Best AI Agent Builders Software - Page 18

How Many AI Agent Builders Software Products Does G2 Track?

Total Products under this Category: 703

Category Stats (Sep 2026)

  • Average Rating: 4.63/5 (↓0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Frontier (+4.68%) - Among all products in this category, Frontier recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank AI Agent Builders Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 89,300+ Authentic Reviews
  • 703+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI Agent Builders Software

G2 Grid® for  AI Agent Builders Software plotting products by satisfaction and market presence

Highlighted products: Salesforce Agentforce, Notion, UiPath Agentic Automation, OutSystems, ClickUp, ServiceNow AI Agents, Gemini Enterprise Agent Platform, and Databricks.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-agent-builders/grids.json?focus%5B%5D=salesforce-agentforce&focus%5B%5D=notion&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=outsystems&focus%5B%5D=clickup&focus%5B%5D=servicenow-ai-agents&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=databricks)

Cardor

Cardor offers a suite of innovative tools designed to enhance developer productivity and streamline workflows. Among its notable products is the agent-harness-kit, a command-line interface (CLI) tool that automates the creation of a production-ready multi-agent harness for any repository. By executing a single command, developers can generate a structured environment featuring an SQLite state, Model Context Protocol (MCP) tools, per-agent instruction files, health checks, and coordination rules. This setup addresses common challenges associated with AI coding agents, such as statelessness and lack of coordination, by providing persistent state management and clear role definitions for agents. The agent-harness-kit is compatible with platforms like Claude Code and OpenCode, and it operates without the need for external databases or Docker, making it accessible and efficient for developers. Key Features and Functionality: - Automated Multi-Agent Harness Creation: Generates a comprehensive multi-agent system infrastructure with a single command. - Persistent State Management: Utilizes SQLite to maintain state across sessions, ensuring agents have memory and context. - Role-Specific Agents: Includes predefined agents with distinct responsibilities: Lead, Explorer, Builder, and Reviewer, each with explicit permission boundaries. - Health Checks and Coordination Rules: Incorporates health check scripts and coordination rules to maintain system integrity and prevent conflicts. - Provider Agnostic: Compatible with various AI coding platforms, including Claude Code and OpenCode. - No External Dependencies: Operates without the need for external databases or Docker, simplifying setup and usage. Primary Value and Problem Solved: The agent-harness-kit addresses the core issues of statelessness and lack of coordination in AI coding agents. By providing a structured environment with persistent state management and clearly defined agent roles, it ensures that AI agents can work collaboratively and efficiently without overwriting each other's work or losing context between sessions. This leads to more reliable and trustworthy AI-assisted development processes, enhancing overall productivity and code quality.

Who Is the Company Behind Cardor?

Certuran

Certuran is AI software that automates repetitive tasks in enterprise systems without requiring migration. It integrates with tools like email systems, CSV exports, and PDFs to handle processes such as invoice processing, data entry, billing, and timesheet validation. Acting as an intermediary, Certuran extracts data, processes it through specialized agents, and returns results to workflows. Designed with privacy in mind, original data stays within the client’s instance. AI models receive anonymized excerpts, and agents access only task-specific data, ensuring security and compliance. Human approval workflows allow staff to review critical operations before recording or transmission. Certuran’s workflow includes data ingestion, processing, agent execution, result delivery, and human verification. Implementation starts with a single process validated against historical data, with a refund guarantee if performance criteria aren’t met during the initial validation.

Who Is the Company Behind Certuran?

