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notion-mcp-server

Notion MCP Server โ€” Connect Claude, Cursor & ChatGPT to Notion via Model Context Protocol

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An agent-first Notion MCP server (Model Context Protocol) that connects Claude, Cursor, ChatGPT, Claude Desktop, Cline, Zed and other MCP-compatible AI clients to Notion. Sign in once with your Notion Personal Access Token (PAT) โ€” no per-page sharing dance, no extra integration to set up. Your AI sees the Notion pages you authorize the token for (typically your whole workspace) and can create pages, query databases, append blocks, leave comments, and upload files in natural language.

v2.4 โ€” built for AI agents, not REST clients. Two MCP tools instead of 36 endpoints, batched mutations, idempotency keys, automatic retries on Notion rate limits, self-healing validation errors (now path-sliced to <1KB), slim token-efficient responses, and a markdown shortcut so the model can write a whole page in one call.

๐Ÿ“‘ Table of Contents


Related MCP server: SystemPrompt MCP Notion Server

๐Ÿช„ 5-minute install (no coding required)

You don't need to know what a terminal is. If you can copy text and paste it into two boxes, you can finish this.

What you'll get

After setup, you can tell Claude things like:

  • "Make a page in my Personal workspace called 'Q3 plan' and add a checklist of these five items."

  • "Find every page in my Tasks database where Status is 'Doing' and tell me which are overdue."

  • "Comment on yesterday's meeting notes with a one-paragraph summary."

Claude reads and writes Notion directly โ€” no copy/paste, no browser tabs.

What you'll need

  1. A Notion account.

  2. The Claude Desktop app installed. (Cursor and Claude Code work too โ€” see Developer install.)

  3. About 5 minutes.

Step 1 โ€” Get your Notion Personal Access Token

A Personal Access Token (PAT) is like a key that lets the AI act as you inside Notion. It can see every page you can see โ€” no per-page setup.

  1. Open the Notion developer portal: notion.so/profile/integrations (while logged into Notion). Same page if you go through the app: Settings โ†’ Connections โ†’ Develop or manage integrations.

  2. Open the Personal access tokens tab โ†’ click + New personal access token.

  3. Give it a name like Claude, pick the workspace the token should act in, leave the default capabilities checked, and click Create token.

  4. Copy the token โ€” Notion shows the full value only once. It starts with ntn_. Treat it like a password.

PATs expire 1 year after creation. Set a calendar reminder to rotate before then, or auth will start failing.

Don't see a "Personal access tokens" tab? Your workspace admin may have disabled them โ€” use the Internal Integration alternative.

Need more detail (rotation, revocation, what a PAT can/can't do)? See the full PAT walkthrough further down. Official reference: Notion PAT guide.

Step 2 โ€” Tell Claude Desktop where the server lives

  1. Open Claude Desktop โ†’ click Claude (top-left menu on Mac, or the hamburger menu on Windows) โ†’ Settings โ†’ Developer โ†’ Edit Config.

  2. A file called claude_desktop_config.json opens in a text editor. Don't panic at the curly braces โ€” it's just text. We're going to swap all of it out.

  3. Select all the text in that file (Cmd+A on Mac, Ctrl+A on Windows), delete it, then paste the block below.

{
  "mcpServers": {
    "notion": {
      "command": "npx",
      "args": ["-y", "notion-mcp-server"],
      "env": {
        "NOTION_TOKEN": "ntn_paste_your_token_here"
      }
    }
  }
}

What is this block? It tells Claude Desktop how to launch the Notion connector. npx is a small tool that downloads and runs the connector automatically the first time โ€” you don't install anything separately, it happens in the background (the first run may take a few seconds). env is where your Notion token goes. Leave every quote mark and bracket exactly as shown; the only thing you change is the token.

  1. Replace ntn_paste_your_token_here with the token you copied in Step 1 โ€” leave the quotation marks around it.

  2. Save the file (Cmd+S / Ctrl+S).

  3. Quit Claude Desktop completely (Mac: Cmd+Q, not just closing the window โ€” Windows: right-click the tray icon โ†’ Quit) and reopen it.

Step 2b โ€” Did it work?

After Claude Desktop reopens, start a new chat and type / in the message box. You should see notion_execute and notion_describe appear in the slash-command list. If they don't, the connection didn't take โ€” go back to Settings โ†’ Developer โ†’ Edit Config, check there's no typo in the token (it must stay between the quotation marks), and confirm you fully quit and reopened Claude Desktop. Common pitfalls are also covered in Troubleshooting.

