In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
Install
Run one of the commands below, then add the client config underneath.
https://vector-search.api.klymax402.com/mcpClient configuration
Paste into Claude Desktop, Cursor (mcp.json), VS Code or any MCP client, then restart the client.
{
"mcpServers": {
"vector-search": {
"url": "https://vector-search.api.klymax402.com/mcp"
}
}
}About this server
Vector Search API is listed in the Developer Tools category of the MCPNav directory. It is distributed as SSE and can be loaded by any client that speaks the Model Context Protocol.
Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.
Frequently asked questions
What is the Vector Search API MCP server?＋
Vector Search API is an MCP server by Br0ski777. In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
How do I install Vector Search API?＋
Install it with: https://vector-search.api.klymax402.com/mcp. Then add the JSON config to your client's MCP settings and restart the client.
Is Vector Search API free to use?＋
The MCP server itself is free to install. The source is public on https://github.com/Br0ski777/vector-search-x402. Any third-party API it calls (such as a search or maps API) may require its own key and billing.
Which clients support Vector Search API?＋
Any MCP-compatible client can use it, including Claude Desktop, Cursor, VS Code, Windsurf and custom agents.