Champ AI

Champ is an AI operations platform that turns complex, repetitive processes into reliable workflows run by industry-tailored AI agents. Trusted by Instacart, Pair Team, and Coco Robotics, Champ’s agents browse portals, process documents, make calls, use APIs, and work across the systems your team already uses. Champ helps operations teams increase capacity without increasing headcount across healthcare, financial services, marketplaces, logistics, PEOs, and other operations-heavy industries. Key benefits of Champ: - Turns SOPs and plain-language instructions into runnable workflows. - Automates work across legacy systems, third-party portals, and sites without APIs. - Processes documents, completes forms, makes outbound calls, and navigates phone trees. - Connects with more than 100 applications, plus custom code, APIs, and webhooks. - Handles browser portal authentication, persistent sessions, and changing interfaces. - Keeps humans in control with approval gates, contextual escalations, and live session takeover. - Provides replayable runs, monitoring, version history, and immutable audit trails. - Supports enterprise security with SOC 2 Type II certification, HIPAA compliance, encryption, SSO, role-based access controls, and private deployment options. Under the hood, Champ combines deterministic automation with agentic AI. Known steps run quickly and consistently, while AI agents handle changing interfaces, failed steps, and exceptions. Unlike traditional RPA, Champ adapts without requiring teams to maintain brittle scripts or complex rules. Common workflows include: - Healthcare: eligibility verification, intake, referrals, prior authorization, documentation - Marketplace: seller onboarding, identity verification, complex customer support - Logistics: carrier onboarding, freight invoice audits - PEO: employee onboarding, tax compliance, document processing Champ scales the work, not the team, giving operations leaders the speed, adaptability, and control needed to run critical workflows in production.

Who Is the Company Behind Champ AI?

  • Seller: Champ AI
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: linkedin.com
    7 employees on LinkedIn®

ChatMoney

ChatMoney is a comprehensive AI knowledge base system designed to empower enterprises through intelligent automation and efficient information management. Developed with a front-end and back-end separation architecture, it utilizes technologies such as Vue3, FastAPI, PostgreSQL, and pgvector. The system supports both PC and H5 platforms, offering versatile deployment options to meet diverse business needs. Key Features and Functionality: - Versatile Knowledge Base: Supports both Q&A and document-based knowledge repositories, allowing the import of various document formats including txt, doc, docx, pdf, and md. - AI-Powered Responses: After vectorizing imported data, the system enables users to perform vectorized searches and receive AI-generated answers, enhancing the professionalism and practicality of responses. - Multi-Channel Deployment: Offers multiple channels for external deployment, including chat web windows, iframe code, JavaScript code, and API interfaces, providing robust third-party integration capabilities. - Enterprise Applications: Ideal for scenarios such as intelligent customer service, enterprise document management, and expert advisory assistants, delivering significant commercial value. Primary Value and Solutions Provided: ChatMoney addresses the need for efficient and intelligent information management within enterprises. By automating customer service interactions and streamlining access to internal documents, it reduces operational costs and enhances service quality. The system's AI capabilities ensure accurate and context-aware responses, improving user satisfaction and operational efficiency. Its flexible deployment options and strong integration capabilities make it a valuable asset for businesses seeking to leverage AI for digital transformation.

Who Is the Company Behind ChatMoney?

chowder.dev

Chowder.dev is a unified API platform designed to simplify the deployment, management, and interaction with OpenClaw instances. It enables developers to quickly set up fully isolated AI agents, connect them to multiple messaging channels, and enhance their capabilities through a skills marketplace. With built-in authentication and session management, Chowder.dev offers a streamlined solution for integrating AI functionalities into various applications. Key Features: - Managed Claw Infrastructure: Deploy fully isolated OpenClaw instances with dedicated sandboxes, workspaces, and gateways through a single API call. - Multi-Channel Integration: Connect AI agents to 11 communication channels, including Telegram, Discord, Slack, WhatsApp, and Signal, allowing interaction with users on their preferred platforms. - Skills Marketplace: Enhance AI agent capabilities by installing additional skills from ClawHub, such as browsing, file access, and code execution, with a single request. - Built-in Authentication: Utilize organization keys, scoped instance keys with granular permissions, and automatic key rotation, eliminating the need for additional authentication middleware. - OpenAI Compatibility: Serve as a drop-in replacement for the OpenAI Responses API, supporting sessions, tools, and structured output in the same format, but with enhanced functionality. - Sessions and Memory Management: Enable stateful conversations by routing messages to isolated sessions, allowing AI agents to retain context across interactions. Primary Value and Problem Solved: Chowder.dev addresses the complexity and time-consuming nature of deploying and managing AI agents by providing a unified, OpenAI-compatible API. It allows developers to focus on building and innovating rather than dealing with infrastructure setup and maintenance. By offering managed instances, multi-channel integration, and a skills marketplace, Chowder.dev empowers developers to create and scale AI applications efficiently, reducing development time and operational overhead.

