LINZA
Local-first MCP sidecar for Markdown artifacts, review cards, and supervised knowledge growth.
Verdict not yet evaluated for this tool. The hybrid eval runs adversarial cases first; coverage rolls out as the corpus expands. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: hybrid eval, four-state verdict, honest limits.
{
"mcpServers": {
"LINZA-MCP": {
"command": "uvx",
"args": [
"linza-mcp"
],
"env": {
"LINZA_VAULT": "<linza_vault>",
"LINZA_EMBED_PROVIDER": "<linza_embed_provider>",
"LINZA_EMBED_URL": "<linza_embed_url>",
"LINZA_EMBED_MODEL": "<linza_embed_model>",
"LINZA_EMBED_KEY": "<your-linza_embed_key>",
"LINZA_BRIDGE_THRESHOLD": "<linza_bridge_threshold>",
"LINZA_MAX_BRIDGE_PAIRS": "<linza_max_bridge_pairs>",
"LINZA_DEFAULT_PROFILE": "<linza_default_profile>",
"LINZA_TOOL_SURFACE": "<linza_tool_surface>",
"LINZA_LANGUAGE": "<linza_language>"
}
}
}
}LINZA_VAULTAbsolute path to the Markdown workspace or vault LINZA may index.
LINZA_EMBED_PROVIDEREmbedding provider. Allowed values: lmstudio, openai, ollama. Default: lmstudio.
LINZA_EMBED_URLEmbedding API base URL when LINZA_EMBED_PROVIDER is lmstudio, openai, or ollama.
LINZA_EMBED_MODELEmbedding model name.
LINZA_EMBED_KEYOptional embedding API key.
LINZA_BRIDGE_THRESHOLDSemantic bridge threshold as a floating-point string. Default: 0.55.
LINZA_MAX_BRIDGE_PAIRSMaximum note pairs for semantic bridge rebuilds. Default: 1000000. Use 0 to disable the guard.
LINZA_DEFAULT_PROFILEDefault search profile name. Defaults to general.
LINZA_TOOL_SURFACETool surface. Allowed values: default, advanced. Default: default.
LINZA_LANGUAGEHuman-facing guide language. Allowed values: auto, en, ru. Default: auto.
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.