LINZA runs on your own machine — the client starts it, so there is no endpoint to ping. 152 installs a week from pypi. Last commit 16 Oct 2026.
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.
Nothing serious here today
Today is the operative word: we check LINZA every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Connect this server
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add LINZA-MCP -- uvx linza-mcp{
"mcpServers": {
"LINZA-MCP": {
"command": "uvx",
"args": [
"linza-mcp"
]
}
}
}[mcp_servers.LINZA-MCP]
command = "uvx"
args = ["linza-mcp"]{
"mcpServers": {
"LINZA-MCP": {
"command": "uvx",
"args": [
"linza-mcp"
]
}
}
}{
"servers": {
"LINZA-MCP": {
"type": "stdio",
"command": "uvx",
"args": [
"linza-mcp"
]
}
}
}Optional settings from the registry entry, left out of the block above:
LINZA_VAULT (Absolute path to the Markdown workspace or vault LINZA may index. Defaults to ./vault), LINZA_EMBED_PROVIDER (Embedding provider. Allowed values: lmstudio, openai, ollama. Default: lmstudio), LINZA_EMBED_URL (Embedding API base URL when LINZA_EMBED_PROVIDER is lmstudio, openai, or ollama), LINZA_EMBED_MODEL (Embedding model name), LINZA_EMBED_KEY (Optional embedding API key), LINZA_BRIDGE_THRESHOLD (Semantic bridge threshold as a floating-point string. Default: 0.55), LINZA_MAX_BRIDGE_PAIRS (Maximum note pairs for semantic bridge rebuilds. Default: 1000000. Use 0 to disable the guard), LINZA_DEFAULT_PROFILE (Default search profile name. Defaults to general), LINZA_LANGUAGE (User-facing guide language. Allowed values: auto, en, ru. Default: auto).
Alternatives to LINZA
same job, measured the same wayLocal-first knowledge engine for AI agents: memory, graph, and recall over MCP.
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.
PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.
Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.
An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
LINZA — questions
Answers built from our own checks of this server.