Forge is preparing the requested surface and verifying the live route.
Forge is preparing the requested surface and verifying the live route.
One import. Your entire crew gets persistent memory, web search, smart model routing, and security — without changing your crew structure.
Shared persistent memory across all agents in your crew
Each agent gets the optimal model for its role
Every crew task scanned for injection and PII
Copy-paste and go.
pip install openai
from openai import OpenAI
client = OpenAI(api_key='fpk_...', base_url='https://optimaforge.ai/v1')
researcher = Agent(
role='Researcher',
# Point CrewAI at the same OpenAI-compatible Forge client.
)Already using CrewAI? You don't have to switch. Forge works as infrastructure underneath CrewAI — you get everything above without changing your setup.
When you're ready to explore the native Forge experience, ForgeBot offers deeper integration, visual builder, and the complete platform.