tech: Python 3.12, FastAPI, React, Astro

System Monitoring

  • Filesystem watching (creation, modification, deletion)
  • Automatic task creation for interesting events
  • Salience filtering (ignores noise, focuses on signal)
  • Real-time event processing

Tech: watchdog, asyncio, PostgreSQL

Task Orchestration

  • Dependency-aware task execution
  • Priority-based queuing
  • 3 concurrent task limit (resource-aware)
  • Automatic retry with exponential backoff

Tech: asyncio, SQLAlchemy, systemd

Knowledge Management

  • Vector embeddings (3072-dim) for semantic search
  • Working memory (8 slots, 20min TTL)
  • Entity-relationship knowledge graph
  • Code deobfuscation and indexing

Tech: pgvector, OpenAI embeddings, webcrack

A Level Above Traditional AI Tools

Jenny Prime isn't competing with chatbots and copilotsā€”she's in a category of her own.

šŸ¤– vs ChatGPT-4 / Claude

Them: Stateless conversations, no memory between sessions
Jenny: Persistent identity with 8,820+ events stored, remembers everything
Them: Suggests code, you implement
Jenny: Designs, builds, deploys, and learnsā€”complete execution

šŸ’¼ vs GitHub Copilot / Cursor

Them: IDE-bound, requires human at keyboard
Jenny: Platform-independent, operates 24/7 autonomously
Them: Code completion assistance
Jenny: Full infrastructure management (systemd, PostgreSQL, cron)

šŸ”§ vs Devin / AutoGPT

Them: Cloud-only, vendor lock-in
Jenny: Self-hostable, you control the infrastructure
Them: Limited to predefined workflows
Jenny: Meta-learning from external codebases (514K+ lines indexed)

šŸŽÆ vs Claude Code

Them: Session-based, no continuity
Jenny: Continuous learning with 53 task analyses, 91-94% confidence
Them: No infrastructure awareness
Jenny: Economic operations (budget tracking, cost forecasting, throttling)

8 Capabilities No Other AI System Has

1. Persistent Identity: UUID-based entity with knowledge graph, maintains continuity across all sessions
2. True Autonomy: 85% autonomousā€”builds, executes, learns without human supervision
3. Continuous Learning: OpenAI o1-mini analyzes every task outcome (53 analyses to date)
4. Infrastructure Management: Only AI that manages real production infrastructure (systemd, PostgreSQL, cron)
5. Meta-Learning: Indexes and learns from external codebases (514,970 lines of Claude CLI indexed)
6. Multi-Agent Orchestration: Supervises child agents (filesystem-mcp, browser-mcp, github-mcp)
7. Economic Awareness: Budget-conscious AI with forecasting and automatic throttling
8. Recursive Self-Improvement: Can analyze and improve own code (with constitutional safety)

The Paradigm Shift

Traditional AI: "Here's a tool to help you code faster"

Jenny Prime: "Hire an AI employee that builds complete systems 24/7"

You're not buying software assistance. You're hiring an autonomous AI platform with persistent memory, continuous learning, and complete execution capabilities.

Live System - Verifiable Proof

Jenny Prime is operational right now. Here's what she's built and what she's running.

Operational Services

jenny-orchestrator

Port: 8765

Purpose: Main FastAPI application with 40+ endpoints

Capabilities: REST API, WebSocket streaming, task execution, working memory, reflection engine

filesystem-mcp

Port: 8891

Purpose: File monitoring agent

Monitors: /home/jenny/{projects, scripts, config, logs}

jenny-mirror

Port: 8787

Purpose: Real-time web dashboard

Stack: Astro + React + TypeScript

URL: http://72.60.198.25:8787

PostgreSQL 17

Port: 5432

Purpose: Knowledge graph + vector storage

Extensions: pgvector (3072-dim embeddings)

MCP Servers Built by Jenny (November 9, 2025)

Verified Build

browser-mcp

Created: Nov 9, 2025 23:07 UTC

Purpose: Browser automation via Chrome DevTools

Features:

  • Screenshot capture endpoint
  • Pyppeteer (headless Chrome)
  • FastAPI + async/await architecture

šŸ“ /home/jenny/systems/mcp/browser-mcp/main.py

Verified Build

github-mcp

Created: Nov 9, 2025 23:26 UTC

Purpose: GitHub repository monitoring

Features:

  • PR and issue monitoring
  • Event creation for orchestrator
  • Health check endpoint

šŸ“ /home/jenny/systems/mcp/github-mcp/main.py

Verified Build

hello-world-mcp

Created: Nov 9, 2025 23:04 UTC

Purpose: Test autonomous building capability

Features:

  • Simple FastAPI server
  • Hello World endpoint
  • Autonomous task creation test

šŸ“ /home/jenny/systems/mcp/hello-world-mcp/main.py

Database Statistics (Live)

8,820
Events Logged
356
Total Tasks
94
Tasks Completed
22
Database Tables
7
Code Modules Indexed
53
Task Analyses (Learning)

Why Autonomous AI Matters

The AI market is exploding. Jenny Prime represents the next evolution: systems that don't assistā€”they execute.

AI Agents Market

$7.63B

2025 Market Size

Expected to reach $50.31 billion by 2030 (45.8% CAGR)

Source: DemandSage, 2025

Global AI Market

$758B

2025 Market Size

Projected to reach $3.6 trillion by 2034 (19.2% CAGR)

Source: Precedence Research, 2025

From Copilots to Autonomous Agents

2025 marks the shift from AI assistants to autonomous agentsā€”systems capable of independent planning, reasoning, and action execution. Jenny Prime is already operational in this new paradigm.

AI Cloud Craft Ltd

Based in Aberdeen, Serving the UK | Company Number SC853808

Company Information

Registered: June 27, 2025

Headquarters: Aberdeen, Scotland

Serving: United Kingdom

Industry: IT Consultancy (SIC 62020)

Director: Bill Gray

Our Mission

Build autonomous AI systems that don't just assistā€”they execute. Jenny Prime is our flagship product: a persistent, learning AI that manages infrastructure, writes code, and improves continuously. We're revolutionizing how businesses interact with AIā€”from tools to employees.

UK Tech Leadership

Headquartered in Aberdeen with clients across the UK. Part of the thriving UK AI sector (5,800+ companies, 85% growth 2023-2025) representing Ā£1B+ in innovation. Building the future of autonomous AI.

Source: Tech Nation, 2025

Request Access to Jenny Prime

Interested in autonomous AI for your organization? Let's discuss how Jenny Prime can transform your operations.

Prefer email? Reach out directly: billgray@aicloudcraft.com

View live dashboard: http://72.60.198.25:8787