MCP Google Tools Server
A full-featured Model Context Protocol server that gives AI assistants real-time access to Google Workspace services including Drive, Gmail, Calendar, Sheets, Docs, and Apps Script.
README
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🔧 MCP Google Tools Server
A full-featured Model Context Protocol server for Google Workspace.
Give your AI assistant real-time access to Drive, Gmail, Calendar, Sheets, Docs, and Apps Script.
English docs · Документация на русском
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✨ What it can do
| Service | Capabilities |
|---|---|
| 📁 Google Drive | Search, copy, move, share, manage permissions |
| 📊 Google Sheets | Read/write ranges, named ranges, filter views, find & replace, CSV export |
| 📄 Google Docs | Read, create, append text, fill templates, export to PDF |
| 📧 Gmail | Draft, send, search, archive, label, delete with confirmation |
| 📅 Google Calendar | List events, find free slots, create meetings with attendees |
| ⚙️ Apps Script | Read, staged updates, auto-backup, rollback |
| 🔗 Resources | Attach live Drive / Gmail / Calendar / Sheets / Docs snapshots to AI context |
| 💬 Prompts | Ready-made AI templates: summarize inbox, analyze spreadsheet, plan week, search files |
🧩 MCP Primitives
This server exposes all three MCP primitive types:
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🛠 Tools
50+ executable actions<br/>
Called by the AI on demand.<br/>
Every tool is annotated with<br/>
readOnlyHint / destructiveHint<br/>
so clients can warn before risky actions.
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📦 Resources
Read-only data snapshots<br/> Attach live Google data directly<br/> to the AI context window<br/> without calling a tool.<br/> Supports static URIs and templates.
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💬 Prompts
Reusable AI templates<br/> Select a prompt in your MCP client<br/> to fetch live data and start<br/> a structured conversation<br/> in one click.
</td> </tr> </table>
🚀 Quick Start
1 — Install dependencies
pip install -r requirements.txt
2 — Set up Google OAuth
Create an OAuth 2.0 Client ID in Google Cloud Console, download the JSON, and note its path.
Full step-by-step guide: docs/AUTH_SETUP.md · docs/ru/AUTH_SETUP.md
3 — Configure the server
cp config.example.yaml config.yaml
# then edit config.yaml — set paths and choose MCP_AUTH_TOKEN
<details> <summary>💡 How to create <code>MCP_AUTH_TOKEN</code></summary>
MCP_AUTH_TOKEN is a secret string you choose. You can think of it as a local activation key for this MCP server, not as a network security layer or authentication mechanism.
- The server only checks that this token is configured before it starts handling tools — this is an extra safety step to avoid accidental runs without explicit setup.
- Invent any random string, e.g.
MySecretToken_2026!or use a password generator. - Recommended length: 16+ characters. Avoid reusing passwords.
- Set it in
config.yaml→mcp_auth_token: "your_token"or as the env varMCP_AUTH_TOKEN.
The token is never sent anywhere — it is only checked locally inside the server process. It does not restrict what your AI agent can do once the server is running. For more details, see docs/SECURITY.md / docs/ru/SECURITY.md.
</details>
4 — Connect your IDE
Replace <PROJECT_PATH> with the absolute path to this repository and your_token_here with your token.
<details> <summary><strong>Cursor</strong> — <code>.cursor/mcp.json</code> or <code>~/.cursor/mcp.json</code></summary>
{
"mcpServers": {
"google-tools": {
"command": "python",
"args": ["<PROJECT_PATH>\\server.py"],
"env": {
"MCP_AUTH_TOKEN": "your_token_here",
"MCP_CONFIG_FILE": "<PROJECT_PATH>\\config.yaml"
}
}
}
}
</details>
<details> <summary><strong>Windsurf</strong> — <code>%APPDATA%\Codeium\Windsurf\mcp_config.json</code> (Windows)</summary>
{
"mcpServers": {
"google-tools": {
"command": "python",
"args": ["<PROJECT_PATH>\\server.py"],
"env": {
"MCP_AUTH_TOKEN": "your_token_here",
"MCP_CONFIG_FILE": "<PROJECT_PATH>\\config.yaml"
}
}
}
}
</details>
<details> <summary><strong>VS Code (Copilot MCP)</strong> — <code>.vscode/mcp.json</code> or <em>MCP: Open User Configuration</em></summary>
Uses
servers(notmcpServers). Requires VS Code 1.102+ and Copilot enabled.
