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Vectros AI MCP Server

by vectros-ai Your server? Claim it
local only

Vectros AI runs on your own machine — the client starts it, so there is no endpoint to ping. 297 installs a week from npm. Last commit 18 Sep 2026.

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

Installs per day peak 271 · avg 43 · +168% w/w
a month agotoday
297
Installs / week
npm · @vectros-ai/mcp-server
3
Stars
0 open issues
18 Sep 2026
Last commit
0 releases in 90 days
Apache-2.0
License
TypeScript

What the code does

We read the source, 9 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Builds a file path from a variable src/resolve-key.ts:298
      const candidate = path.join(dir, command + ext);
In the project's build, not in the package

Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.

Builds a database query by concatenation .github/workflows/publish-mcpb-release.yml:46
      - name: Create or update the GitHub Release
        env:
          GH_TOKEN: ${{ github.token }}

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add mcp-server -- npx -y @vectros-ai/mcp-server
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp-server": {
      "args": [
        "-y",
        "@vectros-ai/mcp-server"
      ],
      "command": "npx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp-server]
command = "npx"
args = ["-y", "@vectros-ai/mcp-server"]
.cursor/mcp.json
{
  "mcpServers": {
    "mcp-server": {
      "args": [
        "-y",
        "@vectros-ai/mcp-server"
      ],
      "command": "npx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "mcp-server": {
      "args": [
        "-y",
        "@vectros-ai/mcp-server"
      ],
      "command": "npx"
    }
  }
}

This one needs environment variables set before it will start: VECTROS_API_KEY (Vectros 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 assume any other tooling is present. If you also install the vectros CLI (0.9.0+), the server can instead resolve the key from its keyring and this can be left unset.), VECTROS_KEYRING_ALIAS (Optional. When VECTROS_API_KEY is unset and the vectros CLI is installed, resolve this keyring entry instead of the active one.), VECTROS_API_BASE_URL (Override the API base URL (default https://api.vectros.ai). Must be an official *.vectros.ai host.), VECTROS_MCP_TOOLS (Comma-separated subset of tool names to register (default: all 23 tools).). The author declared them in the registry entry; get the values from the project itself.

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Vectros AI — questions

Answers built from our own checks of this server.

Why is there no uptime for Vectros AI?
Vectros AI runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @vectros-ai/mcp-server was installed 297 times last week.
How do I connect Vectros AI?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls @vectros-ai/mcp-server straight from npm; nothing to host, nothing to sign up for.
How many people use Vectros AI?
The npm package @vectros-ai/mcp-server was installed 297 times in the last week. Week over week that is +168%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Vectros AI open source?
Yes — it is published under the Apache-2.0 licence, written in TypeScript and 3 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.