Raysurfer Code Caching
MCP server for LLM output caching and reuse. Caches and retrieves code from prior AI agent executions, delivering cached outputs up to 30x faster.
Raysurfer Code Caching MCP Server
MCP server that caches and reuses code from prior AI agent executions. Search before coding, upload after success.
No install required — runs via npx.
Setup
Get your API key from the dashboard.
Claude Desktop
Add to your claude_desktop_config.json:
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"raysurfer": {
"command": "npx",
"args": ["-y", "raysurfer-code-caching-mcp"],
"env": {
"RAYSURFER_API_KEY": "YOUR_API_KEY_HERE"
}
}
}
}
Claude Code
claude mcp add raysurfer -e RAYSURFER_API_KEY=YOUR_API_KEY_HERE -- npx -y raysurfer-code-caching-mcp
VS Code
Add to your .vscode/mcp.json:
{
"inputs": [
{
"password": true,
"id": "raysurfer-api-key",
"type": "promptString",
"description": "Raysurfer API Key"
}
],
"servers": {
"raysurfer": {
"command": "npx",
"args": ["-y", "raysurfer-code-caching-mcp"],
"env": {
"RAYSURFER_API_KEY": "${input:raysurfer-api-key}"
}
}
}
}
Tools
| Tool | Description |
|---|---|
raysurfer_search | Search for cached code matching a task (set public_snips: true to include community snippets) |
raysurfer_upload | Upload code after successful execution |
raysurfer_vote | Vote on cached code quality |
raysurfer_patterns | Get proven task-to-code patterns |
Resources
raysurfer://help- Help text about available tools and workflowraysurfer://status- Connection status and configuration
Development
bun install
bun run build
bun run dist/index.js
License
MIT
Related Servers
Scout Monitoring MCP
sponsorPut performance and error data directly in the hands of your AI assistant.
Alpha Vantage MCP Server
sponsorAccess financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
Universal MCP Server
A universal MCP server with a modular plugin architecture.
MCP Development Server
Manage software development projects with full context awareness and Docker-based code execution.
Clelp MCP Server
Discover and rate 1,700+ MCP servers and AI agent skills with community ratings from real usage.
MCP Server AI extension
Provides AI extension capabilities via the Model Context Protocol.
YetiBrowser MCP
YetiBrowser MCP is a fully open-source solution to allow AI assistants to easily interact with your existing browser
Honeybadger
Interact with the Honeybadger API for error monitoring and reporting using LLMs.
EndOfLife.date
Get end-of-life dates and support cycle information for various software products.
pip Package README MCP Server
Fetch READMEs, metadata, and search for Python packages on PyPI.
Baidu iRAG MCP Server
Generate images using Baidu's iRAG API through a standardized MCP interface.
Blender MCP Senpai
An AI-assisted mentor for Blender that detects topology issues and offers real-time improvement suggestions.