memgraph/mcp-memgraph

Databases

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y ai-toolkit

Agent-CoreX intelligently routes which tools from memgraph/mcp-memgraph your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "ai-toolkit": {
      "command": "npx",
      "args": [
        "-y",
        "ai-toolkit"
      ]
    }
  }
}

Connect in 2 minutes. Only pay for the tools your agent actually uses.

Query and manage PostgreSQL databases directly

Query and manage MySQL/MariaDB databases

Lightweight SQL database operations with SQLite

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add ai-toolkit

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Use memgraph/mcp-memgraph directly without routing

npx -y ai-toolkit