{
"servers": {
"google-tools": {
"type": "stdio",
"command": "python",
"args": ["<PROJECT_PATH>\\server.py"],
"env": {
"MCP_AUTH_TOKEN": "your_token_here",
"MCP_CONFIG_FILE": "<PROJECT_PATH>\\config.yaml"
}
}
}
}
</details>
<details> <summary><strong>Other IDEs</strong> — generic MCP stdio config</summary>
Use the same command / args / env. The root key may be mcpServers or servers.
{
"mcpServers": {
"google-tools": {
"command": "python",
"args": ["<PROJECT_PATH>\\server.py"],
"env": {
"MCP_AUTH_TOKEN": "your_token_here",
"MCP_CONFIG_FILE": "<PROJECT_PATH>\\config.yaml"
}
}
}
}
</details>
5 — Smoke check
After connecting, call get_gmail_profile() in your AI client.
It should return the authenticated Gmail address if OAuth is configured correctly.
📖 Usage Examples
<details> <summary><strong>Basic operations</strong></summary>
# Verify authentication
Tool: get_gmail_profile
→ Authenticated Gmail address: user@example.com
# Search for files in Drive
Tool: find_files
Arguments: {"query": "name contains 'budget'"}
→ - Budget_2026.xlsx (ID: 1a2b3c...) [spreadsheet]
# Read a Google Sheet
Tool: read_sheet
Arguments: {"spreadsheet_id": "1a2b3c4d5e...", "range_name": "Sheet1!A1:C10"}
→ | Name | Email | Status |
| John | j@corp.io | Active |
# Create a draft email (safe by default — never sends without draft_mode=false)
Tool: send_email
Arguments: {"to": "colleague@example.com", "subject": "Notes", "body_text": "...", "draft_mode": true}
→ EMAIL DRAFT CREATED (ID: r1234...) — saved as draft, not sent.
</details>
<details> <summary><strong>Resources — attach live data to context</strong></summary>
# Recent Drive files (no arguments needed)
Resource URI: gdrive://recent
# Unread inbox snapshot
Resource URI: gmail://inbox
# This week's calendar
Resource URI: gcalendar://upcoming
# Specific spreadsheet range
Resource URI: gsheets://1a2b3c4d5e.../Sheet1!A1:D20
# Specific Google Doc
Resource URI: gdocs://1a2b3c4d5e...
</details>
<details> <summary><strong>Prompts — one-click AI workflows</strong></summary>
| Prompt | What it does |
|---|---|
summarize_inbox |
Fetches recent Gmail messages → ready for AI summary |
analyze_spreadsheet |
Reads a sheet range → ready for AI analysis / charts |
plan_week |
Loads calendar events → ready for scheduling suggestions |
search_drive |
Searches Drive files → ready for organisation advice |
</details>
🛡 Safety Features
| Feature | Tools affected |
|---|---|
confirm=true required |
delete_email, gmail_archive, calendar_create_meeting, drive_revoke_public, doc_fill_template |
dry_run=true by default |
batch_delete_emails, sheet_find_replace |
| Auto dry-run for large ranges | clear_range (prompts confirmation above threshold) |
| Draft mode by default | send_email (never sends unless draft_mode=false) |
| Public sharing blocked | share_file blocks type=anyone unless allow_public=true |
| Tool annotations | Every tool carries readOnlyHint / destructiveHint for client-side warnings |
⚠️ Your AI agent has access to all data you authorize via OAuth. Use read-only scopes for sensitive accounts. See docs/SECURITY.md.
⚙️ Configuration Reference
config.yaml keys
| Key | Env override | Default | Description |
|---|---|---|---|
client_secrets_file |
GOOGLE_CLIENT_SECRETS_FILE |
— | Path to OAuth JSON downloaded from Google Cloud |
token_file |
GOOGLE_TOKEN_FILE |
~/.google/token.json |
Where the OAuth token is saved after first login |
mcp_auth_token |
MCP_AUTH_TOKEN |
— | Required. Token to activate the server |
log_file |
GOOGLE_LOG_FILE |
stderr only | Path to a log file (optional) |
log_level |
GOOGLE_LOG_LEVEL |
INFO |
Log verbosity: DEBUG / INFO / WARNING / ERROR |
backup_dir |
GOOGLE_BACKUP_DIR |
— | Directory for Apps Script auto-backups |
scopes |
— | full access | List of OAuth scopes (see security docs) |
MCP_CONFIG_FILE— points to yourconfig.yaml. Set this in the IDEenvblock.
Environment variables always override config file values.
