SERVER

Vector Search API

Rank #19440

smithery/axel-belfort/vector-search

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

First listed
Apr 12, 2026
Last publish date
May 16, 2026
OVERVIEW

Vector Search API is a Model Context Protocol (MCP) server published by Br0ski777. It ranks #19440 of 58,900 servers tracked on MCP Toplist. Vector Search API is listed across 2 registries — Official MCP and Smithery, with 2 tracked versions. It was first listed on Apr 12, 2026 and most recently updated on May 16, 2026.

STANDING
#19,440of 58,900 tracked serversTop 50%

Ranks ahead of 39,460 of 58,900 servers on MCP Toplist.

CONNECT

Use Vector Search API

Add Vector Search API to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Remote · SSE
{
  "mcpServers": {
    "vector-search": {
      "url": "https://vector-search.api.klymax402.com/mcp"
    }
  }
}
REGISTRIES

Listed on 1 registry (1 delisted)

SmitheryDelisted · last seen Apr 27, 2026
ORGANIZATION

Br0ski777

Organization
Total servers
101
Total versions
253
MORE FROM THIS PUBLISHER

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VERSIONS

Available versions (2)

VersionPublished
1.1.0May 16, 2026
1.0.0Apr 12, 2026
FAQ

Frequently asked questions

What is Vector Search API?
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
Who maintains Vector Search API?
Vector Search API is maintained by Br0ski777, which publishes 101 MCP servers (253 total versions) tracked on MCP Toplist.
Is Vector Search API an official MCP server?
Yes — Vector Search API is listed on the Official MCP Registry, alongside Smithery.
How many versions does Vector Search API have?
MCP Toplist tracks 2 versions of Vector Search API, most recently published on May 16, 2026.
Where can I find the source code for Vector Search API?
The source code for Vector Search API is hosted at github.com/Br0ski777/vector-search-x402.
EXPLORE
Vector Search API - MCP Server #19440 | MCP Toplist