Builds a temporal knowledge graph of a codebase's modules, symbols and decisions with Graphiti and Neo4j, served to coding agents.
Setup
Choose your client, copy the config, then fill in any required environment variables.
claude mcp add memex-stifler7 --env NEO4J_URI='<NEO4J_URI>' --env NEO4J_USER='<NEO4J_USER>' --env NEO4J_PASSWORD='<NEO4J_PASSWORD>' --env GEMINI_API_KEY='<GEMINI_API_KEY>' -- npx -y stifler-memex-mcp~/.codex/config.toml
[mcp_servers.memex-stifler7]
command = "npx"
args = ["-y", "stifler-memex-mcp"]
env = { NEO4J_URI = "<NEO4J_URI>", NEO4J_USER = "<NEO4J_USER>", NEO4J_PASSWORD = "<NEO4J_PASSWORD>", GEMINI_API_KEY = "<GEMINI_API_KEY>" }
# codex mcp add memex-stifler7 --env NEO4J_URI='<NEO4J_URI>' --env NEO4J_USER='<NEO4J_USER>' --env NEO4J_PASSWORD='<NEO4J_PASSWORD>' --env GEMINI_API_KEY='<GEMINI_API_KEY>' -- npx -y stifler-memex-mcp~/.cursor/mcp.json
{
"mcpServers": {
"memex-stifler7": {
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp"
],
"env": {
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USER": "<NEO4J_USER>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"GEMINI_API_KEY": "<GEMINI_API_KEY>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"memex-stifler7": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp"
],
"env": {
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USER": "<NEO4J_USER>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"GEMINI_API_KEY": "<GEMINI_API_KEY>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"memex-stifler7": {
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp"
],
"env": {
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USER": "<NEO4J_USER>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"GEMINI_API_KEY": "<GEMINI_API_KEY>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"memex-stifler7": {
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp"
],
"env": {
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USER": "<NEO4J_USER>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"GEMINI_API_KEY": "<GEMINI_API_KEY>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"memex-stifler7": {
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp"
],
"env": {
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USER": "<NEO4J_USER>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"GEMINI_API_KEY": "<GEMINI_API_KEY>"
}
}
}
}Environment variables
NEO4J_URINEO4J_USERNEO4J_PASSWORDGEMINI_API_KEY
Replace the placeholders with your own credentials and keep them out of version control.