Who Is the Company Behind chowder.dev?

Cimulate AI

Cimulate's Agentic Interfaces provide a comprehensive solution for integrating AI-powered commerce workflows into various platforms. These interfaces enable businesses to seamlessly connect their structured product data and content with multiple AI models, ensuring consistent and efficient delivery across all answer engines. Key Features and Functionality: - MCP Server: Centralizes the delivery of structured product data, metadata, long-tail attributes, and product availability information to all answer engines, ensuring uniform and accurate data dissemination. - ChatGPT Apps: Facilitates the creation of branded ChatGPT applications, allowing businesses to control the entire customer experience within ChatGPT. This includes capabilities ranging from product discovery to personalized assistance and end-to-end transactions. Primary Value and User Solutions: By implementing Cimulate's Agentic Interfaces, businesses can effectively manage and distribute their product information across various AI platforms, enhancing visibility and engagement. This integration streamlines the commerce workflow, reduces manual data handling, and ensures that customers receive accurate and personalized information, leading to improved customer satisfaction and increased sales.

Who Is the Company Behind Cimulate AI?

Claritty

Claritty is an AI-powered platform designed to automate business operations by staffing companies with virtual AI teams that perform real work across existing tools. Users can either build custom applications tailored to their workflows or hire specialized AI teams to handle specific tasks, all managed through a unified dashboard. Key Features and Functionality: - Custom Application Development: Users can describe their workflow needs, and Claritty builds real applications around these specifications, integrating seamlessly with existing tools. - AI Team Deployment: Hire AI specialists for various roles, such as marketing, sales, customer support, finance, and operations, who execute tasks autonomously and present results for approval. - Unified Dashboard: Manage all AI teams and applications from a single interface, allowing oversight of tasks, approvals, and performance metrics. - Integration with Existing Tools: Claritty supports integration with over 30 tools, including Slack, Gmail, LinkedIn, Notion, and various CRM systems, ensuring compatibility with current workflows. - Security Measures: The platform ensures that user credentials never reach application code, with each app running in its own isolated runtime to prevent security breaches. Primary Value and Solutions Provided: Claritty addresses the challenge of automating business processes without the need for extensive coding or system overhauls. By providing AI teams that integrate with existing tools and workflows, it enables businesses to increase efficiency, reduce manual workload, and focus on strategic initiatives. The platform's emphasis on security and ease of use ensures that companies can adopt AI solutions confidently and swiftly.

Who Is the Company Behind Claritty?

  • Seller: Claritty
  • Year Founded: 2026
  • HQ Location: N/A
  • LinkedIn® Page: linkedin.com
    1 employees on LinkedIn®

Clarko

Clarko is a conversational automation platform that lets you create powerful agents and workflows by chatting with AI. Instead of designing flows or dragging boxes, you describe what you want to happen and Clarko generates a production-ready, deterministic workflow across your stack.

Who Is the Company Behind Clarko?

Claw Buff

Claw Buff is a managed hosting platform designed to streamline the deployment and management of OpenClaw AI agents. With Claw Buff, users can launch AI agents in under 30 seconds by selecting a model and connecting communication channels such as Telegram, Discord, or Slack. The platform offers a comprehensive management console for monitoring usage, setting budgets, and seamlessly switching between over 10 different large language models (LLMs), including GPT, Claude, and Gemini, without requiring technical expertise in areas like Docker or SSH. Additionally, Claw Buff features the SOUL Hub, a marketplace for pre-built AI personas, and provides an OpenAI-compatible API for custom integrations. Key Features and Functionality: - Rapid Deployment: Deploy AI agents in under 30 seconds without server configuration. - Multi-Channel Integration: Connect with platforms like Telegram, Discord, Slack, and WhatsApp. - Comprehensive Management Console: Monitor usage, set budgets, and manage configurations effortlessly. - Model Flexibility: Easily switch between over 10 LLMs with a single click. - SOUL Hub Marketplace: Access a variety of pre-built AI personas for diverse applications. - OpenAI-Compatible API: Integrate custom solutions seamlessly with existing systems. Primary Value and User Solutions: Claw Buff simplifies the process of deploying and managing AI agents, eliminating the need for extensive technical knowledge or server management. It enables businesses and developers to quickly implement AI solutions for customer support, community moderation, content creation, and more, thereby enhancing efficiency and scalability. By offering a user-friendly interface and a suite of powerful tools, Claw Buff addresses common challenges in AI deployment, making advanced AI capabilities accessible to a broader audience.

