Swarms Cloud AI Agent
Deploy your autonomous agents to production grade environments with 99% Uptime Guarantee, Infinite Scalability, and self-healing.
Swarms Cloud is an open-source ai agent by The-Swarm-Corporation, written mainly in Python, with 58 GitHub stars and the MIT license. Its code was last updated Aug 12, 2026. The latest PyPI release is swarms-cloud 0.4.5, published Feb 4, 2025, with 19 downloads last week.
Swarms Cloud: Revolutionize Automation with Agentic APIs
Welcome to Swarms Cloud, the ultimate platform for deploying, managing, and monetizing intelligent agents. With Swarms Cloud, you can seamlessly create and publish agents that perform a wide range of automated tasks, allowing businesses and developers to integrate agentic intelligence into their workflows. This guide will help you get started with Swarms Cloud quickly and easily.
Table of Contents
- Overview
- Features
- Installation
- Getting Started
- Creating and Publishing Agents
- Managing Your Agents
- Monetizing Agents
- Contributing
- License
Overview
Swarms Cloud enables developers and businesses to publish, manage, and monetize agentic APIs on a global marketplace. The Swarms platform simplifies complex automation tasks, making agents easy to discover, integrate, and scale across industries.
By leveraging the Swarms CLI, you can publish agents in just a few commands, set custom pricing models, and generate revenue from your intelligent agents as they are integrated by businesses around the world.
Key Benefits:
- Seamless Publishing: Deploy agents to the marketplace using our CLI in a few simple steps.
- Monetization: Set custom pricing and licensing options for your agents, and create sustainable income streams.
- Global Marketplace: Allow businesses and developers to discover, test, and integrate your agents into their workflows.
- Streamlined Agent Management: Monitor and manage your agents using the Swarms Cloud Dashboard.
Features
- Agent Publishing: Deploy agents directly from your development environment using the Swarms CLI.
- Marketplace Integration: Showcase your agents in a global marketplace for businesses to integrate.
- Revenue Generation: Monetize your agent APIs through flexible pricing models.
- API Metrics & Monitoring: Track API usage and performance with real-time data.
- Subscription & Licensing Models: Offer various monetization strategies like pay-per-use or subscriptions.
- Easy Integration: Businesses can easily integrate agentic intelligence into their workflows with minimal setup.
Installation
To install the Swarms Cloud Python package, simply use the following command:
pip install -U swarms-cloud
Usage
import httpx
from swarms_cloud.main import AgentCreate, SwarmCloudAPI
from loguru import logger
import os
if __name__ == "__main__":
# Example: Using the client in a script
try:
client = SwarmCloudAPI(api_key=os.getenv("SWARMS_API_KEY"))
logger.info("Checking API health...")
print(client.health())
logger.info("Listing agents...")
agents = client.list_agents()
for agent in agents:
print(agent)
# Example: Creating a new agent
new_agent_data = AgentCreate(
name="ExampleAgent",
description="A sample agent for demonstration.",
code="def main(request, store):\n return 'Hello, world!'",
requirements="requests",
envs="",
autoscaling=False,
)
created_agent = client.create_agent(new_agent_data)
print(f"Created agent: {created_agent}")
# # Execute the agent
# execution = client.execute_agent(created_agent.id, {"input": "Hello, world!"})
# print(f"Execution: {execution}")
# # Run the agent
# agent_id = created_agent.id
# agent_run = client.run_agent(agent_id)
# print(f"Agent run: {agent_run}")
except httpx.HTTPError as http_err:
logger.error(f"HTTP error occurred: {http_err}")
except Exception as err:
logger.error(f"An unexpected error occurred: {err}")
Managing Your Agents
Once your agent is published, you can monitor its performance and usage via the Swarms Cloud Dashboard. Here are some of the key management features:
- API Usage Analytics: Track the number of API calls, users, and income generated.
- Pricing Adjustments: Update the pricing or subscription model for your agent at any time.
- Version Control: Manage different versions of your agent and roll out updates seamlessly.
- Licensing Options: Choose between subscription-based models, pay-per-use, or full-access licensing.
Contributing
We welcome contributions to Swarms Cloud! Whether you're fixing bugs, adding new features, or improving documentation, your input is valuable to the community.
To contribute:
- Fork the repository.
- Create a new branch (
git checkout -b feature/new-feature). - Commit your changes (
git commit -am 'Add new feature'). - Push to the branch (
git push origin feature/new-feature). - Create a pull request.
For more detailed information, please refer to our Contribution Guidelines.
License
Swarms Cloud is released under the MIT License.
For more information, visit our official Swarms Cloud Documentation.
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|---|---|---|---|---|
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