Best AI Agents Tools

Compare 16 top-rated ai agents tools. Find features, pricing, pros, cons, and alternatives.

🏆 Top Tools in This Category

Agent Zero

MCP
MCP Client
🔴Developer

Open-source, general-purpose AI agent framework that runs in a Docker sandbox and learns by writing its own tools.

AgentScope

MCP
MCP Client
🔴Developer

Open-source multi-agent platform from Alibaba's DAMO Academy for building LLM agents with visual workflows and runtime management.

Framework is free and open source (Apache 2.0 / MIT). Studio Cloud managed runtime is in beta with contact-sales pricing — verify before purchase.View Details →

Composio

MCP
MCP Server
🔴Developer

Tool-calling infrastructure for AI agents — 1,000+ pre-built integrations with managed OAuth, exposed natively as MCP servers.

Free $0, Hobby / Pro Usage-based, Enterprise CustomView Details →

CrewAI

MCP
MCP Server/Client
🔴Developer

Open-source Python framework for orchestrating role-playing, autonomous AI agents that collaborate as a 'crew' to complete complex tasks.

Basic Free, Enterprise CustomView Details →

Cua

MCP
MCP Server/Client
🔴Developer

Cloud desktops for AI agents — give Claude Code, Codex or any computer-use agent its own isolated macOS or Linux VM.

Free trial hours per month, Pro tier billed per VM-hour, Team tier contact sales. Hourly rate not confirmed via curl — verify on trycua.com before budgeting.View Details →

Dust

MCP
MCP Client

Dust review 2026: enterprise AI platform from Paris for building governed agents grounded in Slack, Drive, Notion — features, pricing, pros, cons.

Goose (by Block)

MCP
MCP Client
🔴Developer

Open-source, extensible AI agent from Block that runs on your machine and orchestrates LLMs, MCP tools, and developer workflows.

Hermes Agent

🔴Developer

Open-source self-improving AI agent framework by Nous Research with persistent memory, 40+ tools, and 135K+ GitHub stars.

Inngest

🔴Developer

Durable-execution platform for AI workflows and agents — write step-functions in TypeScript or Python, get retries, scheduling and observability for free.

Langflow

MCP
MCP Server/Client
🟡Low Code

Open-source visual editor (acquired by DataStax/IBM) for building, prototyping, and deploying agentic LLM workflows with hundreds of pre-built components.

Freemium / Open SourceView Details →

AI Agents tools

Agent Zero

MCP
MCP Client
🔴Developer

Open-source, general-purpose AI agent framework that runs in a Docker sandbox and learns by writing its own tools.

Key Features:

    Custom

    AgentScope

    MCP
    MCP Client
    🔴Developer

    Open-source multi-agent platform from Alibaba's DAMO Academy for building LLM agents with visual workflows and runtime management.

    Key Features:

      Framework is free and open source (Apache 2.0 / MIT). Studio Cloud managed runtime is in beta with contact-sales pricing — verify before purchase.

      Microsoft Foundry Agent Service

      MCP
      MCP Server

      Microsoft's full managed platform for building, deploying, and scaling enterprise AI agents with native integration into Microsoft 365, Azure services, and 1,400+ business systems through code-first SDK and visual portal experiences

      Key Features:

      • No-Code Agent Builder
      • Code-Based Deployment
      • Managed Long-Term Memory

      Custom

      Goose (by Block)

      MCP
      MCP Client
      🔴Developer

      Open-source, extensible AI agent from Block that runs on your machine and orchestrates LLMs, MCP tools, and developer workflows.

      Key Features:

        Custom

        Composio

        MCP
        MCP Server
        🔴Developer

        Tool-calling infrastructure for AI agents — 1,000+ pre-built integrations with managed OAuth, exposed natively as MCP servers.

        Key Features:

        • 1,000+ app connections for AI agents
        • OAuth-based access so agents do not need raw passwords
        • MCP Gateway and CLI positioning

        Free $0, Hobby / Pro Usage-based, Enterprise Custom

        CrewAI

        MCP
        MCP Server/Client
        🔴Developer

        Open-source Python framework for orchestrating role-playing, autonomous AI agents that collaborate as a 'crew' to complete complex tasks.

        Key Features:

        • Workflow Runtime
        • Tool and API Connectivity
        • State and Context Handling

        Basic Free, Enterprise Custom

        Cua

        MCP
        MCP Server/Client
        🔴Developer

        Cloud desktops for AI agents — give Claude Code, Codex or any computer-use agent its own isolated macOS or Linux VM.

        Key Features:

          Free trial hours per month, Pro tier billed per VM-hour, Team tier contact sales. Hourly rate not confirmed via curl — verify on trycua.com before budgeting.

          Dust

          MCP
          MCP Client

          Dust review 2026: enterprise AI platform from Paris for building governed agents grounded in Slack, Drive, Notion — features, pricing, pros, cons.

          Key Features:

          • Visual app builder for designing multi-step LLM workflows without code
          • Managed retrieval-augmented generation (RAG) with semantic search over connected data
          • Multi-model support across GPT-4, Claude, Mistral, and other LLMs

          Freemium

          Hermes Agent

          🔴Developer

          Open-source self-improving AI agent framework by Nous Research with persistent memory, 40+ tools, and 135K+ GitHub stars.

          Key Features:

            Custom

            Inngest

            🔴Developer

            Durable-execution platform for AI workflows and agents — write step-functions in TypeScript or Python, get retries, scheduling and observability for free.

            Key Features:

            • Step-based function execution with automatic retries
            • Event-driven workflow triggering and orchestration
            • Local development server with production parity

            Freemium

            Langflow

            MCP
            MCP Server/Client
            🟡Low Code

            Open-source visual editor (acquired by DataStax/IBM) for building, prototyping, and deploying agentic LLM workflows with hundreds of pre-built components.

            Key Features:

            • Low-code visual builder for agentic and RAG applications
            • Build and deploy AI agents and MCP servers
            • Supports major LLMs, vector databases, and AI tools

            Freemium / Open Source

            Letta

            MCP
            MCP Client
            🔴Developer

            Stateful AI agent platform from the MemGPT team, providing long-term memory, tools, and a managed runtime for production agents.

            Key Features:

            • Persistent agents instead of stateless chat sessions
            • Memory palace for viewing an agent’s memory
            • Background memory agents / dream agents that refine prompts, context, and skills over time

            Free: $0/month: limited agents, limited Letta Auto usage, bring your own API keys and external coding plans. | Pro: $20/month: Letta Auto weekly and monthly quota, pay-as-you-go overage, and up to 20 stateful agents. | Teams / Enterprise: Contact Letta for managed per-seat pricing for Letta Code and business deployment needs.

            Manus

            MCP
            MCP Client
            🟢No Code

            General-purpose autonomous AI agent that browses the web, runs code, and completes long-horizon tasks end-to-end.

            Key Features:

            • Autonomous Task Planning
            • Browser Operator
            • Wide Research

            Manus offers Free, Pro, and Team access. Published help-center pricing lists Free at $0/month with 300 daily refresh credits, Pro starting at $20/month with 4,000 monthly credits, a higher Pro option starting at $40/month with a 7-day free trial and 8,000 monthly credits, and Team starting at $20 per seat/month. Pro and Team plans reference a 17% discount with annual billing. Verify the live pricing page for current taxes, regional pricing, selected credit bundles, add-on credit costs, API terms, SSO terms, and cancellation rules before buying.

            Mastra

            MCP
            MCP Server/Client
            🔴Developer

            TypeScript-native framework for building AI agents, workflows, and RAG pipelines — from the team behind Gatsby.js.

            Key Features:

            • TypeScript-first agentic framework for agents, tools, memory, and instructions
            • Durable workflows and typed control flow
            • Observability with metrics, logs, and traces

            Open Source $0, Mastra Cloud Preview

            Smithery

            MCP
            MCP Server
            🟡Low Code

            Smithery is the registry and hosted runtime for Model Context Protocol servers — discover, install and run MCP servers for Claude, Cursor, Windsurf and more.

            Key Features:

            • Searchable registry of thousands of MCP servers with install counts and reviews
            • One-line install for Claude Desktop, Cursor, Windsurf, Cline, OpenClaw and VS Code
            • Hosted streamable HTTP runtime for remote MCP servers

            Free for browsing and basic runtime; Pro/Team usage-based with private servers

            Toolhouse

            MCP
            MCP Server/Client
            🟡Low Code

            Cloud platform for building, deploying, and scheduling persistent AI workers from chat — backed by hundreds of pre-built tools and full MCP support.

            Key Features:

            • AI Agent Development
            • Business Automation
            • No-Code Platform

            Freemium

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