# Swarms API Documentation ## Docs - [Execute Advanced Research Session](https://docs.swarms.ai/api-reference/advanced-research/execute-advanced-research-session.md): Execute comprehensive research sessions with multi-source data collection, analysis, and synthesis capabilities. - [Execute Batch of Research Sessions](https://docs.swarms.ai/api-reference/advanced-research/execute-batch-of-research-sessions.md): Execute multiple advanced research sessions concurrently with independent configurations for high-throughput research workflows. - [Execute Agent Completion](https://docs.swarms.ai/api-reference/agents/execute-agent-completion.md): Execute a single agent completion with the specified task. Supports both standard and streaming responses. - [Execute Batch Agent Completions](https://docs.swarms.ai/api-reference/agents/execute-batch-agent-completions.md): Execute multiple agent completions concurrently using optimized thread pool execution. This is a premium-only feature. - [List Agent Configurations](https://docs.swarms.ai/api-reference/agents/list-agent-configurations.md): Retrieve all unique agent configurations that the user has created or used, without task-specific details. Enables reuse of agent configurations across different tasks. - [Auto-Generate Agent Swarm](https://docs.swarms.ai/api-reference/auto-swarm-builder/auto-generate-agent-swarm.md): Generate and orchestrate agent swarms autonomously using AI-powered swarm composition and task decomposition. - [Get Auto Swarm Builder Execution Types](https://docs.swarms.ai/api-reference/auto-swarm-builder/get-auto-swarm-builder-execution-types.md): Retrieve all available execution types and return formats for the Auto Swarm Builder endpoint. - [Execute Batched Grid Workflow](https://docs.swarms.ai/api-reference/batched-grid-workflow/execute-batched-grid-workflow.md): Execute a batched grid workflow enabling parallel execution of multiple agents across multiple tasks in a single request. This is a premium-only feature. - [Credit Balance](https://docs.swarms.ai/api-reference/credit-balance.md): Retrieves the current API credit balance for the authenticated user. - [API Root](https://docs.swarms.ai/api-reference/general/api-root.md): Root endpoint providing API welcome message and links to documentation and API key management. - [Health Check](https://docs.swarms.ai/api-reference/general/health-check.md): Health check endpoint to verify API service availability and operational status. - [Execute Graph Workflow](https://docs.swarms.ai/api-reference/graph-workflow/execute-graph-workflow.md): Execute a graph workflow with directed agent nodes and edges. Enables complex multi-agent collaboration with parallel execution, automatic compilation, and comprehensive workflow orchestration. - [Get API Request Logs](https://docs.swarms.ai/api-reference/logging/get-api-request-logs.md): Retrieve all API request logs for all API keys associated with the authenticated user, excluding logs containing client IP information. - [Get Marketplace Agents](https://docs.swarms.ai/api-reference/marketplace/get-marketplace-agents.md): Retrieve free agents from the marketplace. - [Get Available AI Models](https://docs.swarms.ai/api-reference/models/get-available-ai-models.md): Retrieve comprehensive information about all AI models available for use in agent and swarm configurations. - [Get Comprehensive Pricing Details](https://docs.swarms.ai/api-reference/pricing/get-comprehensive-pricing-details.md): Retrieves comprehensive pricing details for all API features including usage costs, service costs, and special pricing features. - [Get Rate Limits and Usage](https://docs.swarms.ai/api-reference/rate-limiting/get-rate-limits-and-usage.md): Retrieve current rate limit status and usage statistics for the authenticated user across multiple time windows. - [Execute Reasoning Agent Completion](https://docs.swarms.ai/api-reference/reasoning-agents/execute-reasoning-agent-completion.md): Execute a reasoning agent with advanced cognitive capabilities for complex problem-solving tasks. This is a premium-only feature. - [Get Reasoning Agent Types](https://docs.swarms.ai/api-reference/reasoning-agents/get-reasoning-agent-types.md): Retrieve all available reasoning agent types and their capabilities. - [Execute Batch Swarm Completions](https://docs.swarms.ai/api-reference/swarms/execute-batch-swarm-completions.md): Execute multiple swarm completions concurrently