Step 3 โ€” Try it

In a new Claude chat, type:

"Use Notion to make a new page called 'Hello from Claude' under my workspace and add a checklist of three things I want to try today."

You should see Claude call the notion_execute tool and report back with a page link. Click it โ€” your new page is live in Notion.

That's it. If something doesn't work, the most common fix is in Troubleshooting below โ€” usually a token typo or Claude Desktop not being fully quit and reopened. The rest of this README covers Docker, Cursor, Claude Code, and self-hosting for developers.


โšก Why this server? (vs. the official Notion MCP)

There's a first-party Notion MCP server. It works for simple one-off calls. For agent workloads โ€” repeated queries, bulk mutations, long context windows โ€” it gets expensive fast: one MCP tool per endpoint, no batching, no idempotency, raw response shapes. Those choices add up to real token cost and real latency.

This server is designed from the agent's side of the protocol.

Capability

Official Notion MCP

This server (designed for agents)

Tool surface

22 tools (one per endpoint) loaded into context

2 tools (notion_execute, notion_describe) โ€” the LLM loads ~90% less schema

Operations covered

~22 endpoints

35 operations (plus a trash_page alias of archive_page) across pages, blocks, databases, data sources, comments, users, files

Primary auth

Internal Integration token + per-page "Connect" sharing

Personal Access Token (PAT) โ€” uses the pages you've authorized for the token, zero per-page Connect step

Batch mutations

Not documented

โœ… Universal { items: [...] } envelope; runs up to 10 in parallel

Atomic batches + rollback

Not documented

โœ… atomic: true aborts on first failure, best-effort archives entities created earlier

Idempotency

Not documented

โœ… idempotency_key โ€” same key + same op returns the cached result for 5 minutes

Rate-limit handling

Not documented (429s bubble up)

โœ… Shared token-bucket limiter (3 req/s default, configurable via NOTION_RATE_LIMIT) + exponential backoff on 429/5xx/timeouts, honors Retry-After

Response shapes

Raw Notion SDK JSON

Slim shapers by default โ€” drops archived: false, created_time, last_edited_time, in_trash: false, empty descriptions, etc. verbose: true to opt out

Database queries

Raw properties bag per row

Flattened name โ†’ primitive map (title, rich_text, number, select, multi_select, status, date, people, files, checkbox, url, email, phone_number, formula, relation, rollup, unique_id, verification, created_by, last_edited_by, timestamps)

Wire format

Default SDK serialization

Compact (un-indented) JSON โ€” ~30% smaller payloads vs. indented output, identical to parse

Markdown input

Page-level markdown editing supported

โœ… markdown shortcut on create_page / append_blocks / update_block, full markdown round-trip via get_page_markdown / update_page_markdown, plus markdown comment bodies โ€” full GFM (paragraphs, headings 1โ€“4, lists, to-dos with nested children, blockquotes, fenced code with language detection, images, dividers, inline bold/italic/strike/code/links)

File uploads

Not in the documented tool surface

โœ… upload_file handles single-part and multi-part (5 MB chunks) transparently; MIME inferred from filename; rejects application/octet-stream

Validation errors

Plain error string

Self-healing: { code, message, path, issues, schema, example, fix } โ€” agent corrects bad payloads in one round-trip without calling describe

Notion API version

Not pinned in client config

Pinned to 2025-09-03 (the modern data-sources line)

Real-world impact

  • Renaming 50 pages. Without a batch envelope, the agent issues 50 separate update-page MCP calls โ€” each one re-loading the tool schema and serialized through the agent's reasoning loop. With this server, the agent issues one notion_execute call with { items: [...], concurrency: 10 }. Wall-clock improvement is roughly an order of magnitude on typical batch sizes; the bigger win is the tokens saved on prompt overhead.

  • Loading the tool list into the agent's context. Official server: 22 schema blobs every conversation. This server: 2 schema blobs โ€” and only those 2 ever appear in the agent's tool list, regardless of which of the 35 operations the agent ends up calling.

  • Reading a 100-row database. Official server returns the raw Notion properties bag per row. This server flattens it; for a typical CRM table this is roughly 5โ€“10ร— fewer tokens without losing information.


