
mcp wasm
A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment.
Repository Info
About This Server
A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment.
Model Context Protocol (MCP) - This server can be integrated with AI applications to provide additional context and capabilities, enabling enhanced AI interactions and functionality.
Documentation
WASM MCP Server
A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment.
Features
Calculator Tool
- Performs basic arithmetic operations (addition, subtraction, multiplication, division)
- Input validation and error handling
- Real-time calculation results
Storage System
- Key-value storage functionality
- Set and retrieve values using string keys
- Persistent storage within the browser session
- Template-based resource handling
Technical Implementation
Server Components
server.ts: Core MCP server implementation with tool and resource definitionsmain.ts: Client-side integration and UI interaction handlingbrowser-transport.ts: Custom transport layer for browser communication
Architecture
- Uses the Model Context Protocol SDK for server implementation
- Implements a custom browser transport layer
- Tools are registered with callback functions
- Resources use template paths with parameter substitution
Key Concepts
-
Tools
- Registered using
server.tool() - Execute via callback functions
- Schema validation using Zod
- Registered using
-
Resources
- Template-based paths (e.g.,
storage://{key}) - Accessed via
readCallback - Parameterized resource handling
- Template-based paths (e.g.,
Usage
Calculator
- Select an operation (add, subtract, multiply, divide)
- Enter two numbers
- Click "Calculate" to see the result
- Error handling for invalid inputs and division by zero
Storage
- Enter a key and value in the respective fields
- Click "Set Storage" to store the value
- Enter a key and click "Get Storage" to retrieve a value
- Feedback provided for successful operations and errors
Dependencies
- @modelcontextprotocol/sdk
- Zod (for schema validation)
- TypeScript
- Vite (for development and building)
Project Structure
mcp-wasm-poc/
├── src/
│ └── web/
│ ├── server.ts # MCP server implementation
│ ├── main.ts # Client-side logic
│ └── browser-transport.ts # Browser transport layer
├── index.html # Web interface
└── package.json # Project dependencies
Error Handling
- Server initialization errors
- Tool execution errors
- Resource access errors
- Input validation
- Transport layer errors
Future Enhancements
- Additional calculator operations
- Persistent storage across sessions
- Enhanced UI/UX
- Additional MCP tools and resources
- WASM optimization
Development
This is a proof-of-concept implementation demonstrating the feasibility of running an MCP server in a web browser using WebAssembly. The implementation focuses on demonstrating core MCP concepts while maintaining simplicity and clarity.
Quick Start
Clone the repository
git clone https://github.com/beekmarks/mcp-wasmInstall dependencies
cd mcp-wasm
npm installFollow the documentation
Check the repository's README.md file for specific installation and usage instructions.
Repository Details
Recommended MCP Servers
Discord MCP
Enable AI assistants to seamlessly interact with Discord servers, channels, and messages.
Knit MCP
Connect AI agents to 200+ SaaS applications and automate workflows.
Apify MCP Server
Deploy and interact with Apify actors for web scraping and data extraction.
BrowserStack MCP
BrowserStack MCP Server for automated testing across multiple browsers.
Zapier MCP
A Zapier server that provides automation capabilities for various apps.