AI Agents Tools
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Google Project Mariner
Freemium
Project Mariner is Google DeepMind's research prototype AI agent that operates within Chrome browsers to complete tasks on the web. It understands and interacts with websites autonomously, handling tasks like research, form filling, and information gathering across multiple websites. Project Mariner represents Google's approach to AI agents that work alongside users in their browser environment. Part of Google's broader Project Astra initiative for building general AI assistants capable of understanding and acting in the world.
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Microsoft Copilot Studio
Freemium
Microsoft Copilot Studio is a low-code platform for building custom AI agents and copilots for enterprise use cases. Teams create agents with specific knowledge, tools, and workflows that integrate with Microsoft 365, Teams, Power Platform, and third-party systems. Agents can answer questions from internal documents, execute business workflows, and automate repetitive tasks. Used by enterprise IT and business teams for building custom AI assistants tailored to specific business processes without deep AI engineering expertise.
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Amazon Bedrock Agents
Paid
Amazon Bedrock Agents enables building AI agents that can plan and execute multi-step tasks using foundation models from Bedrock and connected APIs, databases, and knowledge bases. Agents automatically break down complex tasks into subtasks, call relevant APIs, and synthesise results. Knowledge Bases with RAG provide agents with access to private enterprise data. Used by enterprises building production AI agents on AWS that need to interact with company data, execute business logic, and integrate with existing AWS infrastructure.
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Zapier Central
Freemium
Zapier Central is Zapier's AI agent workspace where users create autonomous AI bots that monitor data sources, make decisions, and take actions across 6000+ connected apps. Bots can watch email inboxes, respond to messages, update CRM records, and trigger workflows based on conditions. Unlike rule-based Zaps, Central bots use AI to handle open-ended tasks with judgment. Used by operations, sales, and marketing teams for automating complex business workflows that require AI decision-making alongside app integrations.
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Vertex AI Agent Builder
Paid
Vertex AI Agent Builder is Google Cloud's platform for building enterprise AI agents using Gemini models with grounding, RAG, and tool use capabilities. It provides pre-built agent templates, a visual builder, and deployment infrastructure. Agents connect to enterprise data sources, APIs, and Google services for grounded, accurate responses. Used by enterprises building customer service agents, internal knowledge assistants, and automated workflow agents on Google Cloud with enterprise security, compliance, and Gemini model capabilities.
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Gumloop
Freemium
Gumloop is a visual AI workflow automation platform where users build complex AI pipelines by connecting nodes representing AI models, web scrapers, data processors, and integrations. Each node performs a specific function and outputs data to the next node. Gumloop handles web browsing, document processing, API calls, and AI model inference in a single visual workflow. Used by analysts, marketers, and operations teams for building sophisticated data collection and AI processing workflows without coding, combining scraping, AI analysis, and automated actions.
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Flowise
Freemium
Flowise is an open-source low-code platform for building LLM-powered applications and AI agents through a visual drag-and-drop interface. It provides pre-built nodes for LangChain components, vector databases, APIs, and AI models that connect visually to create chatbots, RAG systems, and agent workflows. Self-hostable for complete data privacy. Used by developers and non-technical users for rapidly prototyping and deploying AI agents, chatbots, and RAG applications without writing extensive LangChain code from scratch.
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Dify
Freemium
Dify is an open-source LLM application development platform for building AI agents, chatbots, and RAG applications with a visual workflow editor and API backend. It supports multiple LLM providers, vector databases, and tool integrations in a unified interface. Dify's Workflow feature creates complex multi-step AI pipelines visually. Self-hostable with cloud option. Used by developers and enterprises for building production AI applications rapidly with 100000+ deployments, offering both no-code visual building and programmatic customisation.
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Botpress
Freemium
Botpress is an open-source AI agent and chatbot platform for building sophisticated conversational AI applications. Its visual flow builder combines traditional conversation flows with LLM-powered nodes for flexible, controllable AI agents. Botpress supports 100+ integrations including WhatsApp, Slack, Teams, and web chat. The platform handles knowledge bases, entity extraction, and multi-turn conversations. Used by enterprises and developers building customer service bots, internal assistants, and automated conversation systems requiring both reliability and AI intelligence.
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Voiceflow
Freemium
Voiceflow is a collaborative platform for building AI agents and conversational experiences without code. Teams design, prototype, and deploy AI assistants for web chat, voice, and messaging channels. Its knowledge base feature enables agents to answer questions from uploaded documents. Voiceflow's testing tools simulate conversations to catch issues before deployment. Used by product, design, and CX teams at companies including Salesforce, LVMH, and JP Morgan for building and iterating on AI agent experiences faster than traditional development approaches.
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Vapi
Freemium
Vapi is a developer platform for building voice AI agents with ultra-low latency phone call capabilities. It provides APIs for creating AI voice assistants that can make and receive phone calls, handle interruptions naturally, and execute custom logic. Vapi's pipeline combines speech-to-text, LLM reasoning, and text-to-speech with sub-500ms latency. Used by developers building AI phone agents for customer service, appointment scheduling, lead qualification, and outbound calling applications that require natural, real-time voice conversation capabilities.
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Retell AI
Freemium
Retell AI is a platform for building and deploying conversational voice AI agents for phone calls. It provides a low-latency voice pipeline with natural interruption handling, emotion detection, and custom LLM integration. Retell's agent builder enables creating phone agents for customer support, sales, and scheduling without deep voice AI expertise. Supports integration with telephony providers and CRMs. Used by businesses building AI call centre solutions, appointment booking systems, and outbound sales agents that handle phone conversations at human-level naturalness.
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