Freshvault MCP Server

Local semantic search over your Obsidian vault - always fresh, never reindex.

Local serverstdioPython

What is the Freshvault MCP Server?

Local semantic search over your Obsidian vault - always fresh, never reindex.

The short version

Every other vault-search MCP makes you re-run an index command, babysit a watch terminal, or click "Update Index" in a web UI. freshvault watches your vault from inside the MCP server: edit a note, and Claude sees it seconds later. Automatically. Forever.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
search_notessemantic search + optional folder / tags / modified_after / modified_before scoping; exact-title lookups boosted
get_note_contextfull note + its backlinks/outlinks from the vault link graph (path-traversal safe)
index_statusfreshness report: notes/chunks, excluded count, last sync, watcher state

How to install the Freshvault MCP Server

{
  "mcpServers": {
    "freshvault": {
      "command": "npx",
      "args": ["-y", "freshvault"],
      "env": {
        "FRESHVAULT_VAULT": "your-value",
        "FRESHVAULT_EMBED_URL": "your-value",
        "FRESHVAULT_EMBED_KEY": "your-value",
        "FRESHVAULT_OLLAMA_URL": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
FRESHVAULT_VAULTConfiguration value read at startup.Optional
FRESHVAULT_EMBED_URLEndpoint or connection string the server talks to.Yes
FRESHVAULT_EMBED_KEYCredential the server authenticates with.Yes
FRESHVAULT_OLLAMA_URLEndpoint or connection string the server talks to.Yes

Example prompts to try

  • “Use Freshvault to Incremental.”
  • “Use Freshvault to Multi.”
  • “Use Freshvault to Transactional.”

Frequently asked questions

Local semantic search over your Obsidian vault - always fresh, never reindex. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.