Agentor

Agentor is an advanced, open-source framework designed to seamlessly build, prototype, and deploy AI agents that integrate securely with various tools, including email, calendars, CRMs, and more. With Agentor, users can effortlessly connect large language models (LLMs) to essential productivity tools like Gmail and Google Calendar in just a matter of minutes.

Key Features

• Pre-built Agents: Benefit from ready-to-use tools tailored for immediate deployment.
• Secure Integrations: Engage with email, calendar, and CRM tools in a secure environment, ensuring data integrity and privacy.
• Easy Deployment: Simplify the agent deployment process to get started quickly.
• AgentMCP: Utilize an effective tool routing mechanism that minimizes context bloat while improving performance by maintaining a single connection to the LLM.
• OpenAI App SDK: Accelerate development with a robust SDK for rapid application building.

Quick Examples of Usage

Chat with Email and Calendar

Initiate conversations about your important data with simple commands:

agentor chat

Ask questions like:

• "Show me emails from GitHub about security alerts"
• "What meetings do I have this week?"
• "Find invoices from Stripe in my Gmail"

API Integration

Integrate Agentor in applications using its API:

from agentor import agents

# Basic agent functionality
result = agents.run_sync(
    "Find emails from GitHub about security issues", tools=["search_gmail"], max_turns=3
)
print(result)

# Advanced commands with specific tool usage
result = agents.run_sync(
    "What's my schedule conflicts next week?",
    tools=["list_calendar_events", "search_gmail"],
    model="gpt-5-mini",  # Override to specific model
)

Security and Privacy

Agentor places a strong emphasis on user data security with:

• Local credentials stored securely on the machine
• No data collection, ensuring user information remains private
• Open-source code, allowing for independent audits
• Standard OAuth methods for secure authentication

For a multi-user application model, supportive mechanisms via OAuth authentication are available. This allows users to browse their emails and calendar events securely:

from agentor.integrations.google import CredentialRecord, UserProviderMetadata, UserInfo
... # Setup code omitted for brevity

Future Developments

Agentor is actively evolving, with features in development including:

• Email Actions: Capabilities for drafting, replying to, and sending emails.
• Integrations with Slack and HubSpot: Enhancing team communication and CRM functionalities.
• Multi-user Support: Facilitating team deployments.

Agentor is an efficient solution for anyone looking to streamline workflows and enhance productivity through intelligent agent interactions. Its commitment to security and ease of use positions it as a go-to framework for developing AI applications.