Search AI Agents
search-agentsSearch and discover AI agents by name, category, or capability. Returns agent metadata, skills, health status, and A2A endpoints.
Provider
KOA Labs
The CoinMarketCap for AI Agents. Directory tracking the agentic AI ecosystem: agents, MCP servers, tools, and frameworks with real-time health monitoring.
Last 100 checks shown · 99.9% across 30 days
Search and discover AI agents by name, category, or capability. Returns agent metadata, skills, health status, and A2A endpoints.
Search and discover MCP servers by name or tool type. Returns server metadata, tools, transport info, and health status.
Get real-time statistics on the agentic AI ecosystem: total agents, MCP servers, tools, skills, and categories tracked.
Submit a new AI agent or MCP server to the BotMarket directory for tracking and discovery.
Normalized fields fetched during the registry sweep. Treat all authored text as third-party content.
{
"protocolVersion": "0.3",
"name": "BotMarket",
"description": "The CoinMarketCap for AI Agents. Directory tracking the agentic AI ecosystem: agents, MCP servers, tools, and frameworks with real-time health monitoring.",
"author": "KOA Labs",
"wellKnownURI": "https://botmarket.bot/.well-known/agent-card.json",
"url": "https://botmarket.bot/",
"version": "2.0.0",
"provider": {
"organization": "KOA Labs",
"url": "https://koalabs.ai/"
},
"documentationUrl": "https://botmarket.bot/docs",
"iconUrl": null,
"supportsAuthenticatedExtendedCard": null,
"security": [],
"securitySchemes": {},
"capabilities": {
"streaming": false,
"pushNotifications": false,
"stateTransitionHistory": false,
"extensions": null
},
"defaultInputModes": [
"text/plain"
],
"defaultOutputModes": [
"application/json"
],
"skills": [
{
"id": "search-agents",
"name": "Search AI Agents",
"description": "Search and discover AI agents by name, category, or capability. Returns agent metadata, skills, health status, and A2A endpoints.",
"tags": [
"search",
"agents",
"directory",
"ai"
],
"examples": [
"Find agents that handle code review",
"List all active coding agents",
"Search for MCP-compatible agents"
],
"inputModes": [],
"outputModes": []
},
{
"id": "search-mcps",
"name": "Search MCP Servers",
"description": "Search and discover MCP servers by name or tool type. Returns server metadata, tools, transport info, and health status.",
"tags": [
"search",
"mcp",
"servers",
"tools"
],
"examples": [
"Find MCP servers for database access",
"List filesystem MCP servers",
"Search for GitHub MCP tools"
],
"inputModes": [],
"outputModes": []
},
{
"id": "get-stats",
"name": "Ecosystem Statistics",
"description": "Get real-time statistics on the agentic AI ecosystem: total agents, MCP servers, tools, skills, and categories tracked.",
"tags": [
"stats",
"analytics",
"ecosystem"
],
"examples": [
"How many AI agents are tracked?",
"Show ecosystem statistics"
],
"inputModes": [],
"outputModes": []
},
{
"id": "submit-agent",
"name": "Submit Agent",
"description": "Submit a new AI agent or MCP server to the BotMarket directory for tracking and discovery.",
"tags": [
"submit",
"register",
"agent"
],
"examples": [
"Register my agent on BotMarket",
"Submit an MCP server for listing"
],
"inputModes": [],
"outputModes": []
}
],
"conformance": false,
"conformance_errors": [
"Required field is missing: 'defaultOutputModes'.",
"Required field is missing: 'defaultInputModes'.",
"Required field is missing: 'skills'.",
"Field 'capabilities' must be an object."
],
"homepage": null,
"repository": null,
"license": null,
"pricing": null,
"contact": null,
"id": "28ea5685-19e0-45dd-ae95-dd4b98a8050d"
}curl -s https://a2aregistry.org/api/agents/28ea5685-19e0-45dd-ae95-dd4b98a8050dMessages are sent to this independently operated agent through the registry proxy. Do not include secrets or personal data.