LINZA MCP
A local-first MCP sidecar that indexes Markdown folders and Obsidian vaults into a local SQLite database. It provides agents with a map of topics, material formats, and semantic connections without modifying source files. It enforces a mandatory review workflow where users approve intents before agents apply changes, ensuring supervised knowledge growth and explicit context application.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Index Markdown folders and Obsidian vaults into a local SQLite database
- Identify semantic topics and material formats within knowledge bases
- Map connections and causal chains between documents
- Enforce mandatory human review before agent actions are applied
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
linza-mcp 0.2.2
{
"version": "0.2.2",
"transport": "stdio",
"identifier": "linza-mcp",
"runtimeHint": "uvx",
"registryType": "pypi",
"environmentVariables": [
{
"name": "LINZA_VAULT",
"format": "string",
"default": "./vault",
"description": "Absolute path to the Markdown workspace or vault LINZA may index. Defaults to ./vault."
},
{
"name": "LINZA_EMBED_PROVIDER",
"format": "string",
"description": "Embedding provider. Allowed values: lmstudio, openai, ollama. Default: lmstudio."
},
{
"name": "LINZA_EMBED_URL",
"format": "string",
"description": "Embedding API base URL when LINZA_EMBED_PROVIDER is lmstudio, openai, or ollama."
},
{
"name": "LINZA_EMBED_MODEL",
"format": "string",
"description": "Embedding model name."
},
{
"name": "LINZA_EMBED_KEY",
"format": "string",
"description": "Optional embedding API key."
},
{
"name": "LINZA_BRIDGE_THRESHOLD",
"format": "string",
"description": "Semantic bridge threshold as a floating-point string. Default: 0.55."
},
{
"name": "LINZA_MAX_BRIDGE_PAIRS",
"format": "string",
"description": "Maximum note pairs for semantic bridge rebuilds. Default: 1000000. Use 0 to disable the guard."
},
{
"name": "LINZA_DEFAULT_PROFILE",
"format": "string",
"description": "Default search profile name. Defaults to general."
},
{
"name": "LINZA_LANGUAGE",
"format": "string",
"description": "User-facing guide language. Allowed values: auto, en, ru. Default: auto."
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"linza-mcp": {
"command": "uvx",
"args": [
"linza-mcp==0.2.2"
],
"env": {
"LINZA_VAULT": "<YOUR_LINZA_VAULT>",
"LINZA_EMBED_PROVIDER": "<YOUR_LINZA_EMBED_PROVIDER>",
"LINZA_EMBED_URL": "<YOUR_LINZA_EMBED_URL>",
"LINZA_EMBED_MODEL": "<YOUR_LINZA_EMBED_MODEL>",
"LINZA_EMBED_KEY": "<YOUR_LINZA_EMBED_KEY>",
"LINZA_BRIDGE_THRESHOLD": "<YOUR_LINZA_BRIDGE_THRESHOLD>",
"LINZA_MAX_BRIDGE_PAIRS": "<YOUR_LINZA_MAX_BRIDGE_PAIRS>",
"LINZA_DEFAULT_PROFILE": "<YOUR_LINZA_DEFAULT_PROFILE>",
"LINZA_LANGUAGE": "<YOUR_LINZA_LANGUAGE>"
}
}
}
}Cline
{
"mcpServers": {
"linza-mcp": {
"command": "uvx",
"args": [
"linza-mcp==0.2.2"
],
"env": {
"LINZA_VAULT": "<YOUR_LINZA_VAULT>",
"LINZA_EMBED_PROVIDER": "<YOUR_LINZA_EMBED_PROVIDER>",
"LINZA_EMBED_URL": "<YOUR_LINZA_EMBED_URL>",
"LINZA_EMBED_MODEL": "<YOUR_LINZA_EMBED_MODEL>",
"LINZA_EMBED_KEY": "<YOUR_LINZA_EMBED_KEY>",
"LINZA_BRIDGE_THRESHOLD": "<YOUR_LINZA_BRIDGE_THRESHOLD>",
"LINZA_MAX_BRIDGE_PAIRS": "<YOUR_LINZA_MAX_BRIDGE_PAIRS>",
"LINZA_DEFAULT_PROFILE": "<YOUR_LINZA_DEFAULT_PROFILE>",
"LINZA_LANGUAGE": "<YOUR_LINZA_LANGUAGE>"
}
}
}
}VS Code
{
"servers": {
"linza-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"linza-mcp==0.2.2"
],
"env": {
"LINZA_VAULT": "<YOUR_LINZA_VAULT>",
"LINZA_EMBED_PROVIDER": "<YOUR_LINZA_EMBED_PROVIDER>",
"LINZA_EMBED_URL": "<YOUR_LINZA_EMBED_URL>",
"LINZA_EMBED_MODEL": "<YOUR_LINZA_EMBED_MODEL>",
"LINZA_EMBED_KEY": "<YOUR_LINZA_EMBED_KEY>",
"LINZA_BRIDGE_THRESHOLD": "<YOUR_LINZA_BRIDGE_THRESHOLD>",
"LINZA_MAX_BRIDGE_PAIRS": "<YOUR_LINZA_MAX_BRIDGE_PAIRS>",
"LINZA_DEFAULT_PROFILE": "<YOUR_LINZA_DEFAULT_PROFILE>",
"LINZA_LANGUAGE": "<YOUR_LINZA_LANGUAGE>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"linza-mcp": {
"command": "uvx",
"args": [
"linza-mcp==0.2.2"
],
"env": {
"LINZA_VAULT": "<YOUR_LINZA_VAULT>",
"LINZA_EMBED_PROVIDER": "<YOUR_LINZA_EMBED_PROVIDER>",
"LINZA_EMBED_URL": "<YOUR_LINZA_EMBED_URL>",
"LINZA_EMBED_MODEL": "<YOUR_LINZA_EMBED_MODEL>",
"LINZA_EMBED_KEY": "<YOUR_LINZA_EMBED_KEY>",
"LINZA_BRIDGE_THRESHOLD": "<YOUR_LINZA_BRIDGE_THRESHOLD>",
"LINZA_MAX_BRIDGE_PAIRS": "<YOUR_LINZA_MAX_BRIDGE_PAIRS>",
"LINZA_DEFAULT_PROFILE": "<YOUR_LINZA_DEFAULT_PROFILE>",
"LINZA_LANGUAGE": "<YOUR_LINZA_LANGUAGE>"
}
}
}
}Let your agent find its tools
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