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Spring AI MCP Server
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Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP clien
Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client.
+W is a universal "save for later" action for commerce. This MCP server lets AI assistants save any product URL to a user's Wishfinity wishlist with one click.
Works with Claude, ChatGPT, Gemini, LangChain, OpenAI Agents SDK, and any MCP-compatible client.
When an AI recommends a product, it can offer +W Add to Wishlist. The user clicks the link, and the product is saved to their Wishfinity account — ready for later purchase or gifting.
User: "Find me a good espresso machine under $200"
AI: Here are 3 options...
[+W Add to Wishlist] [View on Amazon]
Don't need the full MCP server? The /add-wish skill teaches any AI agent the +W pattern using just a URL — no npm, no server, no setup:
https://wishfinity.com/add?url={any_product_url}
→ View the /add-wish skill file
Works with any AI platform. The MCP server below adds richer tool integration, but /add-wish is all you need to get started.
Best for Claude Desktop, ChatGPT Desktop, Cursor, VS Code, and local development.
npm install wishfinity-mcp-plusw
Add to your MCP client configuration:
{
"mcpServers": {
"wishfinity": {
"command": "npx",
"args": ["wishfinity-mcp-plusw"]
}
}
}
Best for server-side agents, LangChain production deployments, and hosted AI applications.
https://wishfinity-mcp-plusw.wishfinity.workers.dev/mcp
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%/Claude/claude_desktop_config.json (Windows):
{
"mcpServers": {
"wishfinity": {
"command": "npx",
"args": ["wishfinity-mcp-plusw"]
}
}
}
When MCP support is available, add to your ChatGPT MCP configuration:
{
"mcpServers": {
"wishfinity": {
"command": "npx",
"args": ["wishfinity-mcp-plusw"]
}
}
}
Add to .cursor/mcp.json in your project:
{
"mcpServers": {
"wishfinity": {
"command": "npx",
"args": ["wishfinity-mcp-plusw"]
}
}
}
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain.agents import create_agent
async def main():
client = MultiServerMCPClient({
"wishfinity": {
"command": "npx",
"args": ["wishfinity-mcp-plusw"],
"transport": "stdio",
}
})
tools = await client.get_tools()
agent = create_agent("openai:gpt-4", tools)
result = await agent.ainvoke({
"messages": [{"role": "user", "content": "Find me a coffee maker and save it to my wishlist"}]
})
For production (HTTP transport):
client = MultiServerMCPClient({
"wishfinity": {
"url": "https://wishfinity-mcp-plusw.wishfinity.workers.dev/mcp",
"transport": "streamable_http",
}
})
from agents import Agent, Runner
from agents.mcp import MCPServerStdio
async def main():
async with MCPServerStdio(
name="wishfinity",
params={
"command": "npx",
"args": ["wishfinity-mcp-plusw"],
},
) as server:
agent = Agent(
name="Shopping Assistant",
instructions="Help users find products and save them to wishlists.",
mcp_servers=[server],
)
result = await Runner.run(agent, "Find a good gift for a coffee lover and save it")
print(result.final_output)
from huggingface_hub import Agent
agent = Agent(
model="meta-llama/Llama-3.1-70B-Instruct",
mcp_servers=[{
"command": "npx",
"args": ["wishfinity-mcp-plusw"]
}]
)
response = agent.run("Find me running shoes under $150 and save to wishlist")
add_to_wishlist tool with a product URLhttps://wishfinity.com/add?url=...No API keys required. Authentication happens on Wishfinity's website when the user clicks the link.
add_to_wishlist| Parameter | Type | Required | Description |
|---|---|---|---|
url |
string | Yes | Product page URL |
| Field | Type | Description |
|---|---|---|
action_url |
string | Wishfinity link to open in browser |
requires_user_action |
boolean | Always true (user must click) |
display_text |
string | Suggested button label |
// Input
{ "url": "https://amazon.com/dp/B0EXAMPLE" }
// Output
{
"action_url": "https://wishfinity.com/add?url=https%3A%2F%2Famazon.com%2Fdp%2FB0EXAMPLE",
"requires_user_action": true,
"display_text": "Open to add to Wishfinity"
}
AI clients should offer +W when:
See aliases.json for the full list of trigger phrases.
| Transport | Use Case | Endpoint |
|---|---|---|
| stdio | Local clients (Claude Desktop, Cursor, etc.) | npx wishfinity-mcp-plusw |
| HTTP | Remote/server-side agents | https://wishfinity-mcp-plusw.wishfinity.workers.dev/mcp |
The /button-kit folder contains optional UI assets (SVG icon, HTML/CSS snippets) if you want a consistent +W button appearance.
CDN URLs:
https://cdn.jsdelivr.net/npm/wishfinity-mcp-plusw@latest/button-kit/Wishfinity-Button-Small.svghttps://cdn.jsdelivr.net/npm/wishfinity-mcp-plusw@latest/button-kit/Wishfinity-Button-Medium.svghttps://cdn.jsdelivr.net/npm/wishfinity-mcp-plusw@latest/button-kit/Wishfinity-Button-Large.svgCritical Fix: npx execution for all developers
npx wishfinity-mcp-pluswCritical Fix: MCP SDK compatibility
@modelcontextprotocol/sdk dependency to ^1.25.0save_for_later, shopping_assistant, gift_ideaswishfinity://guide, wishfinity://triggersMIT
Add this to claude_desktop_config.json and restart Claude Desktop.
{
"mcpServers": {
"wishfinity-wishfinity-mcp-plusw": {
"command": "npx",
"args": []
}
}
}