AppFlowy MCP

An MCP server and CLI for AppFlowy with 73 tools covering workspaces, spaces, pages, page content, Markdown import and export, databases, rows, search, members and invitations, publishing, quick notes, file upload, and AI chat.

Requirements

• Python 3.14

• uv

• AppFlowy account credentials

Related MCP server: Feishu MCP Server

Installation

The package is published on PyPI as appflowy-mcp, so all clients can run it with uvx appflowy-mcp. Pick your client below.

Claude Code

claude mcp add appflowy \
  -e APPFLOWY_EMAIL=your-email \
  -e APPFLOWY_PASSWORD=your-password \
  -- uvx appflowy-mcp

Codex

codex mcp add appflowy \
  --env APPFLOWY_EMAIL=your-email \
  --env APPFLOWY_PASSWORD=your-password \
  -- uvx appflowy-mcp

Other MCP Clients

Any client that supports stdio MCP servers can use this JSON config (Claude Desktop, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "appflowy": {
      "command": "uvx",
      "args": ["appflowy-mcp"],
      "env": {
        "APPFLOWY_EMAIL": "your-email",
        "APPFLOWY_PASSWORD": "your-password"
      }
    }
  }
}

Local Source (Development)

When developing from a cloned repository, replace uvx appflowy-mcp with uv run against your checkout. For example with Claude Code:

claude mcp add appflowy \
  -e APPFLOWY_EMAIL=your-email \
  -e APPFLOWY_PASSWORD=your-password \
  -- uv run --project /path/to/appflowy_mcp appflowy-mcp

Environment Variables

Set these environment variables:

APPFLOWY_EMAIL=your-email@example.com
APPFLOWY_PASSWORD=your-password

With these variables set, tools automatically log in on first use. appflowy_login is still available when you want to provide credentials explicitly.

For self-hosted AppFlowy, also set the base URL:

APPFLOWY_BASE_URL=http://localhost:8000

If omitted, APPFLOWY_BASE_URL defaults to https://beta.appflowy.cloud.

AppFlowy Structure

Most write operations need both a workspace and a parent view:

workspace -> space -> page/database

To create a page inside a space, pass the workspace ID and use the space view_id as parent_view_id.

Tools

Authentication

• appflowy_login

• appflowy_refresh_token

Workspaces And Spaces

• appflowy_list_workspaces

• appflowy_get_workspace_folder

• appflowy_list_spaces

• appflowy_create_space

• appflowy_update_space

Workspace Management

• appflowy_create_workspace

• appflowy_update_workspace

• appflowy_delete_workspace

• appflowy_leave_workspace

• appflowy_get_workspace_settings

• appflowy_update_workspace_settings

• appflowy_get_workspace_usage

Note: creating extra workspaces requires a paid AppFlowy Cloud plan; the free plan returns a workspace-limit error.

Members And Invitations

• appflowy_list_members

• appflowy_update_member

• appflowy_remove_members

• appflowy_invite_members

• appflowy_list_invitations

• appflowy_accept_invitation

Member roles are Owner, Member, or Guest.

Pages

• appflowy_create_page

• appflowy_get_page

• appflowy_update_page

• appflowy_move_page

• appflowy_reorder_pages

• appflowy_reorder_favorite

• appflowy_duplicate_page

• appflowy_move_page_to_trash

• appflowy_restore_page_from_trash

• appflowy_delete_page_from_trash

• appflowy_restore_all_from_trash

• appflowy_empty_trash

• appflowy_favorite_page

• appflowy_list_trash

• appflowy_list_favorites

• appflowy_list_recent

AppFlowy has no bulk-sort endpoint; sibling order is controlled by the move endpoint's prev_view_id. appflowy_reorder_pages builds on it to reorder all direct children of a space or page in one call — pass an explicit page_ids order, or sort_by one of name, created_at, last_edited_time (with optional descending); pages already in place are skipped. appflowy_reorder_favorite reorders a page within the favorites list.

