
Paper Invest
OfficialEnables realistic paper trading simulations through an API, allowing you to practice trading with authentic market conditions including slippage and partial fills across 22 broker platforms.
Provides realistic paper trading capabilities through Paper Invest's API, enabling trade execution, portfolio management, and market analysis with authentic simulation including NBBO matching, slippage, partial fills, and broker-specific rules across 22 different platforms.
What it does
- Get real-time stock quotes and market data
- Place simulated trades with market/limit/stop orders
- Track portfolio positions and P&L
- Fetch batch quotes for multiple symbols
- Simulate authentic trading conditions with NBBO matching
- Practice trading across 22 different broker platforms
Best for
About Paper Invest
Paper Invest is an official MCP server published by paperinvest that provides AI assistants with tools and capabilities via the Model Context Protocol. Experience realistic stock trading with Paper Invest, the advanced stock trading simulator for authentic stock market si It is categorized under finance.
How to install
You can install Paper Invest in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
License
Paper Invest is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
Paper MCP Server (@paperinvest/mcp-server)
Official Model Context Protocol (MCP) server for Paper's trading platform. Lets AI coding assistants (Cursor, Claude, etc.) interact with the Paper Trading API to fetch quotes, place paper orders, and inspect portfolios.
Install
# Global install (recommended for CLI usage)
npm i -g @paperinvest/mcp-server
# Or run with npx
npx @paperinvest/mcp-server --help
Node.js 16+ recommended.
Configure
Set your Paper API credentials via environment variables (shell or .env).
export PAPER_API_KEY=your_api_key
# Optional override
export PAPER_API_BASE_URL=https://api.paperinvest.io
IDE Integrations
Cursor
File: ~/.cursor/mcp.json
{
"mcpServers": {
"paper": {
"command": "paper-mcp-server",
"env": {
"PAPER_API_KEY": "your_api_key"
}
}
}
}
Claude Desktop
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"paper": {
"command": "paper-mcp-server",
"env": {
"PAPER_API_KEY": "your_api_key"
}
}
}
}
Tools Reference
paper.quote(symbol)— Get real-time NBBO quote for a symbolpaper.quotesBatch(symbols[])— Get quotes for multiple symbols in one requestpaper.order({ ... })— Place a simulated order (market/limit/stop, etc.)paper.portfolio(id)— Retrieve portfolio positions and P&L
See more tools and examples in the repository and on the MCP landing: https://paperinvest.io/mcp
Examples
Configs and demo scripts are in examples/:
examples/.cursor/mcp.json— Cursor integrationexamples/claude/claude_desktop_config.json— Claude integrationexamples/scripts/get-quote.sh— Example prompt to fetch a quoteexamples/scripts/place-order.sh— Example prompt to place an order
Getting Started
- Sign up at app.paperinvest.io
- Generate an API key from your account settings
- Add the configuration above with your API key
- Restart Claude Desktop or Cursor
Troubleshooting
- Ensure
paper-mcp-serveris in your PATH (npm prefix -gmay help). - Verify
PAPER_API_KEYis set in the same environment as your client. - Restart Cursor/Claude after changing config.
- Check connectivity to
https://api.paperinvest.io.
Links
- NPM: https://www.npmjs.com/package/@paperinvest/mcp-server
- GitHub: https://github.com/paperinvest/mcp-server
- MCP Landing: https://paperinvest.io/mcp
- API Docs: https://docs.paperinvest.io
Support
For support, visit paperinvest.io or email [email protected]
License
MIT © Paper Invest, Inc.
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