Vendor
Modular AWS agent platform combining guided Bedrock Agents with framework-agnostic AgentCore deployment.
AWS
Proprietary
SaaSSOC 2License medium
AI Agent Frameworks
Managed cloud agent platforms and open source agent frameworks.
For regulated enterprises, the main question is not whether an agent framework can call tools. It is whether the stack gives enough control around identity, approvals, observability, evaluation, and deployment boundaries before agents touch real systems.
Use this page to separate cloud-native control-plane options from open source frameworks that may need more platform work around security, governance, and runtime operations before they fit production programmes in finance, healthcare, or the public sector.
14 tools in current dataset
Showing 14 matching tools.
Cloud vendor tools
Cloud-native agent offerings are grouped near the top of the page, with the vendor comparison directly below the vendor tool cards in the same section.
Databricks Mosaic AI Agent Framework
Databricks
Databricks-native agent stack combining managed tools, MCP connectivity, retrieval, and MLflow-backed evaluation.
AWSAzureGCP
Proprietary
SaaSSOC 2License medium
Vendor
Open platform pairing the Agent Development Kit with managed agent services on Vertex AI.
GCP
Proprietary service + open source SDK
SaaSSelf-hostedSOC 2License medium
Microsoft Foundry Agent Service
Microsoft
Fully managed agent platform with deep Microsoft 365 integration and broad model access.
Azure
Proprietary
SaaSOn-premSOC 2License medium
| Attribute | Microsoft Foundry Agent Service | Amazon Bedrock Agents + AgentCore | Google Agent Builder + ADK |
|---|---|---|---|
| Description | Fully managed agent platform with deep M365 integration | Modular: Agents (guided) + AgentCore (framework-agnostic) | Open ADK + managed Agent Engine |
| SDK Languages | Python, C#, JS/TS, Java | Python (primary), all AWS SDKs | Python, Java, Go, TypeScript |
| Model Catalog | 11,000+ models | 100+ foundation models | 200+ via Model Garden |
| Pricing | Free platform; pay for tokens + tools | Pay-per-use (vCPU/sec, Gateway, Memory) | Pay-per-use (vCPU-hr, GiB-hr) |
| Free Credits | $200 Azure | $200 AWS | $300 GCP + Express Mode |
| Protocols | MCP, A2A, OpenAPI | MCP, A2A | MCP, A2A, OpenAPI |
| Differentiator | One-click M365/Teams deploy; 1,400+ connectors | Max framework agnosticism; microVM isolation | Open-source ADK (7M+ downloads); Search grounding |
| Best for | Microsoft-heavy enterprises | AWS-heavy enterprises wanting framework choice | Google-heavy or open-source-first teams |
Filtered open source and third-party tools
10 matching non-vendor tools in this filtered view.
Atomic Agents
BrainBlend AI
Minimalist agent framework emphasizing composability and predictable building blocks.
AWSAzureGCP
5,950MIT
Self-hostedLicense low
AutoGen
Microsoft
Multi-agent framework from Microsoft now in maintenance mode after Agent Framework consolidation.
AWSAzureGCP
58,534MIT
Self-hostedLicense low
Maintenance mode — Maintenance mode. Microsoft merged AutoGen with Semantic Kernel into the Microsoft Agent Framework.
BeeAI Framework
Linux Foundation
Open agent framework formerly known as Bee Agent Framework, now under Linux Foundation governance.
AWSAzureGCP
3,273Apache 2.0
Self-hostedLicense low
CrewAI
crewAI Inc.
Open source multi-agent framework focused on autonomous teams and task coordination.
AWSAzureGCP
52,457MIT
Self-hostedLicense low
LangGraph
LangChain
Stateful agent orchestration framework with graph-based execution and durable workflows.
AWSAzureGCP
33,361MIT
Self-hostedSaaSLicense low
LlamaIndex
LlamaIndex Inc.
Agent and retrieval framework with strong indexing, data connectors, and orchestration support.
AWSAzureGCP
49,766MIT
Self-hostedLicense low
Mastra
Mastra AI
Agent framework focused on composable workflows, tooling, and modern developer ergonomics.
AWSAzureGCP
24,543Apache 2.0 core + EE paths
Self-hostedLicense medium
Microsoft Agent Framework
Microsoft
Microsoft's new multi-language agent framework for building, orchestrating, and deploying agent workflows.
AWSAzureGCP
10,874MIT
Self-hostedLicense low
OpenAI Agents SDK
OpenAI
Production successor to Swarm for agentic OpenAI workflows with broader model support.
AWSAzureGCP
26,758MIT
Self-hostedLicense low
Semantic Kernel
Microsoft
Microsoft orchestration SDK evolving into the unified Microsoft Agent Framework direction.
AWSAzureGCP
28,010MIT
Self-hostedLicense low
Important notes
Warning
AutoGen: Maintenance mode. Microsoft merged AutoGen with Semantic Kernel into the Microsoft Agent Framework.
Warning
BeeAI Framework: Renamed from Bee Agent Framework; governance moved from IBM to Linux Foundation.
Warning
Mastra: Mastra uses a dual-license model: most of the repo is Apache 2.0, while code under ee/ directories uses the Mastra Enterprise License.
Warning
Microsoft Agent Framework: Microsoft positions Agent Framework as the migration target for Semantic Kernel and AutoGen users.
Warning
OpenAI Agents SDK: OpenAI Swarm was replaced by the Agents SDK.
Warning
Semantic Kernel: Evolving into the Microsoft Agent Framework.
Recent updates
2026-05-28
Microsoft Agent Framework
Microsoft Agent Framework
Microsoft Agent Framework 1.7.0 added harness agents, A2A session support, and new Foundry integration hooks, extending the framework's orchestration and inter-agent workflow surface.
Source2026-05-27
Amazon Bedrock Agents
Amazon Bedrock Agents
AWS introduced AgentCore payments in preview, adding managed agent micropayments for APIs, web content, MCP servers, and other agents via x402-backed transaction flows.
Source2026-05-15
Microsoft Agent Framework
Microsoft Agent Framework
Microsoft Agent Framework 1.4.0 introduced experimental skills API breaking changes, migrated its A2A layer to a2a-sdk v1.0, and tightened default DevUI access controls and CORS posture.
Source2026-05-12
LangGraph
LangGraph
LangGraph 1.2.0 promoted its alpha packages to official releases and added durable error-handler resume across host crashes, improving reliability for stateful production agent workflows.
Source2026-05-08
Microsoft Agent Framework
Microsoft Agent Framework
Microsoft Agent Framework Python 1.3.0 added class-based skill definitions plus experimental session-mode and todo-list harness context providers, expanding structured agent composition patterns.
SourceExplore adjacent hubs
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Platforms (Platforms)
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