Frameworks

Google Vertex AI Agent Builder

FrameworkNEEDS APPROVAL

86

Trust score

Google Cloud platform for building and deploying AI agents with support for A2A protocol and agent-to-agent communication patterns.

AWS Bedrock Agents

FrameworkNEEDS APPROVAL

86

Trust score

Managed AWS runtime for orchestrating LLM agents, tool calls, memory, and guardrails inside Bedrock workloads.

Strands Agents (AWS)

FrameworkNEEDS APPROVAL

84

Trust score

AWS's open-source agent SDK. Production-tested at Amazon scale. Strong integration with AWS services.

AgentKit (Coinbase)

FrameworkFULL AUTO

83

Trust score

Coinbase's framework for onchain agents. Wallet operations, DeFi transactions, blockchain queries.

Microsoft Semantic Kernel Agent Framework

FrameworkFULL AUTO

83

Trust score

A multi-language orchestration platform supporting .NET, Python, and Java for building production-grade agent systems with skill-based planning and Azure AI integration.

CAMEL-AI

FrameworkFULL AUTO

82

Trust score

Open-source multi-agent framework from CAMEL-AI.org that supports role-playing between AI agents to solve tasks collaboratively. Provides pre-built society simulations, tool-use agents, and a modular architecture for building custom multi-agent systems. Research-oriented with academic paper backing and an active community.

ZenML

FrameworkHUMAN IN LOOP

82

Trust score

An MLOps framework for orchestrating LLM workflows and agent pipelines with production-grade features for deployment and monitoring.

Vercel AI SDK

FrameworkFULL AUTO

82

Trust score

The de facto TypeScript SDK for building AI-powered web applications. Provides unified abstractions for streaming text, structured output, tool use, and multi-modal I/O across OpenAI, Anthropic, Google, and 20+ other providers. The onMessage/useChat hooks and streamText API are the standard interface for React + Next.js AI apps. Supports parallel tool calls, multi-step agentic loops, and image/file inputs. The provider abstraction means switching models doesn't require rewriting tool definitions.

Prefect + ControlFlow

FrameworkHUMAN IN LOOP

82

Trust score

A combination of Prefect workflow orchestration with ControlFlow extension for orchestrating LLM agents with production-grade features like scheduling, retries, and observability.

Google Agent Development Kit

FrameworkFULL AUTO

82

Trust score

An SDK for building agents with Vertex AI integration, A2A protocol support, and Gemini model access for enterprise deployment.

Anthropic Prompt Caching

FrameworkFULL AUTO

82

Trust score

A framework for building agents with Claude that supports prompt caching for efficient multi-turn conversations and agent memory.

Anthropic Model Context Protocol

FrameworkFULL AUTO

82

Trust score

An open protocol enabling agents to securely interact with external tools and data sources through standardized client-server communication.

UiPath Agentic Automation Platform

FrameworkFULL AUTO

81

Trust score

An enterprise platform combining AI agents, Maestro orchestration with BPMN-based workflow modeling, and process intelligence for coordinating agents, RPA bots, and human reviewers.

Zapier Agents

FrameworkFULL AUTO

81

Trust score

A visual, low-code platform for building agent workflows with integration to thousands of applications and APIs.

Cognee

FrameworkFULL AUTO

80

Trust score

Knowledge graph memory for agents. Stores and retrieves structured agent memories efficiently.

Letta

FrameworkFULL AUTO

80

Trust score

Letta (formerly MemGPT) provides stateful agents with long-term memory management for extended conversations and tasks. It enables persistent multi-turn interactions across sessions.

Anima

Framework

79

Trust score

Figma's official Dev Mode partner with 1.5M+ Figma installs. Bidirectional Storybook sync — changes in Figma propagate to Storybook and vice versa. IBM invested February 2026. Two modes: one-click generation for rapid prototyping, step-by-step for production code with component mapping. Web-only output (no mobile). The bridge for teams that want Figma → Storybook → production code with design system consistency throughout.

StackAI

FrameworkNEEDS APPROVAL

79

Trust score

An enterprise-focused platform for building AI agents with compliance and security features for regulated industries.

Azure AI Agent Service

FrameworkNEEDS APPROVAL

79

Trust score

A fully managed Azure service providing enterprise security, compliance, and Microsoft 365 integration for agent deployment.

AutoGen Framework

FrameworkFULL AUTO

79

Trust score

The underlying framework powering Microsoft AutoGen agents. Conversation patterns, tool integration.

Smolagents

FrameworkFULL AUTO

78

Trust score

Smolagents offers minimal code patterns for building agentic workflows with tool calling and state management. It emphasizes simplicity for rapid prototyping of multi-step agent tasks.

Weights & Biases Weave

FrameworkNEEDS APPROVAL

77

Trust score

LLM application tracing and evaluation toolkit integrated with experiment tracking workflows.

Payman AI

FrameworkNEEDS APPROVAL

76

Trust score

Agent payment infrastructure for authorizing, routing, and auditing automated transaction flows.

Spring AI

FrameworkFULL AUTO

76

Trust score

AI integration framework for Java/Spring. Enterprise Java ecosystem integration for LLM applications.