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vecscope MCP Server

local only

vecscope runs on your own machine — the client starts it, so there is no endpoint to ping. 3 369 installs a week from pypi. Last commit 6 Nov 2026.

Deterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall

Installs per day peak 1 305 · avg 186 · +51% w/w
a month agotoday
3 369
Installs / week
pypi · vecscope
1
Stars
0 open issues
6 Nov 2026
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check vecscope every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

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 vecscope -- uvx vecscope
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "vecscope": {
      "command": "uvx",
      "args": [
        "vecscope"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.vecscope]
command = "uvx"
args = ["vecscope"]
.cursor/mcp.json
{
  "mcpServers": {
    "vecscope": {
      "command": "uvx",
      "args": [
        "vecscope"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "vecscope": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "vecscope"
      ]
    }
  }
}

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vecscope — questions

Answers built from our own checks of this server.

Why is there no uptime for vecscope?
vecscope 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 pypi package vecscope was installed 3 369 times last week.
How do I connect vecscope?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls vecscope straight from pypi; nothing to host, nothing to sign up for.
How many people use vecscope?
The pypi package vecscope was installed 3 369 times in the last week. Week over week that is +51%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is vecscope open source?
Yes — it is published under the MIT licence, written in Python and 1 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.