Evaluate the top open-source orchestration frameworks for building multi-agent AI workflows that need to integrate with our existing Salesforce CRM.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluate the top open-source orchestration frameworks for building multi-agent AI workflows that need to integrate with our existing Salesforce CRM.
4 real searches · 1 real-search pass
2026 open source multi agent orchestration frameworks LangGraph CrewAI AutoGen LlamaIndex Haystack Semantic Kernel Salesforce integration official documentationGoogle ↗
OBSERVEDComparison
LangGraph Salesforce integration official docs Salesforce MCP server CrewAI Salesforce tool integrationGoogle ↗
OBSERVEDComparison
CrewAI licensing open source framework documentation flows agents 2026Google ↗
OBSERVEDReason
Microsoft AutoGen repository maintenance successor Microsoft Agent Framework 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 open source multi agent orchestration frameworks LangGraph CrewAI AutoGen LlamaIndex Haystack Semantic Kernel Salesforce integration official documentation Google ↗
LangGraph Salesforce integration official docs Salesforce MCP server CrewAI Salesforce tool integration Google ↗
CrewAI licensing open source framework documentation flows agents 2026 Google ↗
Microsoft AutoGen repository maintenance successor Microsoft Agent Framework 2026 Google ↗
- GitHub · github.com
- Microsoft Agent Framework Overview · learn.microsoft.com
- autogen/README.md at main · microsoft/autogen · github.com
- LangGraph GitHub · github.com
- CrewAI GitHub · github.com
- CrewAI Open Source · crewai.com
- Microsoft Agent Framework GitHub · github.com
- Agent Workflows: Multi-Step Orchestration for end-to-end automation · llamaindex.ai
- Workflows · developers.llamaindex.ai
- LlamaIndex GitHub · github.com
- Haystack GitHub · github.com
- microsoft.github.io · microsoft.github.io
- Get Started | Hosted MCP Servers · developer.salesforce.com
- Salesforce Hosted MCP Servers Are Now Generally Available · developer.salesforce.com
- Connect AI Agents to Salesforce Securely with Hosted MCP Servers (General Availability) · help.salesforce.com
- Agentic Integration Patterns | Agentforce | Fundamentals · architect.salesforce.com
- Model Context Protocol · modelcontextprotocol.io
- Authorization Through External Client Apps or Connected Apps and OAuth 2.0 | Introduction to REST API | REST API Developer Guide · developer.salesforce.com
- External Client Apps · help.salesforce.com
- Integration Patterns | Data 360 and Integration | Fundamentals · architect.salesforce.com
- Data Integration with Salesforce | Integration Decision Guides | Decision Guides · architect.salesforce.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 open source multi agent orchestration frameworks LangGraph CrewAI AutoGen LlamaIndex Haystack Semantic Kernel Salesforce integration official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LangGraph Salesforce integration official docs Salesforce MCP server CrewAI Salesforce tool integration OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CrewAI licensing open source framework documentation flows agents 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Microsoft AutoGen repository maintenance successor Microsoft Agent Framework 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |