Vector MCP Server

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

Local serverstdio

What is the Vector MCP server?

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node. The vector mcp server wraps that behind the Model Context Protocol, so an assistant can use it through 9 defined tools rather than through you.

What it actually does

This MCP server is built with EU AI Act compliance built-in:

Its toolset

Everything the assistant can do here goes through one of these:

Adding it to your client

Installation goes through your MCP client rather than a global install: point it at @smithery/cli on npm and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.

When to reach for it

Plenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Vector's toolset — Well, Production-ready, Pro and 6 more — is a fair guide to whether it matches your workflow. It is maintained by CSOAI-ORG; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • With 9 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Vector.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the vector mcp server does with a few real requests.

Available tools

ToolWhat it does
Welldocumented API
Production-readyActive maintenance
Pro** $99/mo — Full MCP suite + EU AI Act tracking
Enterprise** $499/mo — Custom dev + SLA + Dedicated support
Website[meok.ai](https://meok.ai)
GitHub[CSOAI-ORG/vector-knowledge-graph-mcp](https://github.com/CSOAI-ORG/vector-knowledge-graph-mcp)
PyPI[pypi.org/project/vector-knowledge-graph-mcp](https://pypi.org/project/vector-knowledge-graph-mcp/)
DomainPurpose
TierPrice

How to install the Vector MCP server

{
  "mcpServers": {
    "vector-knowledge-graph": {
      "command": "npx",
      "args": ["-y", "@smithery/cli"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • Use Vector to Well.
  • Use Vector to Production-ready.
  • Use Vector to Pro.

Frequently asked questions

It connects Vector to MCP-compatible AI assistants such as Claude and Cursor, exposing 9 tools (Well, Production-ready, Pro, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Vector directly.