The best 25 ai agent generation tools (December 2025) | RankmyAI

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Ranking December 2025

Ai agent generation

The RankmyAI AI Agent Generation Ranking presents the top 25 AI tools from our Overall ranking focusing on AI agent development.

AI agent generation tools are used to create autonomous or semi-autonomous software agents that can perceive their environment, make decisions, and take actions to achieve specific goals. These agents often integrate large language models with tools, memory, and planning capabilities, enabling them to perform multi-step tasks, interact with APIs or software systems, and respond adaptively to changing inputs. Common applications include task automation, workflow orchestration, customer support, and digital assistants. The AI agent generation tools ranked here focus on enabling the development, deployment, or customization of such AI-driven agents.

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of

305

n8n n8n is a versatile workflow automation platform for technical teams, providing extensive integration capabilities and AI enhancements to streamline processes and improve efficiency.

Athena by Zeta Athena by Zeta is Zeta Global’s superintelligent agent embedded in the Zeta Marketing Platform. It leverages proprietary data, identity, and generative AI to plan, activate, and optimize marketing across owned and paid channels. Marketers use Athena to orchestrate AI agents, personalize messaging, manage customer data, and measure outcomes with deterministic attribution, delivering predictable growth and clear ROI.

0G Labs 0G AI provides a decentralized AI operating system with modular components, enabling scalable and secure AI applications with full transparency and verifiability.

Voiceflow Voiceflow enables businesses to build advanced AI agents rapidly, automating customer support and enhancing user experience through customizable and integrative solutions.

Cresta Cresta AI leverages generative AI to optimize contact center operations, providing tools like agent assist, conversation intelligence, and virtual agents to enhance performance and reduce costs with AI-driven insights.

Cognigy Cognigy.AI provides an enterprise-grade contact center AI platform using generative AI to enhance customer interactions through voice and chat, supporting scalability and integration with existing systems.

Fetch.AI Fetch.ai provides a robust platform to develop, deploy, and orchestrate AI agents, utilizing innovative multi-agent systems to enable scalable and flexible AI solutions.

Terminus Technologies Terminus Group is an AIoT smart service provider building AI CITY solutions that connect sensors, robots, and edge-cloud platforms to digitize and automate urban environments. With products like TacOS, spatial intelligence, autonomous delivery robots, and an edge computing and large-model platform, Terminus helps governments and enterprises deploy sustainable, data-driven operations across campuses, industrial parks, transport, and public venues.

SmythOS SmythOS enables rapid creation of AI agents tailored for specific roles like social media management and HR evaluation. Its platform optimizes efficiency for businesses by providing customizable templates and seamless deployment capabilities.

Llamaindex LlamaIndex offers a robust framework and tools for developing AI-powered knowledge assistants, efficiently managing enterprise data through parsing, indexing, and integration, enhancing agent-based interactions with diverse complex documents.

Dify Dify.ai is an open-source platform designed for the development and orchestration of generative AI applications, utilizing diverse LLMs for complex workflows and automation, targeting enterprise-level scalability and customization.

Kustomer Kustomer is a comprehensive AI-powered CRM platform that integrates customer service, automation, and omnichannel workflows to improve support efficiency and experience for businesses.

Allganize The Alli LLM Enabler provides an enterprise-level solution for building LLM applications, with customizable and secure options, integrating with a variety of data sources to enhance AI capabilities.

Nurix Nurix AI provides conversational AI solutions for sales and support, enabling natural dialogues and seamless integration with existing systems. It offers rapid deployment and continuous optimization for enhanced customer interactions.

QueryPie QueryPie AIP is an enterprise AI platform that unifies tools and data through an MCP Gateway, offers usage-based access to premium LLMs, and provides access control for databases, systems, Kubernetes, and web. It simplifies integration, centralizes management with SSO, and augments teams with Forward Deployed Engineers to design and deploy secure, production-ready AI agents and workflows.

Instalily AI InstaLILY AI offers a platform for developing autonomous AI agents that enhance B2B operations by automating workflows and generating insights, ensuring compliance with data protection standards.

Lamini Lamini offers a platform for enterprises to develop high-accuracy AI agents, reducing LLM hallucinations while optimizing cost and inference latency. Available for secure deployments on-premise or in VPC environments.

Quidget Quidget automates customer support by using AI to handle repetitive queries, reducing costs and improving efficiency. It integrates with popular platforms and supports multiple languages, making it suitable for global businesses.

MainFunc MainFunc's Genspark is an AI Agentic Engine designed to enhance search and research capabilities, providing trustworthy answers and comprehensive results through AI agents.

Griptape Griptape provides a comprehensive AI development platform, enabling developers to build, deploy, and scale AI solutions with ease. It offers tools for creating AI agents, pipelines, and workflows, emphasizing security and performance.

Wordware Wordware provides a powerful interface for AI agent creation using natural language programming, supporting multimodal data and seamless API deployment. It accelerates workflow optimization and supports both technical and non-technical users.

eSelf AI eSelf AI provides human-like conversational AI agents to enhance customer engagement, offering real-time, personalized interactions that automate processes while maintaining a human touch.

TeamAI TeamAI provides integrated AI-driven solutions for businesses, focusing on workflow automation, custom AI agents, and multi-model integration to enhance team collaboration and efficiency.

Doti AI Doti is an AI platform that integrates with existing tools to automate workflows and enhance productivity by providing instant access to information and creating custom AI agents for various business needs.

Rasgo Rasgo leverages GPT-4 to enhance Enterprise Data Warehouses with secure generative AI, enabling data visualization, autonomous agents, and natural language interfaces for data-driven decisions.

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Disclaimer

The RankmyAI AI Agent Generation Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on AI agent development, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).