๐Ÿš€ Developer install

There are two ways to authenticate. Both use the NOTION_TOKEN env var โ€” only how you obtain the token differs.

Personal Access Token (recommended)

Internal Integration (legacy)

Where you get it

notion.so/profile/integrations โ†’ Personal access tokens tab โ†’ + New personal access token

notion.so/profile/integrations/internal โ†’ + New connection

Token prefix

ntn_โ€ฆ

ntn_โ€ฆ (new) or secret_โ€ฆ (older)

Scope

Everything you can see

Only pages where you've clicked โ€ข โ€ข โ€ข โ†’ Connect โ†’ <integration>

Setup friction

None โ€” works immediately

Per-page Connect dance for every page or database the agent should touch

When to use

Default. Personal workspaces, team workspaces where you're authorized, prototyping.

When a workspace admin requires explicit per-resource scoping for compliance, or for shared production bots.

The rest of this README assumes PAT. Swap in an integration secret if you prefer the scoped model โ€” every command below is identical.

๐Ÿ’ก Heads-up: most "object_not_found" errors are a wrong auth choice, not a bug. If your agent reports "Could not find page" on pages you can see in Notion, you're almost certainly using an Internal Integration token that hasn't been Connected to those pages โ€” switch to a PAT.

Get a Personal Access Token โ€” full walkthrough

Step 1 of the 5-minute install covers the happy path. This section covers what surrounds it: capabilities, expiry, revocation, and the admin-disabled fallback.

๐Ÿ“– Official: Notion PAT guide ยท Authorization overview.

What a PAT can and can't do

Can

Can't

Read every page you have access to

Access workspaces or pages you personally can't see

Create / update pages and databases in workspaces where you have edit rights

Bypass workspace permission rules

Add comments under your identity

Act as another user

Upload files via the File Upload API

Modify workspace-level admin settings

A PAT is a scope = your account. If you lose edit access to a page, the PAT loses it too. Issue separate tokens to teammates โ€” don't share one.

Expiry and rotation

PATs expire 1 year after creation (Notion docs). After expiry, every API call returns an auth error until you replace the token. Set a calendar reminder for ~11 months out.

Revoking a PAT

  1. Open notion.so/profile/integrations โ†’ Personal access tokens tab.

  2. Find the token by name โ†’ โ€ข โ€ข โ€ข โ†’ Revoke.

  3. Update NOTION_TOKEN in your MCP client config and restart the client.

Workspace admins can revoke any user's PATs from Settings & members โ†’ Connections โ†’ All personal access tokens. Revocation is immediate.

Workspace admin disabled PATs?

Some enterprise workspaces only allow scoped Internal Integrations. Two options:

  1. Ask your admin to enable PATs for your account.

  2. Use the Internal Integration path โ€” same NOTION_TOKEN env var; create it at notion.so/profile/integrations/internal โ†’ + New connection, then click โ€ข โ€ข โ€ข โ†’ Connect on every page or database you want the agent to touch.

Backward compatibility from v1.x

If you ran a v1.x setup, nothing in your environment needs to change. Both env vars still work:

Env var

Status in v2.4

Notes

NOTION_TOKEN

โœ… Required

Accepts PATs (ntn_โ€ฆ, recommended) and Internal Integration secrets (secret_โ€ฆ or ntn_โ€ฆ, legacy). Identical handling.

NOTION_PAGE_ID

โœ… Optional

Still works as the default parent page for create_page / create_database when no parent is passed. v2 added a clean missing_parent validation error instead of v1's crash when neither is provided.

NOTION_RATE_LIMIT

โœ… New, optional

Requests per second for the shared limiter. Defaults to 3 (Notion's documented per-integration limit).

NOTION_DAILY_LOG_PAGE_ID

โœ… Optional

Used only by the daily-log MCP prompt. Ignore if you don't call that prompt.

The only v2 break is the tool surface itself โ€” v1's notion_pages, notion_blocks, notion_database, notion_comments, notion_users are replaced by notion_execute and notion_describe. Modern MCP clients (Claude Code, Cursor, Claude Desktop) rediscover tools at startup, so they pick up the new surface automatically. If your client hard-codes the v1 tool names, see MIGRATION.md for the rename map.

