Turbo Quant Memory
Rank #3,611io.github.Lexus2016/turbo-quant-memory
Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.
Turbo Quant Memory is a Model Context Protocol (MCP) server published by Lexus2016. It ranks #3,611 of 132,345 servers tracked on MCP Toplist, and its repository has 9 GitHub stars. Turbo Quant Memory is listed across 2 registries — Official MCP and Glama, with 5 tracked versions. It was first listed on May 22, 2026 and most recently updated on Sep 20, 2026.
Ranks ahead of 128,734 of 132,345 servers on MCP Toplist.
Use Turbo Quant Memory
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add turbo-quant-memory -e "TQMEMORY_FTS_LANGUAGE=<your TQMEMORY_FTS_LANGUAGE>" -e "TQMEMORY_EMBEDDING_BACKEND=<your TQMEMORY_EMBEDDING_BACKEND>" -e "TQMEMORY_MIGRATE_ON_STARTUP=<your TQMEMORY_MIGRATE_ON_STARTUP>" -e "TQMEMORY_SECRETS_PASSPHRASE=<your TQMEMORY_SECRETS_PASSPHRASE>" -- uvx turbo-quant-memory serveReplace each placeholder with your own value before saving.
[mcp_servers.turbo-quant-memory]
command = "uvx"
args = ["turbo-quant-memory", "serve"]
[mcp_servers.turbo-quant-memory.env]
TQMEMORY_FTS_LANGUAGE = "<your TQMEMORY_FTS_LANGUAGE>"
TQMEMORY_EMBEDDING_BACKEND = "<your TQMEMORY_EMBEDDING_BACKEND>"
TQMEMORY_MIGRATE_ON_STARTUP = "<your TQMEMORY_MIGRATE_ON_STARTUP>"
TQMEMORY_SECRETS_PASSPHRASE = "<your TQMEMORY_SECRETS_PASSPHRASE>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "<your TQMEMORY_FTS_LANGUAGE>",
"TQMEMORY_EMBEDDING_BACKEND": "<your TQMEMORY_EMBEDDING_BACKEND>",
"TQMEMORY_MIGRATE_ON_STARTUP": "<your TQMEMORY_MIGRATE_ON_STARTUP>",
"TQMEMORY_SECRETS_PASSPHRASE": "<your TQMEMORY_SECRETS_PASSPHRASE>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "<your TQMEMORY_FTS_LANGUAGE>",
"TQMEMORY_EMBEDDING_BACKEND": "<your TQMEMORY_EMBEDDING_BACKEND>",
"TQMEMORY_MIGRATE_ON_STARTUP": "<your TQMEMORY_MIGRATE_ON_STARTUP>",
"TQMEMORY_SECRETS_PASSPHRASE": "<your TQMEMORY_SECRETS_PASSPHRASE>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"turbo-quant-memory": {
"type": "stdio",
"command": "uvx",
"args": [
"turbo-quant-memory",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "<your TQMEMORY_FTS_LANGUAGE>",
"TQMEMORY_EMBEDDING_BACKEND": "<your TQMEMORY_EMBEDDING_BACKEND>",
"TQMEMORY_MIGRATE_ON_STARTUP": "<your TQMEMORY_MIGRATE_ON_STARTUP>",
"TQMEMORY_SECRETS_PASSPHRASE": "<your TQMEMORY_SECRETS_PASSPHRASE>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "<your TQMEMORY_FTS_LANGUAGE>",
"TQMEMORY_EMBEDDING_BACKEND": "<your TQMEMORY_EMBEDDING_BACKEND>",
"TQMEMORY_MIGRATE_ON_STARTUP": "<your TQMEMORY_MIGRATE_ON_STARTUP>",
"TQMEMORY_SECRETS_PASSPHRASE": "<your TQMEMORY_SECRETS_PASSPHRASE>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "<your TQMEMORY_FTS_LANGUAGE>",
"TQMEMORY_EMBEDDING_BACKEND": "<your TQMEMORY_EMBEDDING_BACKEND>",
"TQMEMORY_MIGRATE_ON_STARTUP": "<your TQMEMORY_MIGRATE_ON_STARTUP>",
"TQMEMORY_SECRETS_PASSPHRASE": "<your TQMEMORY_SECRETS_PASSPHRASE>"
}
}
}
}Replace each placeholder with your own value before saving.
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[](https://mcptoplist.com/server/io.github.Lexus2016%2Fturbo-quant-memory)<a href="https://mcptoplist.com/server/io.github.Lexus2016%2Fturbo-quant-memory"><img src="https://mcptoplist.com/badge/io.github.Lexus2016%2Fturbo-quant-memory.svg" alt="MCP Toplist: Top 5% of 132,345" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
Lexus2016
Available versions (5)
| Version | Published |
|---|---|
| 0.29.1 | Sep 20, 2026 |
| 0.29.0 | Sep 20, 2026 |
| 0.28.3 | Sep 16, 2026 |
| 0.28.2 | Sep 16, 2026 |
| 0.28.1 | Sep 16, 2026 |
Frequently asked questions
- Who maintains Turbo Quant Memory?
- Turbo Quant Memory is maintained by Lexus2016, which publishes 1 MCP server (5 total versions) tracked on MCP Toplist.
- Is Turbo Quant Memory listed on the Official MCP Registry?
- Yes — Turbo Quant Memory is listed on the Official MCP Registry, alongside Glama.
- How many versions does Turbo Quant Memory have?
- MCP Toplist tracks 5 versions of Turbo Quant Memory, most recently published on Sep 20, 2026.
- Where can I find the source code for Turbo Quant Memory?
- The source code for Turbo Quant Memory is hosted at github.com/Lexus2016/turbo_quant_memory.
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