Prompt X is an AI agent context platform that lets users summon expert roles through natural conversation, persist context, and integrate tools via MCP-compatible endpoints. It ships desktop clients with a built-in MCP server and supports Claude, Cursor, and other AI apps.
Roles and tools are designed visually (Nuwa, Luban), with Docker/desktop deployment options, multilingual interfaces, and built-in document tools (Excel/Word/PDF). Users can self-host and bridge to external APIs with minimal setup.
Use Cases:
PromptX · Leading AI Agent Context Platform ✨ Chat is all you need - Revolutionary interaction design that turns AI agents into industry experts Core Capabilities:AI Role Creation Platform | Intelligent Tool Development Platform | Cognitive Memory System Based on MCP protocol, inject professional capabilities into Claude, Cursor and other AI applications with a single command
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English |
Issues
User: "Show me what experts are available"
AI: Instantly displays 23 available roles, from product managers to architects
User: "I need a product manager expert"
AI: Instantly transforms into a professional product manager with complete knowledge and methodologies
User: "Help me redesign the product page"
AI: Provides in-depth product strategy advice as a professional product manager
!PromptX Demo Video (https://www.youtube.com/watch?v=R6ENaj9i0oE)
Click to watch: See how PromptX transforms AI interactions with memory, roles, and intelligent tools
❌ Traditional approach:
✅ PromptX approach:
Treat AI as a person, not software
No need for "correct commands" - just natural expression. AI will understand what expert you want and instantly switch identities.
For all users - One-click launch, zero configuration
| Platform | Download Link |
|---|---|
| 🍎 macOS (Apple Silicon) | Download .dmg (https://promptx.deepractice.ai/download/latest/promptx-desktop-mac-arm64.dmg) |
| 🍎 macOS (Intel) | Download .dmg (https://promptx.deepractice.ai/download/latest/promptx-desktop-mac-x64.dmg) |
| 🪟 Windows | Download .exe (https://promptx.deepractice.ai/download/latest/promptx-desktop-win32-x64-setup.exe) |
📦 View All Releases & Platforms (https://promptx.deepractice.ai/download/) (Linux, Portable versions, etc.)
Start HTTP Service - Open client, automatically runs MCP server
Configure AI Application - Add the following configuration to your Claude/Cursor or other AI tools:
{
"mcpServers": {
"promptx": {
"type": "streamable-http",
"url": "http://127.0.0.1:5203/mcp"
}
}
}
Start Chatting - Say "Show me available experts" in your AI application
✅ No technical background required ✅ Visual management ✅ Auto-updates
💡 Need help? Join our Discord Community (https://discord.gg/rdmPr54K) for support and discussions!
Developers with Node.js environment can use directly:
{
"mcpServers": {
"promptx": {
"command": "npx",
"args": ["-y", "@promptx/mcp-server"]
}
}
}
Deploy PromptX with Docker for production environments:
docker run -d -p 5203:5203 -v ~/.promptx:/root/.promptx deepracticexs/promptx:latest
📚 Full Docker Documentation →
One sentence, one expert. Natural language creates professional AI roles.
💡 Want to try Nuwa? Say: "Activate Nuwa, I want to create an AI that understands both code and product"
| 💭 You Say | 🎭 Nuwa Creates | ✨ Result |
|---|---|---|
| "I need someone who understands both code and product" | Technical Product Manager role with dual expertise | AI instantly becomes TPM with engineering + product skills |
| "Create a Python expert who teaches like a patient mentor" | Python Mentor role with teaching methodology | AI transforms into educational programming guide |
| "I want an AI that writes like Hemingway" | Literary Writing Expert with style analysis | AI adopts concise, powerful writing style |
Any API, any platform. 3 minutes from credential to working tool.
💡 Want to try Luban? Say: "Activate Luban, I want AI to query our PostgreSQL database"
| 💭 You Say | 🔧 Luban Builds | ✨ Result |
|---|---|---|
| "Connect to our Slack workspace" + webhook URL | Slack notification tool with channel targeting | AI can post to any Slack channel |
| "Let AI query our PostgreSQL" + connection string | Database tool with safe read-only queries | AI executes SQL and analyzes data |
| "Integrate with OpenAI API" + API key | AI platform tool with model selection | AI chains multiple AI services |
From concept to compelling content. Master of authentic, engaging writing.
💡 Want to try Writer? Say: "Activate Writer, I need to write a tech blog that doesn't sound like AI"
| 💭 You Say | ✍️ Writer Creates | ✨ Result |
|---|---|---|
| "Write a technical blog about our new feature" | Deep technical content with user stories | Engaging post that developers actually want to read |
| "I need marketing copy that doesn't sound like AI" | Human-like copy with personality and persuasion | Content that converts because it feels authentic |
| "Help me write a product launch announcement" | ISSUE methodology: conversational detail gathering | Rich product story, not cold corporate speak |
Traditional AI Writing: Templates → Generic content → Readers spot AI instantly → Trust collapse
Writer Role: Real conversation → Unique details → Anti-AI processing → Genuinely human content
The magic: Nuwa gives AI knowledge, Luban gives AI power, Writer gives AI soul.
PromptX comes with professional document processing tools, turning AI into your office assistant.
Turn AI into your data analysis assistant and report generation expert.
📖 Learn More | 中文文档
Turn AI into your document reading expert and professional writing assistant.
📖 Learn More | 中文文档
Turn AI into your PDF reading expert with smart caching.
📖 Learn More | 中文文档
Star History Chart (https://api.star-history.com/svg?repos=Deepractice/PromptX&type=Date)
Windows desktop application code signing is provided by SignPath.io (https://signpath.io), certificate by SignPath Foundation (https://signpath.org).
Proudly brought to you by Deepractice (https://github.com/Deepractice)
Making AI your professional partner
🌐 Official Site (https://deepractice.ai) | 🔧 GitHub (https://github.com/Deepractice) | 📚 Documentation (https://docs.deepractice.ai) | 💬 Forum (https://x.deepractice.ai) | 🎮 Discord (https://discord.gg/rdmPr54K) | 🚀 Gateway Service (https://router.deepractice.ai)
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