using optimized thread pool execution. This is a premium-only feature. - [Execute Swarm Completion](https://docs.swarms.ai/api-reference/swarms/execute-swarm-completion.md): Execute a swarm completion with the specified task. Supports both standard and streaming responses. - [Get Available Swarm Types](https://docs.swarms.ai/api-reference/swarms/get-available-swarm-types.md): Retrieve all available swarm types supported by the Swarms API. - [Return Supported Swarm Types](https://docs.swarms.ai/api-reference/swarms/return-supported-swarm-types.md): Return the supported swarm types. - [Get Available API Tools](https://docs.swarms.ai/api-reference/tool-management/get-available-api-tools.md): Retrieve comprehensive information about all available tools and capabilities supported by the Swarms API. - [ATP Client](https://docs.swarms.ai/docs/atp/client.md): Complete reference for the ATP Client, a user-facing client library for making requests to ATP-protected endpoints and interacting with the settlement service - [Env](https://docs.swarms.ai/docs/atp/env.md) - [ATP Settlement Service (Facilitator)](https://docs.swarms.ai/docs/atp/facilitator.md): Complete API reference for the ATP Facilitator, the centralized settlement service that handles usage parsing, payment calculation, and Solana payment execution - [Installation](https://docs.swarms.ai/docs/atp/installation.md): Install the ATP Protocol library using pip or uv to enable automatic payment processing for AI agent services on Solana - [ATP Settlement Middleware](https://docs.swarms.ai/docs/atp/middleware.md): Complete reference for the ATP Settlement Middleware, a FastAPI middleware that automatically deducts payment from Solana wallets based on token usage - [ATP Overview](https://docs.swarms.ai/docs/atp/overview.md): Learn about the Agent Trade Protocol (ATP), a payment settlement system that enables automatic payment processing for AI agent services on the Solana blockchain - [ATP Vision](https://docs.swarms.ai/docs/atp/vision.md): The vision and purpose behind the Agent Trade Protocol - making ATP the standard for agentic trade - [Agent Completions Reference](https://docs.swarms.ai/docs/documentation/capabilities/agent.md): Learn how to build individual agents and their capabilties with swarms - [Fetch Previously Created Agents](https://docs.swarms.ai/docs/documentation/capabilities/agents_list.md): Retrieve all agents you have created via the API - [Marketplace Agents](https://docs.swarms.ai/docs/documentation/capabilities/marketplace_agents.md): Fetch public agents from the Swarms Marketplace - [MCP Integration](https://docs.swarms.ai/docs/documentation/capabilities/mcp_integration.md): Integrate MCP Into your Agents - [Sub-Agent Delegation](https://docs.swarms.ai/docs/documentation/capabilities/sub_agents.md): Enable agents to dynamically create and delegate tasks to specialized sub-agents at runtime - [Structured Outputs](https://docs.swarms.ai/docs/documentation/capabilities/swarms_api_tools.md): Get schema-enforced JSON output from your agents using response_format, and integrate tools for function calling - [Streaming](https://docs.swarms.ai/docs/documentation/capabilities/tools.md): Real-time streaming responses for immediate agent feedback and better user experience - [Changelog](https://docs.swarms.ai/docs/documentation/changelog.md): Product updates and announcements - [Python Client](https://docs.swarms.ai/docs/documentation/clients/python-client.md): Official Python client library for the Swarms API with comprehensive features and examples - [Swarms API MCP Server](https://docs.swarms.ai/docs/documentation/clients/swarms-api-mcp.md): Connect MCP-compatible agents and applications to Swarms AI through the Model Context Protocol. Execute agents, orchestrate swarms, run reasoning workflows, and process batches—all via a standardized MCP interface. - [Docs MCP and LLMs txt](https://docs.swarms.ai/docs/documentation/clients/swarms-docs-mcp.md): Give any coding agent Claude Code, Cursor, Codex, Windsurf, and more instant access to the Swarms API documentation via MCP or llms.txt. - [FAQ](https://docs.swarms.ai/docs/documentation/faq.md): Get answers to the most common questions about the Swarms API platform, pricing, capabilities, and implementation. - [API Key Setup](https://docs.swarms.ai/docs/documentation/getting-started/api-key-setup.md): This guide provides step-by-step instructions for obtaining and configuring