Page Content

• appflowy_save_page

• appflowy_append_page_content

• appflowy_append_text_to_page

• appflowy_append_blocks_to_page

• appflowy_create_markdown_page

• appflowy_append_markdown_to_page

• appflowy_import_markdown_file

• appflowy_import_markdown_directory

Page-content support covers appending new document blocks, creating pages from Markdown, and appending Markdown to existing pages. AppFlowy exposes a high-level append-block endpoint, but not a matching high-level REST endpoint for deleting or editing arbitrary existing blocks. Page-level deletion through trash is supported.

When saving AI answers, notes, summaries, or generated content into AppFlowy, use appflowy_save_page by default. Its content_format field defaults to markdown, so agents do not need to ask users to say "save as Markdown" every time. Set content_format to plain_text only when the user explicitly wants the content preserved as literal plain text.

Use appflowy_append_page_content by default when adding AI-generated content to an existing page. It also treats content as Markdown unless content_format is set to plain_text.

Example paragraph block:

{
  "type": "paragraph",
  "data": {
    "delta": [
      {
        "insert": "Hello from MCP"
      }
    ]
  }
}

Example Markdown page:

{
  "parent_view_id": "space-or-page-view-id",
  "title": "Meeting Notes",
  "content": "# Meeting Notes\n\n- [ ] Follow up\n- **Important** decision\n\n```python\nprint(\"hello\")\n```",
  "content_format": "markdown"
}

Markdown conversion supports headings, paragraphs, dividers, bullet lists, numbered lists, todo lists, quotes, code blocks, image links, and inline bold, italic, strikethrough, code, and links.

Markdown Import

Use appflowy_import_markdown_file to import one local Markdown file as an AppFlowy page. Use appflowy_import_markdown_directory to recursively import a local folder tree.

Directory import maps local structure directly to AppFlowy:

local folder -> AppFlowy page
local subfolder -> AppFlowy subpage
local .md/.markdown file -> AppFlowy page

README.md or index.md becomes the content of its folder page instead of a separate child page. Other Markdown files in the same folder become child pages. Hidden folders plus .git, .hg, .svn, .idea, .vscode, node_modules, and __pycache__ are skipped.

Local image references are resolved relative to the Markdown file, uploaded to AppFlowy file storage, and replaced with AppFlowy file URLs:

![Architecture](./images/architecture.png)
![Screenshot](../assets/screenshot.png)

Remote image URLs such as https://... are kept as-is. Missing local images are reported in the import result warnings, while other files continue importing.

Example directory import:

{
  "parent_view_id": "space-or-page-view-id",
  "path": "D:\\notes",
  "upload_assets": true
}

Example single-file import:

{
  "parent_view_id": "space-or-page-view-id",
  "path": "D:\\notes\\MCP\\config.md",
  "title": "MCP Config",
  "upload_assets": true
}

Markdown Export

• appflowy_export_page

• appflowy_export_space

• appflowy_export_workspace

AppFlowy-Cloud has no export REST endpoint (the desktop app exports client-side), so these tools rebuild Markdown from the page collab data. The raw yjs update returned by the page-view endpoint is decoded with pycrdt, which preserves inline formatting (bold, italic, strikethrough, inline code, links) that the server's JSON conversion would flatten.

appflowy_export_page writes one page to a local .md file. appflowy_export_space exports a space (or any page subtree) as a directory tree that mirrors the import convention — a page with children becomes a folder whose own content is README.md, leaf pages become .md files. appflowy_export_workspace does the same for every space in the workspace. Non-document views (grids, boards, calendars) are skipped and reported in warnings, and the destination directory must be empty so existing files are never overwritten.

Databases And Rows

• appflowy_list_databases

• appflowy_get_database_fields

• appflowy_create_database_field

• appflowy_list_rows

• appflowy_get_row_details

• appflowy_create_row

• appflowy_upsert_row

• appflowy_get_updated_rows

appflowy_create_database_field field types: 0=RichText, 1=Number, 2=DateTime, 3=SingleSelect, 4=MultiSelect, 5=Checkbox, 6=URL, 7=Checklist.

