Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
Setup
Choose your client, copy the config, then fill in any required environment variables.
claude mcp add gctrl --env GCTRL_API_TOKEN='<GCTRL_API_TOKEN>' -- npx -y gctrl-mcp~/.codex/config.toml
[mcp_servers.gctrl]
command = "npx"
args = ["-y", "gctrl-mcp"]
env = { GCTRL_API_TOKEN = "<GCTRL_API_TOKEN>" }
# codex mcp add gctrl --env GCTRL_API_TOKEN='<GCTRL_API_TOKEN>' -- npx -y gctrl-mcp~/.cursor/mcp.json
{
"mcpServers": {
"gctrl": {
"command": "npx",
"args": [
"-y",
"gctrl-mcp"
],
"env": {
"GCTRL_API_TOKEN": "<GCTRL_API_TOKEN>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"gctrl": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gctrl-mcp"
],
"env": {
"GCTRL_API_TOKEN": "<GCTRL_API_TOKEN>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"gctrl": {
"command": "npx",
"args": [
"-y",
"gctrl-mcp"
],
"env": {
"GCTRL_API_TOKEN": "<GCTRL_API_TOKEN>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"gctrl": {
"command": "npx",
"args": [
"-y",
"gctrl-mcp"
],
"env": {
"GCTRL_API_TOKEN": "<GCTRL_API_TOKEN>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"gctrl": {
"command": "npx",
"args": [
"-y",
"gctrl-mcp"
],
"env": {
"GCTRL_API_TOKEN": "<GCTRL_API_TOKEN>"
}
}
}
}Environment variables
GCTRL_API_TOKEN
Replace the placeholders with your own credentials and keep them out of version control.