your Swarms API key to access the Swarms platform services. - [API Architecture](https://docs.swarms.ai/docs/documentation/getting-started/architecture.md): The Swarms API provides a comprehensive multi-tier architecture for building collaborative agentic systems. - [Quickstart](https://docs.swarms.ai/docs/documentation/getting-started/atp-quickstart.md): Get up and running with the Agent Trade Protocol (ATP) in a few minutes using FastAPI and the ATP middleware. - [Quickstart](https://docs.swarms.ai/docs/documentation/getting-started/quickstart.md): The Swarms API enables you to create and orchestrate AI agents for both single-agent tasks and multi-agent workflows. - [Setup & Configuration](https://docs.swarms.ai/docs/documentation/getting-started/setup.md): Complete setup guide for the Swarms API. Learn how to configure authentication, set up your development environment, and start building with our multi-agent swarm platform. - [Welcome 👋](https://docs.swarms.ai/docs/documentation/index.md) - [Advanced Research](https://docs.swarms.ai/docs/documentation/multi-agent/advanced_research.md): This page details showcases the documentation for the advanced research system. - [Agent rearrange](https://docs.swarms.ai/docs/documentation/multi-agent/agent_rearrange.md): Dynamic swarm architecture that can reorganize agent roles and responsibilities based on task requirements and performance - [Available architectures](https://docs.swarms.ai/docs/documentation/multi-agent/available-architectures.md): Comprehensive reference of all available multi-agent swarm architectures in the Swarms API - [Batched grid workflow](https://docs.swarms.ai/docs/documentation/multi-agent/batched_grid_workflow.md): Execute multiple tasks across multiple agents in a grid pattern, with each agent processing all tasks in parallel batches - [Best practices](https://docs.swarms.ai/docs/documentation/multi-agent/best_practices.md): Production-grade best practices for using the Swarms API effectively. Learn how to choose the right swarm architecture, optimize costs, and implement robust error handling. - [Concurrent workflow](https://docs.swarms.ai/docs/documentation/multi-agent/concurrent_workflow.md): Parallel execution swarm that runs independent tasks simultaneously for faster processing and improved efficiency - [Debate with judge](https://docs.swarms.ai/docs/documentation/multi-agent/debate_with_judge.md): Structured debate architecture where a Pro agent and Con agent present opposing arguments, evaluated and synthesized by an impartial Judge agent through progressive refinement loops - [Graph workflow](https://docs.swarms.ai/docs/documentation/multi-agent/graph_workflow.md): The Graph Workflow API enables you to create and execute complex multi-agent workflows using a directed graph structure. Agents serve as nodes in the graph, and edges define the flow of data and execution between agents. This allows for sophisticated parallel processing, sequential pipelines, and co… - [Group chat](https://docs.swarms.ai/docs/documentation/multi-agent/group_chat.md): Collaborative discussion swarm where multiple agents engage in group conversation, building on each other's ideas for brainstorming and cross-functional planning - [Heavy swarm](https://docs.swarms.ai/docs/documentation/multi-agent/heavy_swarm.md): High-capacity multi-agent swarm that decomposes complex tasks into specialized questions and executes them using five specialized agents for comprehensive analysis - [Hierarchical swarm](https://docs.swarms.ai/docs/documentation/multi-agent/hierarchical_swarm.md): Multi-level swarm architecture with supervisor agents coordinating specialized worker agents in a hierarchical structure - [Majority voting](https://docs.swarms.ai/docs/documentation/multi-agent/majority_voting.md): Democratic decision-making swarm where multiple agents vote on solutions, with the majority determining the final outcome - [Mixture of agents](https://docs.swarms.ai/docs/documentation/multi-agent/mixture_of_agents.md): Collaborative swarm where multiple agents work together on the same task, combining their expertise for comprehensive solutions - [Multi agent router](https://docs.swarms.ai/docs/documentation/multi-agent/multi_agent_router.md): Intelligent task dispatcher that distributes work based on agent capabilities and workload optimization - [Overview](https://docs.swarms.ai/docs/documentation/multi-agent/overview.md): Comprehensive