MCP server: One MCP server.

Obsidian Notes

@moreno-omarMCP server · External

Search an Obsidian vault by tag, term and wikilink graph. Read-only, deterministic, no embeddings.

Note takingv0.1.0Apache-2.0Rust
Freeno charge per call

Runs on your machine from its package; the steps are below.

mcp-obsidian ask demo
From the README · 1 of 5

What it does

  1. Reads
  2. Writes
  3. High impact

Not assessed yet.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Runs locally over stdio

This server isn't hosted — your MCP client launches it from a package registry. Use one of the commands below, or drop the config into your client (e.g. Claude Desktop).

cargomcp-obsidianv0.1.0

Distributed via cargo as `mcp-obsidian`.

README7 min read

Install in Claude Desktop

Download the bundle for your Mac or PC from the latest release, open it, point it at your vault.

About "Not signed"

The bundles are unsigned. That is normal for .mcpb: mcpb pack does not sign by default, and signing is a separate opt-in step with a certificate of your own. If you run mcpb info on the download you will see WARNING: Not signed — ignore it. It has no effect on installing or using the extension.

Signing is not enabled yet because the upstream tooling is currently broken: mcpb sign produces a bundle that Claude Desktop refuses to install (#278), and mcpb verify reports signed bundles as unsigned (#276). It will be added once those are fixed.

MCP tool using obsidian

  • going with the idea that it's better to search for local information using tags and search over RAG.
  • more possible with the Open Knowledge Format (OKF) that Google is encouraging. Which mostly uses markdown.
  • markdown, notes, and better access to local info makes me think there should be an app to connect an LLM to obsidian.

Goals

  • have tool check notes using: title, tags, and follow links in notes
  • to have as a vault for llm to make notes. To solve problems, document it, and see if new problems are similar.

Non-goals

  • create a full GUI interface for the app
  • to allow RAG use

Install

bash
cargo install mcp-obsidian

Then point it at a vault:

bash
mcp-obsidian --vault ~/vault index      # print the index, no model involved
mcp-obsidian --vault ~/vault serve      # stdio MCP server for a desktop host
mcp-obsidian --vault ~/vault serve --http   # Streamable HTTP on 127.0.0.1:8000/mcp

Marketplaces

Published on crates.io: https://crates.io/crates/mcp-obsidian

bash
cargo install mcp-obsidian
mcp-obsidian --vault ~/vault serve

The crate is dual-licensed and its README carries the registry ownership token, so it can also be listed in the Official MCP Registry and shipped as an MCPB bundle without further changes.

  • PUBLISHING.md — release runbook and the account each directory requires.
  • DEPLOYMENT.md — hosting behind a public HTTPS URL on a VPS, plus the Smithery and ChatGPT directory submissions and the OAuth they need.

The line below is the package-ownership token the registry verifies against this crate's README. It must stay visible in plain text — crates.io strips HTML comments — and must match the name in server.json.

mcp-name: io.github.moreno-omar/mcp-obsidian

Demo

Everything below runs locally on one desktop — an NVIDIA RTX 4060 Ti (16 GB) serving gemma4:e4b through Ollama, with the vault read from disk. No API keys, no cloud calls, no data leaving the machine: the only network traffic is localhost:11434.

ask — one prompt, answered from the vault

mcp-obsidian ask demo

chat — the same loop, interactive

mcp-obsidian chat demo

PreviewWhat it shows
vault indexindex: every note with its link count and tags, rendered as a table.
chat outputchat: the welcome panel, the tool trace and a markdown-rendered answer.
list comprehensionsThe vault material behind the Phase 3 exit criterion, python/python_oneliners/list comprehensions.md.

Fast, because this is a CLI and not a full-fledged TUI

mcp-obsidian prints, it does not paint. There is no alternate screen, no event loop and no per-frame redraw: colours and layout are computed once per answer with richrs, written to stdout, and the process exits. Measured on the machine above:

stepmeasured
index a 490-note vault (once, at startup)~60 ms
vault query (search, index, MCP tool call)~60 ms, no model involved
full ask round trip (pre-search + tool rounds + answer)seconds — the local model is the only slow part

A full-fledged TUI pays for a layout pass and a terminal repaint on every frame, and a streaming chat UI adds one per token on top. Here the terminal does one write per answer and the entire budget goes to the model, so retrieval feels instant and the answer lands as soon as the GPU is done. It also keeps the output an ordinary Unix stream: ask "…" > answer.md, | grep, NO_COLOR=1 and FORCE_COLOR=1 all behave the way you expect.