A typical v1.x invocation continues to work unchanged:

NOTION_TOKEN=secret_xxx NOTION_PAGE_ID=abc123... node build/index.js

Claude Code / Cursor / Claude Desktop

Claude Code:

claude mcp add notion -s user \
  -e NOTION_TOKEN=ntn_paste_your_token_here \
  -- npx -y notion-mcp-server

Cursor (~/.cursor/mcp.json) or Claude Desktop (macOS: ~/Library/Application Support/Claude/claude_desktop_config.json ยท Windows: %APPDATA%\Claude\claude_desktop_config.json):

{
  "mcpServers": {
    "notion": {
      "command": "npx",
      "args": ["-y", "notion-mcp-server"],
      "env": {
        "NOTION_TOKEN": "ntn_paste_your_token_here"
      }
    }
  }
}

Local build (no npx):

git clone https://github.com/awkoy/notion-mcp-server.git
cd notion-mcp-server
npm install && npm run build

claude mcp add notion -s user \
  -e NOTION_TOKEN=ntn_paste_your_token_here \
  -- node "$(pwd)/build/index.js"

Docker / Podman / OrbStack

claude mcp add notion -s user \
  -e NOTION_TOKEN=ntn_paste_your_token_here \
  -- docker run --rm -i -e NOTION_TOKEN ghcr.io/awkoy/notion-mcp-server:latest

The -i flag is required (stdio transport). -e NOTION_TOKEN (no =value) forwards the env var from the parent process.

For Cursor / Claude Desktop:

{
  "mcpServers": {
    "notion": {
      "command": "docker",
      "args": ["run", "--rm", "-i", "-e", "NOTION_TOKEN", "ghcr.io/awkoy/notion-mcp-server:latest"],
      "env": { "NOTION_TOKEN": "ntn_paste_your_token_here" }
    }
  }
}

The published image is OCI-compliant โ€” Podman, OrbStack, colima, Rancher Desktop, Finch, and nerdctl all work with the same flags (substitute the runtime's CLI for docker). Docker Desktop is not required.

Optional NOTION_PAGE_ID

A default parent page for create_page / create_database when the caller doesn't pass one. Operations that need a parent and don't get one return a clear validation error instead of crashing.

To find a page ID: open the page in Notion โ†’ Share โ†’ Copy link. The ID is the last 32 characters of the URL.

claude mcp add notion -s user \
  -e NOTION_TOKEN=ntn_xxx \
  -e NOTION_PAGE_ID=abc123... \
  -- npx -y notion-mcp-server

๐ŸŒŸ Features: what this Notion MCP server does

  • Two-tool surface โ€” notion_execute (do it) + notion_describe (learn the shape). The whole API is one schema deep.

  • Universal batch envelope โ€” every mutating op accepts { items: [...], atomic?, idempotency_key?, concurrency? }. Per-item validation, per-item results, summary counts.

  • Atomic batches with best-effort rollback โ€” atomic: true aborts on first failure and archives anything created earlier in the batch.

  • Idempotency keys โ€” same (operation, idempotency_key) returns the cached batch result for 5 minutes (max 512 entries). Safe to retry on flaky networks.

  • Rate-limit + retry baked in โ€” shared token-bucket limiter (3 req/s default, configurable via NOTION_RATE_LIMIT); transient SDK failures (429, 5xx, timeouts) auto-retry with exponential backoff and honor Retry-After.

  • Self-healing validation errors โ€” every failure returns { schema, example, fix }. The model corrects bad payloads in one round-trip โ€” no extra notion_describe call needed.

  • Markdown shortcut โ€” create_page / append_blocks / update_block / update_page_markdown / comment bodies accept a markdown string (full GFM: paragraphs, headings 1โ€“4, lists, to-dos with nested children, blockquotes, fenced code with language normalization, dividers, images, inline bold/italic/strike/code/links).

  • Slim responses + flattened rows โ€” defaults drop noisy fields and the query_database rows flatten each property to a name โ†’ primitive map. verbose: true per call to get the raw SDK shape. Compact JSON wire format (~30% smaller payloads).

  • File uploads โ€” upload_file handles single-part and multi-part (5 MB chunks) transparently; auto-detects MIME from filename; rejects application/octet-stream.

  • Opt-in auto-pagination โ€” pass paginate: true on search_pages, list_comments, or query_database and the server walks next_cursor for you (capped by page_limit, default 10 pages โ‰ˆ 1000 items at page_size: 100). Other list ops return a single Notion page with has_more / next_cursor.