guide to multi-agent systems, swarm types, best practices, and the Swarm Completions API endpoint - [Round robin](https://docs.swarms.ai/docs/documentation/multi-agent/round_robin.md): Randomized round-robin task distribution where agents take turns collaborating with full conversation context - [Sequential workflow](https://docs.swarms.ai/docs/documentation/multi-agent/sequential_workflow.md): Execute tasks in a strict, predefined order for step-by-step processing with dependencies between steps - [Swarm types](https://docs.swarms.ai/docs/documentation/multi-agent/swarm_types.md): Overview of all available multi-agent architectures in the Swarms API, each designed for specific use cases and workflows - [Official Client Libraries](https://docs.swarms.ai/docs/documentation/resources/client-libraries.md): Discover official SDKs and client libraries for the Swarms API in multiple programming languages. - [Community](https://docs.swarms.ai/docs/documentation/resources/community.md): Connect with the Swarms community of agent engineers and researchers - [Contributors](https://docs.swarms.ai/docs/documentation/resources/contributors.md): Help us maintain and improve the Swarms API documentation, examples, and client libraries - [Global Availability](https://docs.swarms.ai/docs/documentation/resources/global-availability.md): Swarms platform is now globally available across four regions for reduced latency and improved reliability. - [Premium Endpoints](https://docs.swarms.ai/docs/documentation/resources/premium-endpoints.md): Endpoints available exclusively to Pro and Ultra plan members - [Pricing](https://docs.swarms.ai/docs/documentation/resources/pricing.md): This page details the pricing structure and how credits are deducted for various API operations. - [Priority Processing](https://docs.swarms.ai/docs/documentation/resources/priority-processing.md): Learn how the Swarms API handles request priority for premium subscribers during high demand periods - [Rate Limits](https://docs.swarms.ai/docs/documentation/resources/ratelimits.md): The Swarms API implements a comprehensive rate limiting system that tracks API requests across multiple time windows and enforces various limits to ensure fair usage and system stability. - [Referral Program](https://docs.swarms.ai/docs/documentation/resources/referral.md): Refer friends and you’ll both earn $20 in complimentary Swarms credits - [Overview](https://docs.swarms.ai/docs/documentation/resources/resources-overview.md): A comprehensive guide to all Swarms API resources, documentation, and support materials. - [Response Compression](https://docs.swarms.ai/docs/documentation/resources/response-compression.md): The Swarms API automatically compresses HTTP responses using advanced algorithms (LZAV, LZ4, GZip) to reduce payload size and improve response times. - [Security](https://docs.swarms.ai/docs/documentation/resources/security.md): Swarms API security certifications and compliance standards. We take security very seriously. - [Technical Support](https://docs.swarms.ai/docs/documentation/resources/technical-support.md): Get comprehensive technical support for Swarms API - [Single Agent Completion (REST)](https://docs.swarms.ai/docs/examples/api_examples/agent_completion_single_agent.md): Python example using the Agent Completions endpoint to run a single research agent with the new AgentCompletion format. - [Fully Autonomous Agent Loop](https://docs.swarms.ai/docs/examples/api_examples/autonomous_agent_tutorial.md): Tutorial for building fully autonomous agents that plan, execute, and summarize multi-step tasks using max_loops="auto". - [Client Example](https://docs.swarms.ai/docs/examples/api_examples/client_example.md): Python code example for setting up the Swarms API client and performing basic operations. - [Legal Team Example](https://docs.swarms.ai/docs/examples/api_examples/legal_team.md): Python code example for creating a multi-agent legal document review swarm using the Swarms API. - [Rate Limits Example](https://docs.swarms.ai/docs/examples/api_examples/rate_limits.md): Python code example for checking API rate limits and health status using the Swarms API. - [Get Credit Balance](https://docs.swarms.ai/docs/examples/examples/account-credits.md): Retrieve your current API credit balance including regular, free, and referral credits - [Advanced Research & Workflows](https://docs.swarms.ai/docs/examples/examples/advanced-research.md): Multi-agent