
Obsidian EverywhereKnowledge & Memory
Graph-native Obsidian vault server offering search, backlinks, semantic context, and safe edits accessible locally or remotely via MCP.
Overview
This server indexes and parses Obsidian markdown vaults into a graph and semantic knowledge base, enabling token-budgeted context extraction using backlinks, n-hop neighborhoods, and PageRank. It provides 39 MCP tools for structured reads, semantic search, graph navigation, and guarded edits with rollback and dry-run capabilities. Remote Vault Bridge exposes these capabilities over authenticated HTTP, allowing external AI agents to securely read and modify the vault while the local path remains the source of truth. Use it to integrate Obsidian notes as AI context and enable remote agent workfβ¦
Use cases
Key features
Quick Install
Automated & IDE SetupCopy the AI prompt to automatically install this server into your coding agent (Claude Code, Cursor, etc.), or use 1-click editor setup below.
Manual Client & Custom JSON ConfigExpand JSON βΎ
Install Config Generator
π‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)
Capabilities & Tool Schemas
Inspect callable tools, capabilities, and parameters exposed to AI agents by Obsidian Everywhere.
Documentation Overview
π§ Obsidian Everywhere
Turn linked notes into AI context β and securely bridge your local vault to agents running anywhere.
Graph context Β· local semantic search Β· safe edits Β· remote agents over MCP
Watch the Remote Vault Bridge in 44 seconds

Remote request β semantic search β graph context β guarded edit β mount-loss recovery.
Obsidian Everywhere is built around two ideas:
- Notes are a graph and a semantic knowledge base, not a folder of text files. Backlinks, n-hop neighborhoods, shortest paths, PageRank, full-text search, and local multilingual embeddings turn a topic into focused, token-budgeted context.
- Your vault should be usable where your agents run. The Remote Vault Bridge exposes that same graph and its guarded write tools over authenticated Streamable HTTP. A Claude Code or Codex process on another server can search, reason over, append to, and reorganize a vault that remains on your own machine.
The local path stays the source of truth. There is no hosted copy, telemetry service, or mandatory cloud account. Remote access is a transport you operate, not a vault-sync product.
Contents
- Watch the Remote Vault Bridge in 44 seconds
- Features
- Two core capabilities
- Try it without your vault
- Why Obsidian Everywhere?
- Where does this actually run?
- Quickstart
- Configuration
- Development
- Project status
- Contributing
- License
Features
- π§© Graph + semantic context engine β a markdown parser (wikilinks, embeds,
frontmatter, nested tags, headings, block references), a SQLite index
with full-text search, and an in-memory graphology
layer for n-hop traversal, shortest paths, and PageRank.
get_context_bundlepacks a topic and its most useful neighbors into a requested token budget. - π Remote Vault Bridge β agents on an external server get the same search, graph, context, and guarded editing tools over authenticated Streamable HTTP. Use a private network or an HTTPS tunnel such as ngrok; the vault itself stays on the machine you control.
- π§ Local semantic search β
semantic_searchandget_relatedwithmethod: "semantic"run a small multilingual embedding model (multilingual-e5-small) entirely on your machine β no API key, cloud account, or Ollama process to run. Downloads once (~120MB, cached under~/.obsidian-everywhere/), then works fully offline. - π‘οΈ Safe writes and resilient mounts β partial edits, dry-run-first bulk operations, rollback snapshots, recoverable deletion, and an opt-in Beta mount guard. If a removable drive, NAS share, or container mount disappears, the index is preserved, writes are blocked, and a full reconciliation runs after it returns.
- π οΈ 39 graph-native MCP tools β structured reads, graph navigation,
semantic retrieval, safe lifecycle operations, persisted Obsidian settings,
and explicit
vault_statushealth reporting.
Two core capabilities
1. Turn a linked vault into focused AI context
Exact search finds the words you wrote. Semantic search finds the idea even
when the wording or language differs. Graph traversal then explains how the
matching notes relate. get_context_bundle combines those signals into a
bounded context package instead of dumping an entire vault into the model.
2. Use and edit that context from an external server
Run Obsidian Everywhere beside the local vault, expose its HTTP endpoint through your private network or an HTTPS tunnel, and register the URL in the remote MCP client. The remote agent can read and search the local vault, then use the same guarded tools to create, append, move, tag, or clean up notes. The server reindexes each successful write before returning, so the next remote tool call sees the change.
For the complete ngrok path, see the Remote Vault Bridge with ngrok tutorial.
