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💡 Why this server?

TL;DR — One npx command. No running app. No plugins. No vector DB. Semantic search works out of the box.

	Differentiator	Details
🚫	No app or plugins required	Most Obsidian MCP servers (mcp-obsidian, obsidian-mcp-server) need Obsidian running with the Local REST API plugin. This server reads and writes .md files directly — point it at a folder and go.
🧠	Built-in semantic search, zero setup	Hybrid search: cosine-similarity vectors + TF-IDF + word proximity. Local embeddings (@huggingface/transformers, all-MiniLM-L6-v2, 384d) download on first run. No API keys, no external services. Ollama optional for higher quality.
🔬	Surgical AST-based editing	remark AST pipeline patches specific headings or block IDs without touching the rest of the file. Freeform line-range & string replace as fallback. Levenshtein fuzzy matching handles LLM typos.
🔓	Tool-agnostic	Obsidian vaults, Logseq graphs, Dendron workspaces, Foam, or any plain folder of .md files. If it's markdown, it works.
📦	Single package, no infrastructure	Unlike Python alternatives that need ChromaDB or other vector stores, everything runs in one Node.js process. npx @wirux/mcp-markdown-vault and you're running. Docker image available.

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✨ Features

	Feature	Description
🗂️	Headless vault ops	Read, create, update, edit, delete .md notes with strict path traversal protection
📑	Read by heading	Read a single section by heading title — returns only content under that heading (up to the next same-level heading), saving context window space
📦	Bulk read	Read multiple files and/or heading-scoped sections in a single call — reduces MCP round-trips with per-item fault tolerance
🔬	Surgical editing	AST-based patching targets specific headings or block IDs — never overwrites the whole file
🔍	Fragment retrieval	Heading-aware chunking + TF-IDF + proximity scoring returns only relevant sections
📂	Scoped search	Optional directory filter for global_search and semantic_search — restrict results to specific folders to reduce noise
🧠	Semantic search	Hybrid vector + lexical search with background auto-indexing
⚡	Zero-setup embeddings	Built-in local embeddings via @huggingface/transformers — Ollama optional
🔄	Workflow tracking	Petri net state machine with contextual LLM hints
🌐	Dual transport	Stdio (single client) or SSE over HTTP (multi-client, Docker-friendly)
✏️	Freeform editing	Line-range replacement and string find/replace as AST fallback
🏷️	Frontmatter management	AST-based read and update of YAML frontmatter — safely manage tags, statuses, and metadata without corrupting file structure
👀	Dry-run / diff preview	Preview any edit operation as a unified diff without saving — set dryRun=true on any edit action
📝	Templating / scaffolding	Create new notes from template files with {{variable}} placeholder injection — refuses to overwrite existing files
🗺️	Vault overview	Structural map of the vault — total file count, recursive folder tree with file counts and last modification dates per folder
📦	Batch edit	Apply multiple edit operations in a single call — sequential execution, stops on first error, supports dryRun, max 50 ops
🔗	Backlinks index	Find all notes linking to a given path — supports wikilinks and markdown links with line numbers and context snippets
🎯	Typo resilience	Levenshtein-based fuzzy matching for edit operations

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🛠️ MCP Tools

Tool	Actions	Description
📁 vault	list read create update delete stat create_from_template	Full CRUD for vault notes + template scaffolding
✏️ edit	append prepend replace line_replace string_replace frontmatter_set batch	AST-based patching + freeform fallback + frontmatter update + batch edit (supports dryRun diff preview)
👁️ view	search global_search semantic_search outline read frontmatter_get bulk_read backlinks	Fragment retrieval, cross-vault search, hybrid semantic search, read by heading, frontmatter read, bulk read, backlinks
🔄 workflow	status transition history reset	Petri net state machine control
⚙️ system	status reindex overview	Server health, indexing info, vault structure overview

All tool responses include contextual hints based on the current workflow state.

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🚀 Quick Start

Prerequisites

• Node.js >= 22
• (Optional) Ollama for higher-quality embeddings

📦 Install from NPM

npm install -g @wirux/mcp-markdown-vault

Then run directly:

VAULT_PATH=/path/to/your/vault markdown-vault-mcp

🔌 MCP Client Configuration

Add to your MCP client config (e.g. Claude Desktop, Claude Code):

{
  "mcpServers": {
    "markdown-vault": {
      "command": "npx",
      "args": ["-y", "@wirux/mcp-markdown-vault"],
      "env": {
        "VAULT_PATH": "/path/to/your/vault"
      }
    }
  }
}

npx -y auto-installs the package if not already present — no global install needed.

