Integrates with Asana as a task provider, allowing AI assistants to access and manage assigned tasks, including overdue task retrieval.
Integrates with Gmail as an email provider, allowing AI assistants to access inbox emails, search messages, and track follow-ups on sent emails awaiting replies.
Integrates with Google Calendar as a calendar provider, allowing AI assistants to retrieve today's schedule, upcoming events, and prepare for meetings.
Scans Google Meet meeting transcripts to extract action items and follow-ups from meetings.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@executive-copilot What's on my schedule today and which emails need follow-ups?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
An MCP (Model Context Protocol) server that provides AI assistants with access to an executive's digital workspace. Aggregates data from email, calendar, tasks, and documents to enable intelligent assistance.
MCP Interface: Works with Claude Desktop, ChatGPT, Cursor, and any MCP-compatible client
Multi-Provider Architecture: Pluggable providers for Outlook, Gmail, Google Calendar, Asana, and more
Context Engine: Intelligently determines which information sources to consult
Memory Layer: Persistent knowledge base for organizations, people, and decisions
Automation Engine: Scheduled jobs for synchronization and briefings
Follow-up Detection: Automatically tracks sent emails awaiting replies
Transcript Scanning: Extracts action items from meeting transcripts (Google Meet)
Related MCP server: google-mcp-server
Python 3.12+
uv (Python package manager)
# Clone the repository
git clone https://github.com/gppsys/personalcopilot.git
cd personalcopilot
# Install dependencies
uv sync
# Copy and configure your settings
cp config/organizations.example.yaml config/organizations.yaml
# Edit config/organizations.yaml with your accounts
# Optional: local overrides and extra rules (all gitignored)
cp config/config.local.example.yaml config/config.local.yaml
cp config/context_rules.example.yaml config/context_rules.yaml
cp config/email_forward_rules.example.yaml config/email_forward_rules.yaml
# Initialize database
uv run copilot db init
# Run MCP server
uv run copilot mcpAdd to your Claude Desktop configuration:
{
"mcpServers": {
"executive-copilot": {
"command": "uv",
"args": ["--directory", "/path/to/personalcopilot", "run", "copilot-mcp"]
}
}
}┌─────────────────────────────────────────────────────────────────┐
│ MCP Layer │
│ (FastMCP server with tool definitions) │
├─────────────────────────────────────────────────────────────────┤
│ Service Layer │
│ (EmailService, CalendarService, ContextService, etc.) │
├─────────────────────────────────────────────────────────────────┤
│ Domain Layer │
│ (Models, Business Rules, Value Objects) │
├─────────────────────────────────────────────────────────────────┤
│ Infrastructure Layer │
│ (Providers, Repositories, Database, Config) │
└─────────────────────────────────────────────────────────────────┘Tool | Description |
| Get recent inbox emails |
| Search emails with query |
| Get pending follow-ups and reminders |
| Get today's calendar events |
| Get upcoming events |
| Get assigned tasks |
| Get overdue tasks |
| Get context for upcoming meeting |
| Combined daily briefing |
| Get organization information |
| Unified search across sources |
| Search knowledge base |
Run the server with automatic follow-up detection and scheduled jobs:
# Start admin panel + automation engine
uv run copilot serve
# In Claude Desktop config, connect to MCP server separatelyThis runs:
Admin panel at http://localhost:8080
Background automation (follow-up detection at 9am & 2pm, email sync, etc.)
# MCP server only (for Claude Desktop)
uv run copilot mcp
# Admin panel only (no automation)
uv run copilot admin
# Manual sync of pending replies
uv run copilot sync-repliesCommand | Description |
| Run admin panel with background automation |
| Run the MCP server (for Claude Desktop) |
| Initialize database tables |
| Run the admin web panel only |
| Manually scan sent emails for pending replies |
| Show current configuration |
| Run terminal configuration UI |
Configuration is managed through YAML files in the config/ directory:
config.yaml - Base configuration
organizations.yaml - Organization definitions (create from .example.yaml)
context_rules.yaml - Context engine rules
automation.yaml - Scheduled job configuration
See Configuration Guide for details.
# Install dev dependencies
uv sync --dev
# Run tests
uv run pytest
# Run linter
uv run ruff check .
# Type checking
uv run mypy srcSee Development Guide for detailed instructions.
MIT
Unclaimed servers have limited discoverability.
If you are the server author, to access and configure the admin panel.
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