Full tool list
Read
| Tool | What it does |
|---|---|
vault_overview | Note counts, top tags, PageRank hub notes, recently modified β a starting orientation |
vault_status | Mount availability, index freshness, write availability, and last full reconciliation |
search_notes | Full-text search with tag/folder filters (with a trigram fallback for CJK substring matches unicode61 alone would miss β see DECISIONS.md D9), each result annotated with link counts and tags |
semantic_search | Meaning-based search via local embeddings (multilingual-e5-small, no external service) β finds conceptually related notes that don't share the query's exact words |
read_note | Structured content/frontmatter/links/tags plus line pagination; optional heading-scoped read |
list_notes | Explicit folder-aware note listing with pagination; optionally projects named frontmatter fields (e.g. status, project) per note |
list_folder | Immediate child folders, notes, and attachments |
regex_search | JavaScript-regex search with file, line, and excerpt |
get_backlinks | Every note linking to a given note, with the linking sentence |
get_neighborhood | Explicit n-hop node/edge list around a note (links treated as undirected) |
get_context_bundle | The killer feature. Center note + prioritized 1-hop neighbors packed into a token budget |
list_tags | Full nested tag hierarchy with counts |
get_notes_by_tag | Notes carrying a given tag (nested-aware) |
find_orphans | Notes with no incoming or outgoing links |
find_unresolved | Links that don't resolve to any note, grouped by target |
find_path | Shortest connection path between two notes, with a one-line summary per hop |
get_related | Similar notes that aren't directly linked yet β Jaccard over shared tags/neighbors by default, or method: "semantic" for embedding similarity |
get_hotkeys / get_obsidian_settings | Persisted hotkey command IDs, Templates folder, and core-plugin settings |
validate_base | Static YAML/shape validation for .base files or fenced Base blocks |
Write
| Tool | What it does |
|---|---|
create_note | Create a new note (with frontmatter); reindexed immediately β the next tool call already sees it |
apply_template | Create a note from a template, substituting {{date}}/{{time}}/{{title}} (Obsidian's core Templates variables) |
append_to_note | Append to a note, optionally under a specific heading; fails closed if the heading isn't found |
move_note / rename_note / delete_note | Lifecycle operations with inbound-link rewriting, backlink guardrails, and recoverable trash |
replace_text / patch_section | Guarded exact-text and heading-scoped edits |
update_frontmatter / remove_frontmatter_field | Change properties without replacing the note body |
bulk_update_frontmatter / bulk_remove_frontmatter_field | Same, across every note in a folder (or the whole vault); dry-run first with rollback |
add_tags / remove_tags | Add or remove frontmatter tags on one note |
rename_tag | Rename a tag vault-wide across frontmatter and inline #tag text, dry-run first with rollback |
bulk_replace / rollback_bulk_edit | Dry-run-first folder/regex replacement with snapshots and rollback |
set_hotkey / set_templates_folder | Update persisted Obsidian settings (vault reload may be required) |
Write tools are on by default for stdio and the
bearer-token HTTP transport, and off by default for the public OAuth
connector transport (opt in with OAUTH_ENABLE_WRITE_TOOLS=true) β see
Configuration and DECISIONS.md D15.
Try it without your vault
Run the built-in demo first. It creates a temporary sample vault, shows graph orientation and unresolved-link discovery, previews a safe bulk edit, and then removes the sample. It never reads or changes your own notes.

When you are ready to connect a real vault, generate copyable configuration for Codex, ChatGPT Desktop, Claude Code, and Claude Desktop:
init only prints configurationβit never edits global client settings.
doctor checks Node.js, permissions, Obsidian metadata, SQLite, parsing, and the
graph engine without printing note content. Add --share to redact the vault
path before pasting diagnostics into an issue.
Why Obsidian Everywhere?
There are several good Obsidian MCPs. Pick the architecture that matches how you work rather than assuming one server wins every category.
| Obsidian Everywhere | obsidian-mcp-server | Local REST API | TurboVault | |
|---|---|---|---|---|
| Install | npx | npx | Obsidian community plugin | cargo install / binary |
| Published tools | 39 | 14 | 16 | 74 |
| Obsidian must be open | No | Yes | Yes | No |
| Best graph capability | PageRank, shortest path, n-hop, unresolved links | Outgoing links in structured reads | Live Obsidian metadata/search | Multi-hop, centrality, clusters, suggestions |
| Safe editing | Partial edits; bulk dry-run, snapshot, rollback | Surgical edits and frontmatter/tag management | Live heading/block/frontmatter patching | Conflict hashes, audit rollback, Git-backed batch |
| Live app commands/current file | Persisted settings only | Yes | Yes | No |
| Remote transport | stdio, bearer HTTP over private network or HTTPS tunnel, OAuth 2.1 | stdio, HTTP with JWT/OAuth | HTTP with API key | stdio, HTTP, WebSocket, TCP |
| Best fit | Graph + semantic context from a headless vault, including guarded remote access and edits | Rich app-driven CRUD and Omnisearch | Direct control of a running Obsidian app | Maximum breadth, multi-vault and advanced analysis |
Comparison checked against each project's published documentation on 2026-07-20. A blank or narrower cell means βnot documented there,β not that a project can never support it. If you need active-file state or command-palette execution, choose a plugin-backed server. If you want a headless, one-command graph server with token-budgeted context and guarded cleanup, that is the niche Obsidian Everywhere is designed for.
