Official MCP Registry · published 3h ago

mcp-server

io.github.vectros-ai/mcp-server

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

Version: 0.19.0
Runs: Locally
Packages: npm
Published: Nov 8, 2026

Get started

Add it to your agent

claude mcp add server -e VECTROS_API_KEY=… -- npx -y @vectros-ai/mcp-server@0.19.0

Run in your terminal. Add --scope project to share it with your team through .mcp.json.

codex mcp add server --env VECTROS_API_KEY=… -- npx -y @vectros-ai/mcp-server@0.19.0

Saved to ~/.codex/config.toml.

{
  "mcpServers": {
    "server": {
      "command": "npx",
      "args": [
        "-y",
        "@vectros-ai/mcp-server@0.19.0"
      ],
      "env": {
        "VECTROS_API_KEY": "…"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (or .cursor/mcp.json in a project).

{
  "servers": {
    "server": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@vectros-ai/mcp-server@0.19.0"
      ],
      "env": {
        "VECTROS_API_KEY": "…"
      }
    }
  }
}

Add to .vscode/mcp.json, then start it from the MCP view in Copilot Chat.

gemini mcp add server npx -y @vectros-ai/mcp-server@0.19.0

Saved to .gemini/settings.json.

Before you start

Environment variables

VECTROS_API_KEYrequiredsecretVectros API key. Use a least-privilege scoped key (ssk_...); mint one with `npx -y @vectros-ai/cli bootstrap`. Required for a registry install, which cannot ass
VECTROS_KEYRING_ALIASOptional. When VECTROS_API_KEY is unset and the vectros CLI is installed, resolve this keyring entry instead of the active one.
VECTROS_API_BASE_URLOverride the API base URL (default https://api.vectros.ai). Must be an official *.vectros.ai host.
VECTROS_MCP_TOOLSAllow-list: comma-separated names of the only tools to register (default: all 26 tools).