The AI Agent Landscape
104,000+ agents are scattered across 15+ directories using 9+ incompatible discovery protocols. No single registry covers everything. Here is the data.
Search Agents
Search across 25 profiled agents. Filter by name, capability, type, or organization.
Olas Mechs
infrastructureAutonomous AI services (mechs) on the Olas protocol. Execute complex tasks on-chain including prediction market operations and DeFi strategies.
Fetch.ai Agents
infrastructureAutonomous economic agents on the Fetch.ai network. Handle logistics, DeFi optimization, and multi-agent coordination.
Morpheus Smart Agents
generalDecentralized AI agents powered by the Morpheus network. Access LLMs, smart contracts, and Web3 tools through a unified agent framework.
AutoGPT
generalOne of the first autonomous AI agents. Chains GPT-4 calls to accomplish complex goals with minimal human input. Pioneers of the agent paradigm.
Devin
generalThe first AI software engineer. Autonomously writes, debugs, and deploys code. Handles full software development lifecycle tasks.
Luna (Virtuals Protocol)
socialAI agent with her own crypto wallet, posting autonomously on social media. One of the first AI agents to accumulate significant crypto holdings.
Showing 6 of 25 agents. Browse full directory
A2A Agent Cards
23 discoveredAgents discovered via Google's Agent-to-Agent (A2A) protocol. Each agent publishes a JSON manifest at /.well-known/agent.json for discovery.
Pinterest Content Agent
A2Aby Pinterest
A2A-compatible agent for Pinterest content creation and management. Supports pin creation, board management, and content recommendations via the A2A protocol.
Google Cloud Agent
A2Aby Google
Google Cloud A2A agent supporting task delegation across Vertex AI, Cloud Functions, and BigQuery. Implements the full A2A protocol spec for enterprise agent-to-agent communication.
Google Agentspace
A2Aby Google
Enterprise agent hub by Google. Connects to internal knowledge bases, workflows, and third-party tools via A2A Agent Cards for seamless agent discovery.
Dialogflow CX Agent
A2Aby Google
Google Dialogflow CX conversational agent with A2A protocol support. Handles complex multi-turn conversations with state management and webhook integrations.
Firebase Genkit Agent
A2Aby Google
Firebase Genkit AI agent framework with A2A discovery. Build, deploy, and monitor AI-powered agents with built-in observability and evaluation.
Salesforce Agentforce
A2Aby Salesforce
Salesforce Agentforce platform for building autonomous CRM agents. Supports A2A protocol for cross-platform agent collaboration in sales, service, and marketing workflows.
ServiceNow Now Assist Agent
A2Aby ServiceNow
ServiceNow Now Assist AI agent for IT service management. Uses A2A for inter-agent task routing across incident, change, and problem management workflows.
SAP Joule Agent
A2Aby SAP
SAP Joule AI copilot with A2A integration for enterprise resource planning. Handles procurement, HR, and finance workflows across SAP S/4HANA and SuccessFactors.
Google IDX Agent
A2Aby Google
Google Project IDX cloud development agent. AI-powered development environment with A2A support for code generation, debugging, and deployment across Google Cloud.
Google Gemini Agent
A2Aby Google
Google Gemini multimodal AI agent with native A2A support. Handles text, image, audio, and video tasks with advanced reasoning capabilities.
Atlassian Rovo Agent
A2Aby Atlassian
Atlassian Rovo AI agent for team collaboration and project management. Uses A2A for cross-tool coordination across Jira, Confluence, and Bitbucket.
Box AI Agent
A2Aby Box
Box AI agent for intelligent content management. Leverages A2A protocol for document processing, classification, and cross-platform content workflows.
Intuit Assist Agent
A2Aby Intuit
Intuit Assist AI agent for financial management. A2A-enabled for cross-platform tax, bookkeeping, and personal finance automation across QuickBooks and TurboTax.
MongoDB AI Agent
A2Aby MongoDB
MongoDB Atlas AI agent for database management and query optimization. Uses A2A for cross-service data pipeline orchestration.
Elastic AI Assistant
A2Aby Elastic
Elastic AI Assistant for observability and security. A2A-compatible for cross-tool incident correlation and automated response across the Elastic Stack.
LangChain Agent
A2Aby LangChain
LangChain framework agent with A2A protocol support. Build composable AI agents with chains, tools, and memory for complex multi-step tasks.
CrewAI Agent
A2Aby CrewAI
CrewAI multi-agent orchestration platform. Supports A2A protocol for role-based agent collaboration with hierarchical task delegation.
Cohere Command Agent
A2Aby Cohere
Cohere Command R+ agent for enterprise RAG and multi-step reasoning. A2A-compatible for cross-platform knowledge retrieval and document analysis.
Cisco Webex AI Agent
A2Aby Cisco
Cisco Webex AI Agent for enterprise communication and collaboration. A2A protocol support for cross-platform meeting management and workflow automation.
HubSpot AI Agent
A2Aby HubSpot
HubSpot AI agent for marketing, sales, and service automation. A2A-enabled for cross-CRM agent collaboration and lead management.
Zendesk AI Agent
A2Aby Zendesk
Zendesk AI agent for customer support automation. Uses A2A for cross-platform ticket routing, knowledge base search, and automated resolution.
Olas Autonomous Agent
A2Aby Olas
Olas (Autonolas) decentralized autonomous agent. A2A-compatible multi-agent system for on-chain operations, prediction markets, and DeFi strategies.
Fetch.ai Agent
A2Aby Fetch.ai
Fetch.ai decentralized AI agent for autonomous economic interactions. A2A protocol support for multi-agent coordination and negotiation.
Developer Tools
Free tools for working with agent discovery protocols.
Protocol Comparison
How agents declare capabilities and find each other. No two protocols are interoperable today.
| Protocol | Backer | Status | Mechanism | Adoption |
|---|---|---|---|---|
| MCP | Anthropic | Dominant | Client-server tool calls | 97M downloads/mo |
| A2A | Google + Linux Foundation | Growing | Agent Cards (JSON) | 150+ organizations |
| agents.txt | IETF Draft | Active | File at /.well-known/ | Early adopters |
| AWP | Community | Active | .well-known/agent.json | Early |
| ANS | OWASP | Draft | DNS-inspired + PKI | Pre-adoption |
Top Agent Registries
Where agents are listed today. Visit directly to browse or submit.
Agent Directory
25 agents profiled with capabilities, chains, and deployment details.
Olas Mechs
Autonomous AI services (mechs) on the Olas protocol. Execute complex tasks on-chain including prediction market operations and DeFi strategies.
Ethereum / Gnosis
Fetch.ai Agents
Autonomous economic agents on the Fetch.ai network. Handle logistics, DeFi optimization, and multi-agent coordination.
Fetch.ai / Cosmos
Morpheus Smart Agents
Decentralized AI agents powered by the Morpheus network. Access LLMs, smart contracts, and Web3 tools through a unified agent framework.
Ethereum / Arbitrum
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API Reference
Access the agent registry programmatically. Also available as an MCP server.
/api/agents?type=tradingList all agents. Filter by type.
/api/agentsRegister an agent. Required: name, type, wallet_address.
/api/validateValidate an agents.txt file. Send url or content.
/api/agents/a2a?q=google&provider=&streaming=trueA2A agent directory. Search agents discovered via /.well-known/agent.json.
/api/agents/a2aSubmit a domain to crawl for an A2A Agent Card. Send domain.
/api/mcpMCP Streamable HTTP endpoint. Connect from any MCP client.