research system, graph workflows, batched grid workflows, auto-swarm-builder, and reasoning agents - [Agent Handoffs Example](https://docs.swarms.ai/docs/examples/examples/agent-handoffs.md): Build agents that delegate tasks to specialized handoff agents for focused expertise - [Single Agent Overview](https://docs.swarms.ai/docs/examples/examples/agent-overview.md): Learn how to create and run single AI agents for specific tasks using the Swarms API. - [Auto Swarm Builder Execution Types](https://docs.swarms.ai/docs/examples/examples/auto-swarm-builder-execution-types.md): Discover available execution types and return formats for the Auto Swarm Builder endpoint - [Available Tools](https://docs.swarms.ai/docs/examples/examples/available-tools.md): Discover and explore all available tools supported by the Swarms API - [Batch Agent Completions (Single Agent)](https://docs.swarms.ai/docs/examples/examples/batch-processing.md): Process multiple single-agent tasks efficiently in parallel using the /v1/agent/batch/completions endpoint. - [Batch Swarm Completions (Multi-Agent)](https://docs.swarms.ai/docs/examples/examples/batch-swarm-completions.md): Execute multiple multi-agent swarm workflows in parallel using the /v1/swarm/batch/completions endpoint. - [Client Setup & Basic Usage](https://docs.swarms.ai/docs/examples/examples/client-setup.md): Learn how to set up the Swarms API client and perform basic operations like checking health, models, and rate limits. - [Concurrent Workflow Example](https://docs.swarms.ai/docs/examples/examples/concurrent-workflow.md): Build a competitive intelligence dashboard with ConcurrentWorkflow - [Council as Judge Example](https://docs.swarms.ai/docs/examples/examples/council-as-judge.md): Build a multi-dimensional AI response evaluation system with CouncilAsAJudge - [Debate With Judge Example](https://docs.swarms.ai/docs/examples/examples/debate-with-judge.md): Build a structured debate with progressive refinement using DebateWithJudge - [Graph Workflow Example](https://docs.swarms.ai/docs/examples/examples/graph-workflow.md): Build a content creation pipeline with Graph Workflow - [Group Chat Example](https://docs.swarms.ai/docs/examples/examples/group-chat.md): Build a product strategy brainstorm with GroupChat - [Heavy Swarm Example](https://docs.swarms.ai/docs/examples/examples/heavy-swarm.md): Run deep multi-perspective research and analysis with HeavySwarm - [Hierarchical Workflow Example](https://docs.swarms.ai/docs/examples/examples/hierarchical-workflow.md): Build a software development team with HierarchicalSwarm - [Hospital Medical Team Swarm](https://docs.swarms.ai/docs/examples/examples/hospital-team.md): Learn how to create a hierarchical swarm that simulates a real medical team with a doctor leader coordinating nurses and assistants. - [ICD-10 Medical Analysis Swarm](https://docs.swarms.ai/docs/examples/examples/icd-analysis.md): Learn how to create a concurrent workflow swarm that analyzes medical conditions using multiple specialized agents working in parallel. - [Image Processing with a Marketplace Prompt](https://docs.swarms.ai/docs/examples/examples/image-with-marketplace-prompt.md): 3-step tutorial: create a Swarms agent that processes images using a prebuilt prompt from the marketplace - [Legal Document Review Swarm](https://docs.swarms.ai/docs/examples/examples/legal-team.md): Learn how to create a sequential workflow swarm that analyzes legal documents with multiple specialized legal experts working in sequence. - [List Your Agents](https://docs.swarms.ai/docs/examples/examples/list-agents.md): 3-step quick start to list agents you created - [LLM Council Example](https://docs.swarms.ai/docs/examples/examples/llm-council.md): Build a multi-model council with peer review and synthesis using LLMCouncil - [Majority Voting Example](https://docs.swarms.ai/docs/examples/examples/majority-voting.md): Build a multi-agent code review board with MajorityVoting - [Marketplace Agents](https://docs.swarms.ai/docs/examples/examples/marketplace-agents.md): 3-step quick start to list public marketplace agents - [MCP Integration](https://docs.swarms.ai/docs/examples/examples/mcp-integration.md): Integrate Model Context Protocol servers for external data access and tools - [Mixture of Agents Example](https://docs.swarms.ai/docs/examples/examples/mixture-of-agents.md): Build an investment due diligence system with MixtureOfAgents - [Available Models](https://docs.swarms.ai/docs/examples/examples/models-available.md): Discover and explore all available AI models supported by the Swarms API - [Multi-Agent Router Example](https://docs.swarms.ai/docs/examples/examples/multi-agent-router.md): Build an IT helpdesk with intelligent ticket routing using MultiAgentRouter - [Estimate Costs from Pricing Details](https://docs.swarms.ai/docs/examples/examples/pricing-cost-estimator.md): Use comprehensive pricing details to estimate end-to-end workload costs - [Get Comprehensive Pricing Details](https://docs.swarms.ai/docs/examples/examples/pricing-details-basic.md): Fetch and inspect comprehensive pricing details for all Swarms API features - [Reasoning Agent Types](https://docs.swarms.ai/docs/examples/examples/reasoning-agent-types.md): Explore different reasoning agent architectures and their applications - [Round Robin Example](https://docs.swarms.ai/docs/examples/examples/round-robin.md): Build a collaborative research team with RoundRobin - [Search-Enabled Agents](https://docs.swarms.ai/docs/examples/examples/search-enabled.md): Agents with web search capabilities for real-time information retrieval - [Sequential Workflow Example](https://docs.swarms.ai/docs/examples/examples/sequential-workflow.md): Build a legal document review pipeline with SequentialWorkflow - [Streaming Responses](https://docs.swarms.ai/docs/examples/examples/streaming.md): Real-time streaming responses for immediate agent feedback - [Structured Outputs Example](https://docs.swarms.ai/docs/examples/examples/structured-outputs.md): Extract structured JSON data from unstructured text using schema-enforced outputs - [Sub-Agent Delegation Example](https://docs.swarms.ai/docs/examples/examples/sub-agent-delegation.md): Build a market analysis system where a coordinator agent dynamically creates and delegates to specialized sub-agents - [Swarm Logs & API History](https://docs.swarms.ai/docs/examples/examples/swarm-logs.md): Access and analyze your API request logs and swarm execution history - [Available Swarm Types](https://docs.swarms.ai/docs/examples/examples/swarm-types.md): Discover all available swarm architectures and choose the right one for your use case - [Vision Capabilities](https://docs.swarms.ai/docs/examples/examples/vision-capabilities.md): Enable agents to process and analyze images for visual understanding - [Agentic GDP: Measuring the New Economy of Autonomous Intelligence](https://docs.swarms.ai/docs/guides/guides/agdp.md): Measuring the machine economy and value created by autonomous agents. - [Building Agents with Exa Web Search](https://docs.swarms.ai/docs/guides/guides/exa-web-search.md): Create intelligent agents with real-time web search capabilities using Exa integration - [Introduction to The Swarms API Python Client](https://docs.swarms.ai/docs/guides/guides/first.md): Learn how to set up the Swarms API client and perform basic operations like checking health, models, and rate limits. - [Swarms MCP Client Proxy — Quickstart (x402)](https://docs.swarms.ai/docs/guides/guides/x402_agents.md): Use x402 to access paid endpoints on Swarms MCP Client Proxy with Python and TypeScript. - [Design Philosophy](https://docs.swarms.ai/docs/introduction/design-philosophy.md): The principles and values that guide how we build the Swarms API platform and shape the agent economy. - [Join Our Team](https://docs.swarms.ai/docs/introduction/hiring.md): Help us build the agent economy. We are hiring talented individuals who are passionate about AI, agents, and creating the future of work. - [Links and Resources](https://docs.swarms.ai/docs/introduction/links-and-resources.md): All social media links, website links, and resources for The Swarm Corporation - [Our Mission](https://docs.swarms.ai/docs/introduction/our-mission.md): Building the infrastructure for the agent economy enabling autonomous AI agents to transform how we work, create, and solve problems - [Our Products](https://docs.swarms.ai/docs/introduction/our-products.md): Explore Swarms API, ATP Protocol, and Swarms Marketplace - the infrastructure powering the agent economy - [Introduction](https://docs.swarms.ai/docs/introduction/overview.md): Welcome to The Swarm Corporation - Building the infrastructure for the agent economy - [Account Management](https://docs.swarms.ai/docs/marketplace/account_management.md): Manage account settings, profile data, billing, subscriptions, and