Persistent AI memory in a local SQLite file with hybrid FTS5 and vector search plus local Qwen3 embeddings and reranking; CLI-first, with an MCP server.
Setup
Choose your client, copy the config, then fill in any required environment variables.
claude mcp add mnemo -- uvx --from mnemo-mcp mnemo-mcp '#' serves http://127.0.0.1:8000/mcp by default~/.codex/config.toml
[mcp_servers.mnemo]
command = "uvx"
args = ["--from", "mnemo-mcp", "mnemo-mcp", "#", "serves", "http://127.0.0.1:8000/mcp", "by", "default"]
# codex mcp add mnemo -- uvx --from mnemo-mcp mnemo-mcp '#' serves http://127.0.0.1:8000/mcp by default~/.cursor/mcp.json
{
"mcpServers": {
"mnemo": {
"command": "uvx",
"args": [
"--from",
"mnemo-mcp",
"mnemo-mcp",
"#",
"serves",
"http://127.0.0.1:8000/mcp",
"by",
"default"
]
}
}
}.vscode/mcp.json
{
"servers": {
"mnemo": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"mnemo-mcp",
"mnemo-mcp",
"#",
"serves",
"http://127.0.0.1:8000/mcp",
"by",
"default"
]
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"mnemo": {
"command": "uvx",
"args": [
"--from",
"mnemo-mcp",
"mnemo-mcp",
"#",
"serves",
"http://127.0.0.1:8000/mcp",
"by",
"default"
]
}
}
}claude_desktop_config.json
{
"mcpServers": {
"mnemo": {
"command": "uvx",
"args": [
"--from",
"mnemo-mcp",
"mnemo-mcp",
"#",
"serves",
"http://127.0.0.1:8000/mcp",
"by",
"default"
]
}
}
}.trae/mcp.json
{
"mcpServers": {
"mnemo": {
"command": "uvx",
"args": [
"--from",
"mnemo-mcp",
"mnemo-mcp",
"#",
"serves",
"http://127.0.0.1:8000/mcp",
"by",
"default"
]
}
}
}