finance

Paper Invest

paperinvest

by paperinvest

Experience realistic stock trading with Paper Invest, the advanced stock trading simulator for authentic stock market si

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.

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Both formats append explainx.ai attribution and the canonical URL for this MCP server listing.

Authentic simulation with slippage and partial fills22 different broker platforms supportedReal-time market data integration

best for

  • / Learning to trade without risking real money
  • / Testing trading strategies and algorithms
  • / Financial education and training
  • / AI assistants helping with investment analysis

capabilities

  • / 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

what it does

Enables 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.

about

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

MIT

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.

readme

Paper MCP Server (@paperinvest/mcp-server)

npm version npm downloads license

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.

<a href="https://glama.ai/mcp/servers/@paperinvest/mcp-server"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@paperinvest/mcp-server/badge" alt="Paper Server MCP server" /> </a>

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 symbol
  • paper.quotesBatch(symbols[]) — Get quotes for multiple symbols in one request
  • paper.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 integration
  • examples/claude/claude_desktop_config.json — Claude integration
  • examples/scripts/get-quote.sh — Example prompt to fetch a quote
  • examples/scripts/place-order.sh — Example prompt to place an order

Getting Started

  1. Sign up at app.paperinvest.io
  2. Generate an API key from your account settings
  3. Add the configuration above with your API key
  4. Restart Claude Desktop or Cursor

Troubleshooting

  • Ensure paper-mcp-server is in your PATH (npm prefix -g may help).
  • Verify PAPER_API_KEY is set in the same environment as your client.
  • Restart Cursor/Claude after changing config.
  • Check connectivity to https://api.paperinvest.io.

Links

Support

For support, visit paperinvest.io or email [email protected]

License

MIT © Paper Invest, Inc.

FAQ

What is the Paper Invest MCP server?
Paper Invest is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
How do MCP servers relate to agent skills?
Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
How are reviews shown for Paper Invest?
This profile displays 28 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.6 out of 5—verify behavior in your own environment before production use.

Use Cases

Extended AI Capabilities

Add new capabilities to Claude beyond text generation

Example

Access external data sources, execute code, interact with tools and services

Transform Claude from chatbot to action-taking agent

Context Enhancement

Provide Claude with access to relevant context and data

Example

Load project documentation, access knowledge bases, query databases

Get more accurate, context-aware responses

Workflow Automation

Automate multi-step workflows combining AI and external tools

Example

Research → Summarize → Create document → Send notification

Complete complex tasks end-to-end without manual steps

Implementation Guide

Prerequisites

  • Claude Desktop 0.7.0+ or Cursor IDE with MCP support
  • Basic understanding of MCP architecture and capabilities
  • Access credentials for integrated services (if required)
  • Willingness to experiment and iterate on configuration

Time Estimate

15-60 minutes depending on server complexity

Installation Steps

  1. 1.Install MCP server: npm install -g [package-name] or via GitHub
  2. 2.Add server configuration to ~/.claude/mcp.json
  3. 3.Provide required credentials and configuration
  4. 4.Restart Claude Desktop to load new server
  5. 5.Test basic functionality with simple prompts
  6. 6.Explore capabilities and experiment with use cases
  7. 7.Document successful patterns for reuse

Troubleshooting

  • MCP server not loading: Check config syntax, verify installation
  • Connection errors: Check network, firewall, credentials
  • Feature not working: Read server docs, check required parameters
  • Performance issues: Monitor resource usage, check for network latency
  • Conflicts with other servers: Check port assignments, namespace collisions

Best Practices

✓ Do

  • +Read server documentation thoroughly before setup
  • +Start with simple use cases to validate functionality
  • +Test in non-production environment first
  • +Monitor resource usage and performance
  • +Keep servers updated for bug fixes and new features
  • +Document configuration for team members
  • +Use environment variables for sensitive configuration

✗ Don't

  • Don't grant overly permissive access to MCP servers
  • Don't skip reading security considerations in docs
  • Don't expose sensitive data without proper controls
  • Don't run untrusted MCP servers without code review
  • Don't ignore error messages—investigate root cause

💡 Pro Tips

  • Combine multiple MCP servers for powerful workflows
  • Create custom MCP servers for your specific needs
  • Share successful configurations with team
  • Use MCP inspector for debugging
  • Join MCP community for tips and troubleshooting

Technical Details

Architecture

Model Context Protocol standardizes how AI hosts (Claude, Cursor) communicate with external tools and data sources through server implementations.

Protocols

  • Model Context Protocol (MCP)
  • JSON-RPC 2.0
  • stdio or HTTP transport

Compatibility

  • Claude Desktop
  • Cursor IDE
  • Custom MCP clients

When to Use This

✓ Use When

Use when you need Claude to access external data, execute actions, or integrate with tools. Best for extending AI capabilities beyond conversation.

✗ Avoid When

Avoid when native integrations exist (use official APIs directly), for real-time critical systems, or when security/compliance requires zero external dependencies.

Integration

  • Tool composition: Chain multiple MCP tools in workflows
  • Context augmentation: Provide AI with relevant external data
  • Action delegation: Let AI execute tasks on external systems
  • Bidirectional sync: Keep AI context and external systems in sync

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.

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Ratings

4.628 reviews
  • Emma Wang· Dec 24, 2024

    Strong directory entry: Paper Invest surfaces stars and publisher context so we could sanity-check maintenance before adopting.

  • Ren Chawla· Dec 20, 2024

    Paper Invest is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.

  • Sakshi Patil· Nov 11, 2024

    Strong directory entry: Paper Invest surfaces stars and publisher context so we could sanity-check maintenance before adopting.

  • Chaitanya Patil· Oct 2, 2024

    Useful MCP listing: Paper Invest is the kind of server we cite when onboarding engineers to host + tool permissions.

  • Fatima Wang· Sep 25, 2024

    Paper Invest reduced integration guesswork — categories and install configs on the listing matched the upstream repo.

  • Oshnikdeep· Sep 17, 2024

    We evaluated Paper Invest against two servers with overlapping tools; this profile had the clearer scope statement.

  • Kiara Tandon· Aug 16, 2024

    Paper Invest is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.

  • Ganesh Mohane· Aug 8, 2024

    We wired Paper Invest into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.

  • Rahul Santra· Jul 27, 2024

    Paper Invest reduced integration guesswork — categories and install configs on the listing matched the upstream repo.

  • Ren Perez· Jul 11, 2024

    I recommend Paper Invest for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.

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