Search / io.github.Lexus2016/turbo-quant-memory
Turbo Quant Memory
L0· runs locallyLocal-first memory and knowledge graph for coding agents. Compact retrieval, no network.
v0.32.0 · active · repository · website · descriptor JSON · versions
Search / io.github.Lexus2016/turbo-quant-memory
L0· runs locallyLocal-first memory and knowledge graph for coding agents. Compact retrieval, no network.
v0.32.0 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory==0.32.0",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "English",
"TQMEMORY_EMBEDDING_BACKEND": "fastembed",
"TQMEMORY_MIGRATE_ON_STARTUP": "0",
"TQMEMORY_SECRETS_PASSPHRASE": "${TQMEMORY_SECRETS_PASSPHRASE}"
}
}
}
}claude mcp add turbo-quant-memory -e "TQMEMORY_FTS_LANGUAGE=English" -e "TQMEMORY_EMBEDDING_BACKEND=fastembed" -e "TQMEMORY_MIGRATE_ON_STARTUP=0" -e "TQMEMORY_SECRETS_PASSPHRASE=${TQMEMORY_SECRETS_PASSPHRASE}" -- uvx turbo-quant-memory==0.32.0 serve[mcp_servers.turbo-quant-memory]
command = "uvx"
args = ["turbo-quant-memory==0.32.0", "serve"]
env = { "TQMEMORY_FTS_LANGUAGE" = "English", "TQMEMORY_EMBEDDING_BACKEND" = "fastembed", "TQMEMORY_MIGRATE_ON_STARTUP" = "0", "TQMEMORY_SECRETS_PASSPHRASE" = "${TQMEMORY_SECRETS_PASSPHRASE}" }
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"turbo-quant-memory": {
"type": "local",
"command": [
"uvx",
"turbo-quant-memory==0.32.0",
"serve"
],
"enabled": true,
"environment": {
"TQMEMORY_FTS_LANGUAGE": "English",
"TQMEMORY_EMBEDDING_BACKEND": "fastembed",
"TQMEMORY_MIGRATE_ON_STARTUP": "0",
"TQMEMORY_SECRETS_PASSPHRASE": "{env:TQMEMORY_SECRETS_PASSPHRASE}"
}
}
}
}{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory==0.32.0",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "English",
"TQMEMORY_EMBEDDING_BACKEND": "fastembed",
"TQMEMORY_MIGRATE_ON_STARTUP": "0",
"TQMEMORY_SECRETS_PASSPHRASE": "${TQMEMORY_SECRETS_PASSPHRASE}"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=turbo-quant-memory&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJ0dXJiby1xdWFudC1tZW1vcnk9PTAuMzIuMCIsInNlcnZlIl0sImVudiI6eyJUUU1FTU9SWV9GVFNfTEFOR1VBR0UiOiJFbmdsaXNoIiwiVFFNRU1PUllfRU1CRURESU5HX0JBQ0tFTkQiOiJmYXN0ZW1iZWQiLCJUUU1FTU9SWV9NSUdSQVRFX09OX1NUQVJUVVAiOiIwIiwiVFFNRU1PUllfU0VDUkVUU19QQVNTUEhSQVNFIjoiJHtUUU1FTU9SWV9TRUNSRVRTX1BBU1NQSFJBU0V9In19"
}{
"servers": {
"turbo-quant-memory": {
"type": "stdio",
"command": "uvx",
"args": [
"turbo-quant-memory==0.32.0",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "English",
"TQMEMORY_EMBEDDING_BACKEND": "fastembed",
"TQMEMORY_MIGRATE_ON_STARTUP": "0",
"TQMEMORY_SECRETS_PASSPHRASE": "${TQMEMORY_SECRETS_PASSPHRASE}"
}
}
}
}{
"mcpServers": {
"turbo-quant-memory": {
"command": "uvx",
"args": [
"turbo-quant-memory==0.32.0",
"serve"
],
"env": {
"TQMEMORY_FTS_LANGUAGE": "English",
"TQMEMORY_EMBEDDING_BACKEND": "fastembed",
"TQMEMORY_MIGRATE_ON_STARTUP": "0",
"TQMEMORY_SECRETS_PASSPHRASE": "${TQMEMORY_SECRETS_PASSPHRASE}"
}
}
}
}extensions:
"turbo-quant-memory":
enabled: true
name: "turbo-quant-memory"
type: stdio
cmd: "uvx"
args:
- "turbo-quant-memory==0.32.0"
- "serve"
envs:
"TQMEMORY_FTS_LANGUAGE": "English"
"TQMEMORY_EMBEDDING_BACKEND": "fastembed"
"TQMEMORY_MIGRATE_ON_STARTUP": "0"
"TQMEMORY_SECRETS_PASSPHRASE": "${TQMEMORY_SECRETS_PASSPHRASE}"
timeout: 300
Placeholders to fill from your own secret store: ${TQMEMORY_SECRETS_PASSPHRASE}. The registry never accepts secret values.
This is a local package: the command runs on your machine.
Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)stability.changes, stability.rug_pulltool list unknownNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo +website ~liveness-unmeasured +updated-2d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPIthis version is not known to the dependency resolver
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
turbo-quant-memory | pypi | 0.32.0 | uvx | TQMEMORY_SECRETS_PASSPHRASE |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.Lexus2016/turbo-quant-memory",
"title": "Turbo Quant Memory",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.32.0",
"packages": [
{
"version": "0.32.0",
"transport": {
"type": "stdio"
},
"identifier": "turbo-quant-memory",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"packageArguments": [
{
"type": "positional",
"value": "serve",
"isRequired": true,
"description": "Run the memory server over stdio."
}
],
"environmentVariables": [
{
"name": "TQMEMORY_FTS_LANGUAGE",
"default": "English",
"description": "Snowball stemmer for the BM25 lane. Use Russian for Cyrillic-dominant corpora."
},
{
"name": "TQMEMORY_EMBEDDING_BACKEND",
"default": "fastembed",
"description": "Embedder backend. Default fastembed (ONNX); sentence-transformers needs the [torch] extra."
},
{
"name": "TQMEMORY_MIGRATE_ON_STARTUP",
"default": "0",
"description": "Set to 1 to apply pending schema migrations automatically on startup."
},
{
"name": "TQMEMORY_SECRETS_PASSPHRASE",
"isSecret": true,
"description": "Argon2id passphrase for the secrets vault on headless hosts. Omit to use the OS keyring."
}
]
}
],
"repository": {
"url": "https://github.com/Lexus2016/turbo_quant_memory",
"source": "github"
},
"websiteUrl": "https://github.com/Lexus2016/turbo_quant_memory#readme",
"description": "Local-first memory and knowledge graph for coding agents. Compact retrieval, no network."
}