  • Typed where filter shorthand โ€” query_database accepts a where clause like {Status: {equals: "Done"}, AND: [...]} with operator objects (eq, ne, gte, lte, contains, starts_with, etc.); the server compiles it to Notion filter JSON. Pass raw Notion filter JSON for edge cases the shorthand can't express (the two fields are mutually exclusive).

  • Universal MCP compatibility โ€” Cursor, Claude Desktop, Claude Code, Cline, Zed, Continue, anything that speaks MCP stdio.


๐Ÿ“š MCP tools for Notion (notion_execute & notion_describe)

The v2 server exposes exactly two MCP tools โ€” your AI client only ever loads these two schemas, regardless of which of the 35 Notion operations you call.

notion_execute

Run any Notion operation. Pass { operation, payload } โ€” payload is either a single object, or { items: [...] } for batch mode.

Single call:

{
  "operation": "set_page_title",
  "payload": { "page_id": "<page-id>", "title": "Q3 plan" }
}

Batch:

{
  "operation": "set_page_title",
  "payload": {
    "items": [
      { "page_id": "<p1>", "title": "First" },
      { "page_id": "<p2>", "title": "Second" }
    ],
    "atomic": false,
    "concurrency": 3,
    "idempotency_key": "rename-pass-2025-05-26"
  }
}

Markdown shortcut (works in create_page, append_blocks, update_block, update_page_markdown):

{
  "operation": "create_page",
  "payload": {
    "parent": { "type": "page_id", "page_id": "<parent>" },
    "title": "Notes",
    "markdown": "# Heading\n\n- [ ] todo\n- [x] done\n\n```ts\nconst x = 1;\n```"
  }
}

Self-healing errors: if the payload doesn't validate, the response includes the full JSON Schema for that operation plus a working example, so the next call can be corrected without round-tripping through notion_describe.

notion_describe

Return the JSON Schema + working example for a single operation. Use this when you want to see the shape of a complex op (filter expressions, mixed block batches, full database property definitions) before calling notion_execute.

{ "operation": "query_database" }

Operations menu (35 ops, plus one alias)

Area

Operations

Pages

create_page, get_page, set_page_title, set_page_property, set_page_properties, archive_page (alias: trash_page), restore_page, search_pages, move_page, get_page_markdown, update_page_markdown

Blocks

append_blocks, get_block, get_block_children, update_block, delete_block, batch_mixed_blocks

Databases

create_database, query_database, update_database

Data sources

list_data_sources, get_data_source, update_data_source

Comments

list_comments, add_page_comment, add_discussion_comment, get_comment, update_comment, delete_comment

Users

list_users, get_user, get_bot_user

Files

upload_file, list_file_uploads, get_file_upload

The authoritative list (with batchability) is also served as an MCP resource at notion://operations โ€” useful as a one-shot cheat sheet for the LLM.


๐Ÿ›  Development

git clone https://github.com/awkoy/notion-mcp-server.git
cd notion-mcp-server
npm install

# Set NOTION_TOKEN (and optionally NOTION_PAGE_ID) in a .env file.
echo "NOTION_TOKEN=ntn_xxx" > .env

npm run build       # tsc -> build/
npm test            # vitest smoke suite
npm run inspector   # MCP inspector against the built binary

๐Ÿ”ง Technical details: how the Notion MCP server is built

  • TypeScript + MCP SDK (^1.29.0)

  • Notion SDK @notionhq/client@^5.22.0, pinned Notion-Version: 2025-09-03

  • Zod 4 payload validation; emits draft-7 JSON Schema with $defs deduplication for error envelopes

  • Markdown โ†’ Notion blocks via the remark / remark-gfm pipeline

  • Bounded-concurrency batch worker (default 3, max 10)

  • Shared token-bucket rate limiter; withRetry wraps every dispatched call with exponential backoff on transient failures

  • In-memory idempotency cache (5-minute TTL, 512 entries)

  • Slim shapers per entity type (slimPage, slimBlock, slimDatabase, slimDataSource, slimUser, slimComment, slimFileUpload) with verbose: true opt-out

  • Vitest smoke harness covering the markdown parser, slim shapers, schema emitter, dispatcher, batch partial success / atomic rollback / idempotency dedupe (npm test)


โ“ Troubleshooting the Notion MCP server

  • "object_not_found" / "Could not find ..." โ€” the integration token can only see pages explicitly shared with it. Switch to a PAT to skip per-page sharing.