Everything runs locally by default. There is no account, API key, hosted vault, or telemetry requirement.
See docs/architecture.md for how it's built,
docs/deploy.md for the deployment topology, and
docs/ngrok-remote.md for an end-to-end external
server tutorial.
Where does this actually run?
The obsidian-everywhere process needs direct filesystem access to your
vault's .md files (to parse them, watch for changes, etc.) β so it
must always run on the machine where your vault physically lives
("the vault machine": your laptop, most likely). It does not matter which
client machine you're working from β the server always runs on the vault
machine; only the client connection method changes.
| Where you use the MCP client | What you need |
|---|---|
| The same machine as the vault | stdio. Nothing else β Codex, ChatGPT Desktop, Claude Code/Desktop, or another local client spawns the server directly. |
| A different machine you control (a lab/work server, another laptop, an SSH box) | Bearer-token HTTP over a private network such as Tailscale, or an HTTPS tunnel such as ngrok. |
| claude.ai (web app or mobile app) | OAuth HTTP + a public HTTPS URL (via Cloudflare Tunnel). claude.ai runs in Anthropic's cloud, not your network, so it can't reach Tailscale or localhost β it needs a real public address. |
You can run more than one of these at once (e.g. stdio on your laptop and bearer-token HTTP for your work server) β they're independent processes that all index the same vault.
Quickstart
The fastest install needs no clone or build step. Run this on the vault
machine (wherever your .md files live):
MCP clients normally launch this command for you using one of the configurations below.
Not sure whether the path and runtime are ready? Run the privacy-safe diagnostic:
Option A β Codex CLI and ChatGPT Desktop, same machine as the vault (stdio)
Codex CLI, the Codex IDE extension, and ChatGPT Desktop's Codex experience share the same MCP configuration (official MCP documentation). Add the server once:
Then restart ChatGPT Desktop (or the IDE extension). In ChatGPT Desktop you
can also add it through Settings β MCP servers β Add server, choose
STDIO, and enter the same command and arguments. Type /mcp in Codex to
confirm that the server and its 39 tools are connected.
For a project-scoped configuration instead, add this to a trusted project's
.codex/config.toml; use ~/.codex/config.toml to make it available globally:
Use an absolute vault path. GUI apps may not inherit the same PATH as your
terminal; if npx is not found, replace command with the absolute result
of command -v npx.
Option Aβ² β Claude Code, same machine as the vault (stdio)
Still on the vault machine:
Or with environment variables instead of a positional arg:
Option Aβ³ β Claude Desktop, same machine as the vault
Add to claude_desktop_config.json on the vault machine:
Option Aβ΄ β Google Antigravity CLI (agy)
Add to your global Antigravity MCP configuration file (~/.gemini/config/mcp_config.json):
Option B β Codex, ChatGPT Desktop, or Claude on a different machine
Choose one secure route to the vault machine:
- Private network: use Tailscale and follow the steps below.
- Public HTTPS tunnel: use the read-only-first ngrok Remote Vault Bridge tutorial. Never expose the local plaintext HTTP port directly.
Step 1 β set up a private network between the two machines, if you chose Tailscale:
Note the vault machine's Tailscale hostname/IP from tailscale status
(something like my-macbook.tailnet-name.ts.net or 100.x.y.z).
Step 2 β start the server, on the vault machine:
Keep this token β you'll need it in step 3. (To keep this running
persistently instead of in a foreground terminal, see the LaunchAgent
setup in docs/deploy.md,
or run it in Docker via docker-compose.yml if the vault machine is a server.)
Step 3 β connect from the other machine (the lab server, etc.), using the vault machine's Tailscale address from step 1. For Codex (and the shared ChatGPT Desktop configuration), keep the token in an environment variable:
Ensure ChatGPT Desktop is launched with that environment variable available, then restart it. Alternatively, use Settings β MCP servers to add the Streamable HTTP URL and bearer credential if your app version exposes those fields.
