TurboVault

The ultimate Rust SDK and high-performance MCP server for Obsidian-flavored Markdown (.ofm) and standard .md vaults.

TurboVault is a dual-purpose toolkit designed for both developers and users. It provides a robust, modular Rust SDK for building applications that consume markdown directories, and a full-featured MCP server that works out of the box with Claude and other AI agents.

Two Ways to Use TurboVault

1. As a Rust SDK (For Developers)

Build your own applications, search engines, or custom MCP servers using our modular crates. TurboVault handles the heavy lifting of parsing .md and .ofm files, building knowledge graphs, and managing multi-vault environments.

• Modular Architecture: Use only what you need (Parser, Graph, Search, etc.).
• High Performance: Sub-100ms operations for most tasks.
• Extensible: Easily build your own specialized MCP servers on top of our core logic.
• SOTA Standards: Fully supports Obsidian-flavored Markdown (wikilinks, embeds, callouts).

2. As a Ready-to-Use MCP Server (For Users)

Transform your Obsidian vault into an intelligent knowledge system immediately. Connect TurboVault to Claude Desktop or any MCP-compatible client to gain 47 specialized tools for your notes.

• Zero Coding Required: Install the binary and point it at your vault.
• 47 Specialized Tools: Searching, link analysis, SQL frontmatter queries, health checks, and more.
• Multi-Vault Support: Switch between personal and work notes seamlessly at runtime.

Core Crates (The SDK)

TurboVault is a modular system composed of specialized crates. You can depend on individual components to build your own tools:

Crate	Purpose	Docs
turbovault-core	Core models, MultiVault management & types
turbovault-parser	High-speed .md & .ofm parser
turbovault-graph	Link graph analysis & relationship discovery
turbovault-vault	Vault management, file I/O & atomic writes
turbovault-tools	47 MCP tool implementations
turbovault-sql	SQL frontmatter queries (GlueSQL)
turbovault-batch	Atomic batch operations
turbovault-export	Export & reporting (JSON/CSV/MD)
turbovault	Main MCP server binary / SDK orchestrator

Why TurboVault?

Unlike basic note readers, TurboVault understands your vault's knowledge structure:

• Full-text search across all notes with BM25 ranking
• Link graph analysis to discover relationships, hubs, orphans, and cycles
• Vault intelligence with health scoring and automated recommendations
• Atomic batch operations for safe, transactional multi-file edits
• Multi-vault support with instant context switching
• Runtime vault addition — no vault required at startup, add them as needed

Powered by TurboMCP

TurboVault is built on TurboMCP, a Rust framework for building production-grade MCP servers. TurboMCP provides:

• Type-safe tool definitions — Macro-driven MCP tool implementation
• Standardized request/response handling — Consistent envelope format
• Transport abstraction — HTTP, WebSocket, TCP, Unix sockets (configurable features)
• Middleware support — Logging, metrics, error handling
• Zero-copy streaming — Efficient large payload handling

This means TurboVault gets battle-tested reliability and extensibility out of the box. Want to add custom tools? TurboMCP's ergonomic macros make it straightforward.

Quick Start

Installation

From crates.io

# Minimal install (7.0 MB, STDIO only - perfect for Claude Desktop)
cargo install turbovault

# With HTTP server (~8.2 MB)
cargo install turbovault --features http

# With all cross-platform transports (~8.8 MB)
# Includes: STDIO, HTTP, WebSocket, TCP (Unix sockets only on Unix/macOS/Linux)
cargo install turbovault --features full

# With SQL frontmatter queries (adds GlueSQL-powered query_frontmatter_sql tool)
cargo install turbovault --features sql

# Binary installed to: ~/.cargo/bin/turbovault

From source:

git clone https://github.com/epistates/turbovault.git
cd turbovault
make release
# Binary: ./target/release/turbovault

Option 1: Static Vault (Recommended for Single Vault)

turbovault --vault /path/to/your/vault --profile production

Then add to ~/.config/claude/claude_desktop_config.json:

{
  "mcpServers": {
    "turbovault": {
      "command": "/path/to/turbovault",
      "args": ["--vault", "/path/to/your/vault", "--profile", "production"]
    }
  }
}

Option 2: Runtime Vault Addition (Recommended for Multiple Vaults)

Start the server without a vault:

turbovault --profile production

Then add vaults dynamically:

{
  "mcpServers": {
    "turbovault": {
      "command": "/path/to/turbovault",
      "args": ["--profile", "production"]
    }
  }
}

Once connected to Claude:

You: "Add my vault at ~/Documents/Notes"
Claude: [Calls add_vault("personal", "~/Documents/Notes")]

You: "Search for machine learning notes"
Claude: [Uses search() across the indexed vault]

You: "What are my most important notes?"
Claude: [Uses get_hub_notes() to find key concepts]

What Can Claude Do?

Search & Discovery

You: "Find all notes about async Rust and show how they connect"
Claude: search() -> recommend_related() -> get_related_notes() -> explain relationships

Vault Intelligence

You: "What's the health of my vault? Any issues I should fix?"
Claude: quick_health_check() -> full_health_analysis() -> get_broken_links() -> generate fixes

Knowledge Graph Navigation

You: "What are my most important notes? Which ones are isolated?"
Claude: get_hub_notes() -> get_isolated_clusters() -> suggest connections

Structured Note Creation

You: "Create a project note for the TurboVault launch with status tracking"
Claude: list_templates() -> create_from_template() -> write auto-formatted note

Batch Content Operations

You: "Move my 'MLOps' note to 'AI/Operations' and update all links"
Claude: move_note() + batch operations -> atomic multi-file update

Link Suggestions

You: "Based on my vault, what notes should I link this to?"
Claude: suggest_links() -> get_link_strength() -> recommend cross-references

47 MCP Tools Organized by Category

File Operations (5)

• read_note — Get note content with hash for conflict detection
• write_note — Create/overwrite notes (auto-creates directories)
• edit_note — Surgical edits via SEARCH/REPLACE blocks
• delete_note — Safe deletion with link tracking
• move_note — Rename/relocate with automatic wikilink updates

Link Analysis (6)

• get_backlinks — All notes that link TO this note
• get_forward_links — All notes this note links TO
• get_related_notes — Multi-hop graph traversal (find non-obvious connections)
• get_hub_notes — Top 10 most connected notes (key concepts)
• get_dead_end_notes — Notes with incoming but no outgoing links
• get_isolated_clusters — Disconnected subgraphs in your vault

Vault Health & Analysis (5)

• quick_health_check — Fast 0-100 health score (<100ms)
• full_health_analysis — Comprehensive vault audit with recommendations
• get_broken_links — All links pointing to non-existent notes
• detect_cycles — Circular reference chains (sometimes intentional)
• explain_vault — Holistic overview replacing 5+ separate calls

Full-Text Search (8)

• search — BM25-ranked search across all notes (<500ms on 100k notes)
• advanced_search — Search with tag, frontmatter, path, and limit filters
• search_by_frontmatter — Find notes by frontmatter key-value pair
• recommend_related — ML-powered recommendations based on content similarity
• find_notes_from_template — Find all notes using a specific template
• query_metadata — Frontmatter pattern queries
• inspect_frontmatter — Schema inspection for SQL queries (feature: sql)
• query_frontmatter_sql — Arbitrary SQL against frontmatter via GlueSQL (feature: sql)

Templates (4)

• list_templates — Discover available templates
• get_template — Template details and required fields
• create_from_template — Render and write templated notes
• get_ofm_examples — See all Obsidian Flavored Markdown features

Vault Lifecycle (7)