Search

• appflowy_search

Full-text search across a workspace. Newly written content can take a short while to appear while the server indexes it.

Publishing

• appflowy_publish_page

• appflowy_unpublish_page

• appflowy_get_publish_namespace

• appflowy_set_publish_namespace

• appflowy_list_published_views

appflowy_publish_page returns the publish info (namespace and publish name) for building the public URL. On older server deployments that lack the list endpoint, appflowy_list_published_views falls back to walking the workspace folder tree.

Quick Notes

• appflowy_list_quick_notes

• appflowy_create_quick_note

• appflowy_update_quick_note

• appflowy_delete_quick_note

Quick note tools accept plain text (converted to paragraph blocks) or raw data JSON.

AI Chat

• appflowy_create_chat

• appflowy_delete_chat

• appflowy_get_chat_settings

• appflowy_update_chat_settings

• appflowy_list_chat_messages

• appflowy_chat_ask

Create a chat with appflowy_create_chat (optionally passing rag_ids, page view ids the AI may use as context), then ask questions with appflowy_chat_ask, which posts the question and waits for the complete AI answer (non-streaming).

User And Files

• appflowy_get_user_profile

• appflowy_upload_file

appflowy_upload_file uploads a local file to AppFlowy file storage and returns a URL that image or file blocks can reference. Use the page view_id as parent_dir.

Command-Line Interface

A standalone appflowy-cli package (a thin wrapper around this one) exposes the same client as a CLI, aimed at scriptable workflows — backups via cron, bulk import, quick lookups.

Authenticate either with the same APPFLOWY_EMAIL / APPFLOWY_PASSWORD / APPFLOWY_BASE_URL environment variables (or a .env file), or interactively:

uvx appflowy-cli login          # prompts for email/password
uvx appflowy-cli logout

login saves the session tokens (never the password) to ~/.config/appflowy-cli/credentials.json with mode 600 and keeps them fresh across runs; environment variables take priority when both are set.

Addressing follows AppFlowy's hierarchy: pick a workspace once with use (or per-command with -w), then address spaces and pages by PATH — /-separated names or UUIDs resolved level by level:

appflowy-cli use test                  # set the default workspace
appflowy-cli workspaces                # list workspaces (* = default)
appflowy-cli ls                        # spaces at the workspace root
appflowy-cli ls demo                   # children of the demo space
appflowy-cli tree demo                 # full subtree
appflowy-cli search "query"

# export (Markdown, inline formatting preserved)
appflowy-cli export demo/notes -o note.md   # leaf page -> one .md file
appflowy-cli export demo -o ./demo          # space -> directory tree
appflowy-cli export -o ./backup             # whole workspace

# import / create
appflowy-cli import demo ./notes            # local dir -> page subtree
appflowy-cli import demo note.md            # local file -> one page
echo "# Note" | appflowy-cli save demo "Title"

appflowy-cli -w Programming ls              # one-off workspace override

Every command accepts --json for machine-readable output. A nightly workspace backup is one cron line:

0 3 * * * APPFLOWY_EMAIL=... APPFLOWY_PASSWORD=... uvx appflowy-cli -w <workspace> export -o ~/backups/appflowy-$(date +\%F)

During development, run the CLI from this repository with uv run python -m appflowy_mcp.cli.

Local Run

uv run appflowy-mcp

Publish To PyPI

Build and check the package:

uv build
uv publish --dry-run --trusted-publishing never

Publish with a PyPI API token:

$env:UV_PUBLISH_TOKEN="pypi-your-token"
uv publish --trusted-publishing never

Do not commit PyPI tokens or write them into project files.

Notes

• Tokens are stored in memory by the MCP server process.

• APPFLOWY_EMAIL, APPFLOWY_PASSWORD, and APPFLOWY_BASE_URL can also be provided through a local .env file.

• Some page and space endpoints are implemented from AppFlowy source routes that are not present in the public OpenAPI document.