  • "Notion auth failed" on every call โ€” the token was missing, revoked, or expired (PATs expire 1 year after creation). Check NOTION_TOKEN is set in your MCP client config, then open notion.so/profile/integrations โ†’ Personal access tokens and confirm yours is still listed and not past its expiry. If it expired, create a new one and update the env var.

  • "No parent page configured" โ€” pass parent in the call, or set NOTION_PAGE_ID to a default.

  • "multi_source_database" error from query_database โ€” your database has more than one data source. Call list_data_sources to get the IDs, then pass data_source_id instead of database_id.

  • Server logs "Notion auth check failed" on startup but tools still work โ€” the startup check is best-effort. If subsequent tool calls succeed, ignore the warning (Claude Code suppresses MCP stderr anyway).

  • Docker container exits immediately / "Connection closed" โ€” the -i flag is required so Docker keeps stdin open for the MCP stdio transport. docker run --rm -i ..., not docker run --rm ....

  • Docker: "NOTION_TOKEN is not set" despite passing -e โ€” make sure the form is -e NOTION_TOKEN (forwards from parent env) or -e NOTION_TOKEN=ntn_xxx (inline value), not -e NOTION_TOKEN ntn_xxx (treated as two separate args).

Getting help


๐Ÿ’ฌ FAQ: Notion MCP server

What is the Notion MCP server and how does it work?

The Notion MCP server is a Model Context Protocol (MCP) server that connects AI assistants โ€” Claude, Cursor, ChatGPT, Claude Desktop, Cline, Zed, Continue, anything that speaks MCP โ€” to your Notion workspace. It runs locally (or in Docker) and exposes two MCP tools (notion_execute, notion_describe) that the AI calls to read and write Notion. You authenticate once with a Notion Personal Access Token; everything else is natural language.

How do I connect Claude to Notion using MCP?

Follow the 5-minute install above. The short version: get a Notion Personal Access Token at notion.so/profile/integrations โ†’ Personal access tokens tab โ†’ + New personal access token, then paste it into Claude Desktop's claude_desktop_config.json (Settings โ†’ Developer โ†’ Edit Config). Quit and reopen Claude Desktop and you can ask it to create or read Notion pages directly.

What is a Notion Personal Access Token and how do I get one?

A Personal Access Token (PAT) is a key that lets an app act as you inside Notion. It can see every page you can see โ€” no per-page "Connect" step required. Generate one at notion.so/profile/integrations โ†’ Personal access tokens โ†’ + New personal access token. The token starts with ntn_โ€ฆ and expires 1 year after creation. Treat it like a password; don't commit it to git or share it publicly. See the full walkthrough for capabilities, rotation, and admin restrictions, or the official Notion guide.

What's the difference between this Notion MCP server and the official Notion MCP?

The official Notion MCP server exposes one MCP tool per REST endpoint (22 tools), uses an Internal Integration token (which requires per-page sharing in Notion's UI), and returns raw Notion JSON. This server exposes two tools that dispatch 36 named operations, defaults to a Personal Access Token (no per-page setup), batches mutations, retries on rate limits, and slims responses to cut token usage. See the full comparison table.

Can I use this Notion MCP server with Cursor, ChatGPT, or Cline?

Yes. Anything that speaks the MCP stdio protocol works: Claude Desktop, Claude Code, Cursor, Cline, Zed, Continue, and self-hosted clients. Cursor uses ~/.cursor/mcp.json; the config block is in the Developer install section. ChatGPT support depends on the client you're using โ€” any wrapper that supports MCP servers will work.

Is it safe to give an AI my Notion token?

The token is stored locally in your MCP client's config file and only sent to the Notion API (over HTTPS). It never leaves your machine except to talk to api.notion.com. The server itself is open source โ€” you can read every line. That said, a PAT has the same access your account does, so don't paste it into untrusted clients, and revoke it at notion.so/profile/integrations โ†’ Personal access tokens if a laptop is lost.

Does this work with self-hosted or local-only LLMs?

Yes, as long as the LLM client supports MCP stdio (or you run a wrapper that bridges it). The server doesn't care what's on the other side of the protocol.


๐Ÿค Contributing

PRs welcome. Fork โ†’ branch โ†’ commit โ†’ push โ†’ PR. Run npm test before submitting.

๐Ÿ“„ License

MIT โ€” see LICENSE.

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