For Claude Code:
The second machine now has access to the vault indexed on the first. Full
walkthrough (Docker, LaunchAgent):
docs/deploy.md.
Option C β claude.ai web/mobile app (custom connector, OAuth)
This needs a public HTTPS endpoint β claude.ai's servers can't reach your
Tailscale network or localhost. See
docs/deploy.md
for the full Cloudflare Tunnel walkthrough (including the no-domain-needed
Quick Tunnel option for testing). Once your server is reachable at
https://your-domain:
- claude.ai β Settings β Connectors β Add custom connector
- Server URL:
https://your-domain/mcp - claude.ai auto-discovers the OAuth flow and shows this server's sign-in
page β enter the
OAUTH_LOGIN_SECRETyou configured.
You only need this if you actually want claude.ai's web/mobile apps to read your vault. If you only ever use Claude Code (locally or from another machine), skip this entirely β Option A/B already fully covers that with no Cloudflare/OAuth involved.
Configuration
| Env var | Used by | Meaning |
|---|---|---|
OBSIDIAN_VAULT_PATH | all | Vault path (or pass as a positional CLI arg) |
OBSIDIAN_EVERYWHERE_DB | all | SQLite index path override. Defaults are transport-specific: index-stdio.db, index-http.db, or index-oauth.db under <vault>/.obsidian-everywhere/. |
OBSIDIAN_EVERYWHERE_TOKEN | http-cli.js | Static bearer token |
PORT | http-cli.js, oauth-http-cli.js | HTTP port (defaults 3737 / 3738) |
OAUTH_ISSUER_URL | oauth-http-cli.js | Public HTTPS origin (e.g. your Cloudflare Tunnel hostname) |
OAUTH_LOGIN_SECRET | oauth-http-cli.js | Single-user login secret |
OBSIDIAN_EVERYWHERE_READONLY | cli.js, http-cli.js | Set to true to disable all write tools (default: write tools on) |
OBSIDIAN_EVERYWHERE_MOUNT_GUARD | all entrypoints | Opt-in Beta mount-loss protection and automatic reconciliation |
OBSIDIAN_EVERYWHERE_MOUNT_SENTINEL | all entrypoints | Optional vault-relative identity path, e.g. .obsidian/app.json |
OBSIDIAN_EVERYWHERE_MOUNT_RECHECK_MS | all entrypoints | Runtime mount probe interval (default 5000) |
OAUTH_ENABLE_WRITE_TOOLS | oauth-http-cli.js | Set to true to enable all write tools on the public connector (default: off) |
Development
fixtures/test-vault/ is a 30+ note fixture vault exercising every link
and parsing edge case the parser needs to handle (piped aliases, heading
and block links, embeds, frontmatter-embedded wikilinks, nested tags,
duplicate filenames across folders, unresolved links, code-block
exclusion, and Korean filenames/tags/wikilinks). It's what every test in
src/**/*.test.ts runs against.
Project status
Current v0.7.0 includes the graph and local semantic context engine, all three transports (stdio, bearer HTTP, OAuth HTTP), 39 MCP tools, guarded partial and bulk writes, and client setup for Codex, ChatGPT Desktop, and Claude. Remote Vault Bridge is a first-class deployment path. Its opt-in mount guard remains Beta while it receives cross-platform feedback for removable drives, NAS shares, and container mounts.
Help test a real remote-vault setup in Beta Issue #18, or ask questions in Discussion #19. A disposable vault is welcome; never share note contents, tokens, or private hostnames.
Contributing
Bug reports, feature requests, and PRs are welcome β see
CONTRIBUTING.md for dev setup, testing conventions,
and how the fixture vault relates to the test suite. Security issues:
please see SECURITY.md rather than opening a public issue.
License
MIT β see LICENSE.
Related MCP Servers
View all alternativesFrequently Asked Questions about Obsidian Everywhere
What is the Obsidian Everywhere MCP server used for?
Graph-native Obsidian vault server with 31 tools for search, backlinks, n-hop neighborhoods, structured and paginated reads, and safe file, partial, and bulk edits with dry-run and rollback. Works with Codex, ChatGPT, Claude, and any MCP client. npx -y obsidian-everywhere /path/to/vault
How do I install Obsidian Everywhere in Claude Desktop or Cursor?
Copy the client configuration JSON snippet from the installation section above into your claude_desktop_config.json or .cursor/mcp.json file, then restart your AI application.
Is the Obsidian Everywhere MCP server free and safe to use?
Yes, Obsidian Everywhere is listed as a free Model Context Protocol server. Always review repository source code and permissions before granting local workspace access to AI agents.