II.
Framework JSON
Structured · liveframework:crewai
CrewAI json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "framework:crewai",
"_kind": "Framework",
"_file": "domain/frameworks/agent-orchestration.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "CrewAI",
"homepageUrl": "https://www.crewai.com",
"belongsToLanguageId": "language:python",
"category": "agent-orchestration",
"description": "Multi-agent role-playing framework where you define agents with\nspecific roles, goals, and backstories, then compose them into crews\nthat collaborate on tasks. Supports sequential and hierarchical\nprocess flows, tool delegation between agents, and memory. Designed\nfor workflows where distinct personas (researcher, writer, reviewer)\nneed to collaborate toward a shared objective.\n"
},
"outgoingEdges": [
{
"from": "framework:crewai",
"to": "language:python",
"kind": "belongs_to_language"
},
{
"from": "framework:crewai",
"to": "skill-area:ai-agent-development",
"kind": "used_by_skill_area",
"attributes": {}
},
{
"from": "framework:crewai",
"to": "skill-area:multi-agent-coordination",
"kind": "used_by_skill_area",
"attributes": {}
},
{
"from": "framework:crewai",
"to": "framework:langchain",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent frameworks — CrewAI is role-based multi-agent; LangChain is general-purpose"
}
},
{
"from": "framework:crewai",
"to": "framework:autogen",
"kind": "alternative_to",
"attributes": {
"comparison": "Multi-agent frameworks — CrewAI uses roles; AutoGen uses conversations"
}
},
{
"from": "framework:crewai",
"to": "framework:pydantic-ai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent frameworks — CrewAI is multi-agent; PydanticAI is single-agent type-safe"
}
},
{
"from": "framework:crewai",
"to": "framework:langgraph",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:crewai",
"to": "framework:semantic-kernel",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:crewai",
"to": "framework:google-adk",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:crewai",
"to": "framework:mastra",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:crewai",
"to": "framework:vercel-ai-sdk",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
}
],
"incomingEdges": [
{
"from": "framework:langchain",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent frameworks — LangChain is general-purpose; CrewAI is role-based multi-agent"
}
},
{
"from": "framework:langgraph",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent frameworks — LangGraph is graph-based; CrewAI is role-based"
}
},
{
"from": "framework:autogen",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Multi-agent frameworks — AutoGen uses conversations; CrewAI uses roles"
}
},
{
"from": "framework:pydantic-ai",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent frameworks — PydanticAI is single-agent type-safe; CrewAI is multi-agent"
}
},
{
"from": "framework:semantic-kernel",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:mastra",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:google-adk",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "framework:vercel-ai-sdk",
"to": "framework:crewai",
"kind": "alternative_to",
"attributes": {
"comparison": "Agent orchestration frameworks"
}
},
{
"from": "specialization:ai-agents-conversational",
"to": "framework:crewai",
"kind": "uses_framework"
},
{
"from": "stack-profile:multi-agent-orchestration",
"to": "framework:crewai",
"kind": "composed_of"
},
{
"from": "tool-server:mcp-crewai-enterprise",
"to": "framework:crewai",
"kind": "integrates_with",
"attributes": {}
}
]
}