References

Status

Phase 1 complete (2026-09-28): the CLI can talk to Ollama and the tool set is served over MCP.

Phase 2 complete (2026-10-01): the retrieval and Ollama layers are split into small modules (src/vault/, src/ollama_client/) behind a library target, with 32 tests pinning the behaviour.

Phase 3 complete (2026-10-09): ask is grounded in the vault — an imperative tool protocol plus a deterministic pre-search, so a model that never calls a tool still gets the relevant notes. Output is rendered with richrs in a Tokyo Night theme for ask, chat, doctor, index, search and serve (colours auto-off when piping).

Phase 4 in progress (2026-10-09): published to crates.io as mcp-obsidian v0.1.0 (cargo install mcp-obsidian). The binary is dual-licensed and carries registry metadata; server.json validates against the Official MCP Registry; scripts/build_mcpb.sh produces a schema-valid MCPB bundle for Smithery; and serve --http adds a Streamable-HTTP transport for remote hosts. See DEPLOYMENT.md for hosting it behind a public HTTPS URL and listing it on Smithery and the ChatGPT directory, and logs/2026-10-09_mcp_obsidian_phase4_publishing.md for the detail.

See SUMMARY.md for how it works and why, ARCHITECTURE.md for how to read the code and where to change it, logs/MCP_notes.md for the implementation comparison, and TASKS.md for what is done and what is next.

Usage

bash
cargo build --release

# vault-only commands (no model needed)
./target/release/mcp-obsidian --vault ~/vault index
./target/release/mcp-obsidian --vault ~/vault search tag project --match-all
./target/release/mcp-obsidian --vault ~/vault search term "token budget"
./target/release/mcp-obsidian --vault ~/vault search links index --depth 2
./target/release/mcp-obsidian --vault ~/vault search note projects/alpha

# with Ollama (defaults: http://localhost:11434/v1, gemma4:e4b)
./target/release/mcp-obsidian --vault ~/vault doctor
./target/release/mcp-obsidian --vault ~/vault ask "what do my notes say about token budgets?" --trace
./target/release/mcp-obsidian --vault ~/vault ask "…" --no-prefetch   # no pre-search, tools only
./target/release/mcp-obsidian --vault ~/vault chat

# as an MCP server for a desktop host
./target/release/mcp-obsidian --vault ~/vault serve
./target/release/mcp-obsidian --vault ~/vault serve -vv   # log each tool call to stderr

# as an MCP server over Streamable HTTP (for a host that cannot spawn a process)
./target/release/mcp-obsidian --vault ~/vault serve --http            # 127.0.0.1:8000/mcp
./target/release/mcp-obsidian --vault ~/vault serve --http 0.0.0.0:8000
./target/release/mcp-obsidian --vault ~/vault serve --http 0.0.0.0:8000 \
  --allow-host vault.example.com                                      # accept that Host header

serve speaks stdio by default so stdout stays the JSON-RPC channel; --http switches to Streamable HTTP on /mcp instead. HTTP mode has no authentication — it binds loopback by default and rmcp rejects non-loopback Host headers, so put a reverse proxy in front of it before exposing it publicly. See PUBLISHING.md for what the ChatGPT/plugin directory additionally requires.

A ready-to-edit host configuration is in claude_desktop_config.example.json. Environment variables OBSIDIAN_VAULT, OLLAMA_URL, OLLAMA_MODEL and RUST_LOG override the defaults; --api native switches from /v1/chat/completions to /api/chat. Colour is emitted only to a terminal: NO_COLOR=1 disables it, FORCE_COLOR=1 forces it when piping.

Answers are word-wrapped to the terminal width, with continuation lines aligned under the text instead of under the bullet. Redirected output is deliberately not wrapped, so ask "…" > answer.md keeps the model's own line structure.

A sample vault lives in samples/vault/ for trying the commands above.

Tests

bash
cargo test                            # vault + ollama client; no model needed
cargo test -- --ignored live_client   # needs a running Ollama with the model pulled

License

Licensed under either of Apache License, Version 2.0 or MIT license at your option.

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in this crate by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

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