<details> <summary>Minimal <code>config.yaml</code> example</summary>
client_secrets_file: "C:\\Users\\you\\.google\\oauth.keys.json"
token_file: "C:\\Users\\you\\.google\\token.json"
mcp_auth_token: "MySecretToken_2026!"
log_level: "INFO"
</details>
📦 Full Tool List
<details> <summary>📁 Drive (8 tools)</summary>
| Tool | Type | Description |
|---|---|---|
find_files |
read | Search by name or Drive query |
drive_search_advanced |
read | Full Drive query syntax with result limit |
drive_list_permissions |
read | List file permissions |
create_folder |
write | Create a folder |
move_file |
write | Move a file to a folder |
drive_copy_file |
write | Copy a file |
share_file |
write | Share with user/group/domain/anyone |
drive_revoke_public |
destructive | Revoke public access (confirm=true) |
</details>
<details> <summary>📊 Sheets (11 tools)</summary>
| Tool | Type | Description |
|---|---|---|
read_sheet |
read | Read a cell range |
get_spreadsheet_meta |
read | Spreadsheet metadata |
sheet_export_csv |
read | Export range to CSV |
append_row |
write | Append a row |
update_sheet |
write | Write rows to a range |
create_spreadsheet |
write | Create a new spreadsheet |
add_sheet |
write | Add a new tab/sheet |
sheet_create_filter_view |
write | Create a filter view |
sheet_create_named_range |
write | Create a named range |
sheet_find_replace |
write | Find & replace (dry_run=true by default) |
clear_range |
destructive | Clear a range (auto dry-run for large ranges) |
</details>
<details> <summary>📄 Docs (5 tools)</summary>
| Tool | Type | Description |
|---|---|---|
read_doc |
read | Read document text |
doc_export_pdf |
read | Export document as binary PDF |
create_doc |
write | Create a new document |
append_to_doc |
write | Append text |
doc_fill_template |
destructive | Fill template placeholders (confirm=true) |
</details>
<details> <summary>📧 Gmail (11 tools)</summary>
| Tool | Type | Description |
|---|---|---|
get_gmail_profile |
read | Get authenticated email address |
list_emails |
read | List emails (with optional search query) |
read_email |
read | Read a single email |
gmail_search_and_summarize |
read | Search and return brief summary |
create_draft |
write | Create a draft |
send_email |
write | Send or draft an email (draft_mode=true by default) |
send_draft |
write | Send an existing draft |
gmail_label_apply |
write | Apply a label (dry_run=true by default) |
gmail_archive |
write | Archive a message (confirm=true) |
delete_email |
destructive | Delete an email (confirm=true) |
batch_delete_emails |
destructive | Delete multiple emails (dry_run=true by default) |
</details>
<details> <summary>📅 Calendar (4 tools)</summary>
| Tool | Type | Description |
|---|---|---|
list_events |
read | List upcoming events |
calendar_find_free_slots |
read | Find free time slots |
create_event |
write | Create an event |
calendar_create_meeting |
write | Create meeting with attendees (confirm=true) |
</details>
<details> <summary>⚙️ Apps Script (6 tools)</summary>
| Tool | Type | Description |
|---|---|---|
get_script_content |
read | Read project files |
create_script_project |
write | Create a new project |
prepare_script_update |
write | Stage an update, get operation_id |
execute_operation |
write | Execute a staged update (with auto-backup) |
cancel_operation |
write | Cancel a pending staged update |
restore_script_backup |
write | Restore from auto-backup |
</details>
<a id="documentation"></a>
📚 Documentation
🇬🇧 English
| Document | Description |
|---|---|
| AUTH_SETUP.md | Step-by-step Google OAuth setup guide |
| TOOLS_REFERENCE.md | Full tools, resources, and prompts reference |
| SECURITY.md | OAuth scopes, safety features, best practices |
| IDE_SETUP.md | Cursor, Windsurf, VS Code, and other IDE setup |
| LEARN.md | How this MCP server was built (step-by-step tutorial) |
<a id="документация"></a>
🇷🇺 На русском
| Документ | Описание |
|---|---|
| AUTH_SETUP.md | Пошаговая настройка Google OAuth |
| TOOLS_REFERENCE.md | Полный справочник инструментов, ресурсов и промптов |
| SECURITY.md | OAuth scopes, защиты, рекомендации |
| IDE_SETUP.md | Настройка Cursor, Windsurf, VS Code и других IDE |
⚠️ Responsibility notice
You are responsible for understanding the risks and consequences of operations performed by this server.
Use it at your own discretion and follow your organization's security policies.
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Built with ❤️ using Model Context Protocol · MCP Python SDK
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