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AI Agents

14 tools

AI agent platforms let you build LLM-powered agents that execute multi-step tasks: support, content generation, data analysis, coding. Three types: low-code platforms (Dify, Coze), dev frameworks (LangChain, CrewAI, AutoGen) and vertical apps. Selection criteria: model support (GPT/Claude/domestic), self-hosting options, plugin ecosystem, and hidden token-based costs.

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MetaGPT

MetaGPT

AI Agents

Multi-agent framework simulating a software company

Open sourcePublic API / SDK
FreeView details

Public purchase / signup

FastGPT

FastGPT

AI Agents

Open-source knowledge-base QA platform

Open sourcePublic API / SDK
FreemiumView details

Public purchase / signup

Lindy

Lindy

AI Agents

AI assistant that automates tasks and workflows.

FreemiumView details

Public purchase / signup

Devin

Devin

AI Agents

AI software engineer that autonomously writes and fixes code.

Public API / SDK
PaidView details
Manus

Manus

AI Agents

AI agent that turns ideas into actions.

FreemiumView details

Public purchase / signup

Relevance AI

Relevance AI

AI Agents

Build and manage AI agents and workflows without code.

Public API / SDK
FreemiumView details

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AutoGPT

AutoGPT

AI Agents

Autonomous AI agent platform for building and deploying agents.

Open source
FreemiumView details

Public purchase / signup

Flowise

Flowise

AI Agents

Build LLM apps and AI agents with a drag-and-drop interface.

Open source
FreemiumView details

Public purchase / signup

Caddi

Caddi

AI Agents

Agent that builds agents by only showing your work only once Discussion | Link

FreemiumView details

Public purchase / signup

CrewAI

CrewAI

AI Agents

Multi-agent orchestration framework

Open sourcePublic API / SDK
FreemiumView details

Public purchase / signup

Dify

Dify

AI Agents

Open-source LLM app development platform

Open sourcePublic API / SDK
FreemiumView details

Public purchase / signup

Microsoft AutoGen

Microsoft AutoGen

AI Agents

Multi-agent framework from Microsoft Research

Open source
FreeView details

Public purchase / signup

LangChain

LangChain

AI Agents

The default framework for LLM apps

Open sourcePublic API / SDK
FreeView details

Public purchase / signup

Coze

Coze

AI Agents

ByteDance's no-code bot builder

FreeView details

Public purchase / signup

FAQ

Low-code platform or dev framework?

Business teams validating use cases: Dify/Coze (live in a day). Deep customization or embedding into your systems: LangChain/CrewAI. Many teams use both — prototype in low-code, productionize on a framework.

Can AI agents replace customer support?

They handle 60-80% of standard queries (returns, lookups), but complex complaints and emotional cases still need humans. Use a hybrid model: AI answers first, escalates when unsure.

What hidden costs do agent platforms have?

Token fees (thousands of dollars monthly at scale), vector DB storage, and ongoing prompt-engineering effort.