Try it in the browser: You can test this server directly at Glama Inspector — no local install required.

🐳 Docker

Pull the pre-built multi-arch image from GitHub Container Registry:

docker pull ghcr.io/wirux/mcp-markdown-vault:latest

Or use Docker Compose:

docker compose up

Edit docker-compose.yml to point at your markdown vault directory. The default compose file uses SSE transport on port 3000.

🛠️ Development (from source)

git clone https://github.com/Wirux/mcp-obsidian.git
cd mcp-obsidian
npm install
npm run build
VAULT_PATH=/path/to/your/vault node dist/index.js

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🌐 Transport Modes

Mode	Use case	How it works
📡 stdio (default)	Single-client desktop apps (Claude Desktop)	Reads/writes stdin/stdout; 1:1 connection
🌊 sse	Multi-client setups (Docker, Claude Code)	HTTP server with SSE streams; one connection per client

SSE starts an HTTP server on PORT (default 3000):

• GET /sse — establishes an SSE stream (one per client)
• POST /messages?sessionId=... — receives JSON-RPC messages

MCP_TRANSPORT_TYPE=sse PORT=3000 VAULT_PATH=/path/to/vault npx @wirux/mcp-markdown-vault

Each SSE client gets its own workflow state. Shared resources (vault, vector index, embedder) are reused across all connections.

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🧠 Embedding Providers

The server selects an embedding provider automatically:

OLLAMA_URL set?	Ollama reachable?	Provider used
❌ No	—	🏠 Local (@huggingface/transformers, all-MiniLM-L6-v2, 384d)
✅ Yes	✅ Yes	🦙 Ollama (nomic-embed-text, 768d)
✅ Yes	❌ No	🏠 Local (fallback with warning)

No configuration needed for local embeddings — the model downloads on first use and is cached automatically.

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⚙️ Configuration

Variable	Default	Description
VAULT_PATH	/vault	Markdown vault directory
MCP_TRANSPORT_TYPE	stdio	stdio (single client) or sse (multi-client HTTP)
PORT	3000	HTTP port (SSE mode only)
OLLAMA_URL	(unset)	Set to enable Ollama embeddings
OLLAMA_MODEL	nomic-embed-text	Ollama embedding model name
OLLAMA_DIMENSIONS	768	Ollama embedding vector dimensions
VECTOR_STORE_URL	(unset)	Set to use Qdrant (e.g. http://localhost:6333). If unset, local persisted flat store is used.
VECTOR_STORE_RESET	false	Set to true to auto-delete a mismatched vector index on startup and rebuild from scratch.

Note: When using the default local vector store, a .markdown_vault_mcp directory will be created in your vault. It's recommended to add this directory to your .gitignore.

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🏗️ Architecture

Clean Architecture with strict layer separation:

src/
├── domain/           🔷 Errors, interfaces (ports), value objects
├── use-cases/        🔶 Business logic (AST, chunking, search, workflow)
├── infrastructure/   🟢 Adapters (file system, Ollama, vector store)
└── presentation/     🟣 MCP tool bindings, transport layer (stdio/SSE)

See CLAUDE.md for detailed architecture docs and CHANGELOG.md for implementation history.

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🚢 CI/CD & Release

Fully automated via GitHub Actions and Semantic Release:

Workflow	Trigger	What it does
PR Check	Pull request to main	Lint → Build → Test
Release	Push to main	Lint → Test → Semantic Release (NPM + GitHub Release) → Docker build & push to ghcr.io

• Versioning follows Conventional Commits — feat: = minor, fix: = patch, feat!: / BREAKING CHANGE: = major
• Docker images are built for linux/amd64 and linux/arm64 via QEMU
• NPM package published as @wirux/mcp-markdown-vault
• Docker image available at ghcr.io/wirux/mcp-markdown-vault

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🧪 Testing

318 tests across 31 files, written test-first (TDD).

npm test                                          # Run all tests
npx vitest run src/use-cases/ast-patcher.test.ts  # Single file
npm run test:watch                                # Watch mode
npm run test:coverage                             # Coverage report

Tests use real temp directories for file system operations and in-memory MCP transport for integration tests. No external services required.

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🔒 Security

• 🛡️ All file paths validated through SafePath value object before any I/O
• 🚫 Blocks path traversal: ../, URL-encoded (%2e%2e), double-encoded (%252e), backslash, null bytes
• ✍️ Atomic file writes (temp file + rename) prevent partial writes
• 👤 Docker container runs as non-root user

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📄 License

MIT