wallet details on Swarms. - [Agents API](https://docs.swarms.ai/docs/marketplace/agents-api.md): Easily create, update, and fetch agents in the Swarms marketplace in just 3 steps - [Agents vs Prompts](https://docs.swarms.ai/docs/marketplace/agents-vs-prompts.md): Understanding the differences between Agents and Prompts in the Swarms Marketplace - [Overview](https://docs.swarms.ai/docs/marketplace/api-overview.md): Quick reference for all Swarms Marketplace APIs - endpoints, methods, and authentication requirements - [API Keys](https://docs.swarms.ai/docs/marketplace/apikeys.md): Create, manage, and secure API keys for programmatic access to your Swarms account. - [Apps Page](https://docs.swarms.ai/docs/marketplace/apps_page.md): Customize sidebar apps, templates, and favorites from the Swarms Apps page. - [Claim Fees API](https://docs.swarms.ai/docs/marketplace/claim-fees-api.md): Claim accumulated fees for a token on Solana - [Creator Fees](https://docs.swarms.ai/docs/marketplace/creator-fees.md): Learn how creators earn fees from marketplace transactions - [Marketplace Examples](https://docs.swarms.ai/docs/marketplace/examples.md): Complete examples for working with the Swarms marketplace API - [Swarms Foundry Program](https://docs.swarms.ai/docs/marketplace/foundry.md): Transform AI agent concepts into commercially viable, enterprise-scale businesses with infrastructure, funding, and integrated monetization - [Introduction](https://docs.swarms.ai/docs/marketplace/index.md): Welcome to the Swarms Platform for sharing, discovering, and hosting agents and agent swarms. - [Launch Checklist](https://docs.swarms.ai/docs/marketplace/launch-checklist.md): Enterprise guide to successfully launching your agent on the Swarms Marketplace - [Marketplace Examples Overview](https://docs.swarms.ai/docs/marketplace/marketplace_examples_overview.md): Overview of practical marketplace integration patterns for loading prompts and publishing agents. - [Marketplace Prompt Loading](https://docs.swarms.ai/docs/marketplace/marketplace_prompt_loading.md): Load production-ready prompts from the Swarms Marketplace directly into your agents. - [Marketplace Publishing Quickstart](https://docs.swarms.ai/docs/marketplace/marketplace_publishing_quickstart.md): Publish agents to the Swarms Marketplace quickly with required metadata and API key setup. - [Monetization Guide](https://docs.swarms.ai/docs/marketplace/monetize.md): Learn eligibility, pricing, and payout workflows for monetizing marketplace agents, prompts, and tools. - [Overview](https://docs.swarms.ai/docs/marketplace/overview.md): The Swarms Marketplace - Building the world's largest marketplace of AI agents with effortless accessibility, discoverability, and integrated financial infrastructure - [Playground Page](https://docs.swarms.ai/docs/marketplace/playground_page.md): Use the Swarms Playground to test API requests and generate code in multiple languages. - [Prompts API](https://docs.swarms.ai/docs/marketplace/prompts-api.md): Learn how to create, update, and fetch prompts in the Swarms marketplace - [Revenue & Fees](https://docs.swarms.ai/docs/marketplace/revenue-fees.md): Understand Swarms' dynamic fee structure for marketplace transactions - [Share and Discover](https://docs.swarms.ai/docs/marketplace/share_and_discover.md): Discover community-built agents, prompts, and tools on the Swarms Marketplace. - [Token Launch API](https://docs.swarms.ai/docs/marketplace/token-launch-api.md): Create a minimal agent listing and launch an associated token on Solana in a single request - [Token Launch Batch API](https://docs.swarms.ai/docs/marketplace/token-launch-batch-api.md): Create multiple tokenized agents in a single request - [Monetization Models](https://docs.swarms.ai/docs/marketplace/tokenization.md): Publish and monetize your AI agents, prompts, and tools on the Swarms Marketplace - [Tokenization Details](https://docs.swarms.ai/docs/marketplace/tokenization_details.md): Learn about token creation costs and bonding curve progression for tokenized agents and prompts ## OpenAPI Specs - [openapi](https://docs.swarms.ai/api-reference/openapi.json) ## Optional - [Get Your API Key](https://swarms.world/platform/api-keys) - [Account Management](https://swarms.world/platform/account) - [Discord](https://discord.gg/EamjgSaEQf) - [Technical Support](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true) Built with [Mintlify](https://mintlify.com).