Who Is the Company Behind Claw Buff?

ClawDuck

ClawDuck is an innovative platform designed to simplify the deployment of AI agents across various communication channels without requiring extensive technical expertise. It enables users to connect AI agents to platforms like Slack, WhatsApp, and Telegram in minutes, eliminating the need for complex server setups or infrastructure management. Key Features and Functionality: - Multi-Model Support: ClawDuck seamlessly integrates with a variety of AI models, including Claude, GPT, Gemini, Grok, and Llama, managing model routing and credits efficiently. - Channel Integration: The platform offers guided setup flows and health checks for connecting AI agents to popular communication channels such as Slack, Discord, Telegram, and WhatsApp. - Custom Agents with AgentOS: Users can build specialized AI agents with tailored instructions, tools, API hooks, and MCP servers, facilitating rapid development and deployment. - AgentOS Harness: For advanced orchestration, ClawDuck provides tools to manage teams, workflows, traces, and memory within a production runtime environment. - Local Voice Processing: The platform supports on-device voice message transcription, ensuring that audio data remains private and does not leave the user's environment. - Local Memory Storage: ClawDuck offers on-device vector embedding for long-term memory and semantic search capabilities, eliminating the need for external embedding APIs. Primary Value and User Solutions: ClawDuck addresses the complexities associated with deploying AI agents by offering a user-friendly, no-code solution that streamlines the integration process. By managing infrastructure, model routing, and channel connections, it allows users to focus on developing and customizing their AI agents without the overhead of DevOps tasks. This approach significantly reduces deployment time and technical barriers, making AI agent implementation accessible to a broader audience.

Who Is the Company Behind ClawDuck?

  • Seller: ClawDuck
  • Year Founded: 2026
  • HQ Location: Dubai, AE
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Claw Headquarters

Claw Headquarters: The multi-agent AI platform to build, manage, and deploy AI agents. Automate tasks, orchestrate AI teams, manage Git repos, and chat in real-time from a powerful web dashboard. Starting at $30/mo.

Who Is the Company Behind Claw Headquarters?

Clawly

Clawly is an OpenClaw-powered AI copilot for automating work across tools, messages, and daily workflows

Who Is the Company Behind Clawly?

Clawnify

Clawnify is where companies put AI to work: agents, apps, and automations the whole team can use, in one place they own. Each AI agent runs on its own dedicated machine with a real browser and a working inbox, and is reachable over WhatsApp, Telegram, email, Slack, or the dashboard chat. Teams hand it real work: following up inbound leads, chasing missing records, sending client reports, triaging maintenance requests, or keeping listings current. Agents can also build and deploy internal apps for the team, run scheduled workflows, and connect to the tools the company already uses. A shared company knowledge base turns your documents into a company brain the team can query from ChatGPT, Claude, or its own agents. Everything runs on isolated infrastructure with full activity visibility and bring-your-own-model keys. Built for marketing agencies, professional services, accounting, real estate, property management, field service, and sales teams that want the work delivered instead of another tool to babysit.

Who Is the Company Behind Clawnify?

ClawRecipes

ClawRecipes is an open-source platform designed to streamline the creation and management of multi-agent teams within the OpenClaw ecosystem. By utilizing Markdown blueprints, it enables users to build complete teams with shared, file-based contexts, ensuring workflows are readable, reviewable, and version-controlled. This approach facilitates repeatable and efficient team operations, from initial scaffolding to final deployment. Key Features and Functionality: - Multi-Agent Teams: Provides ready-to-use templates for roles such as Lead, Developer, DevOps, and QA, allowing for quick assembly of specialized teams. - Shared Context: Maintains all team-related information—notes, tickets, checklists, and artifacts—in a shared workspace, ensuring consistency and accessibility. - Cron Automation: Supports recurring operational loops with explicit installation consent, enabling automated tasks like check-ins and reminders. - Recipe Marketplace: Offers a repository of proven team and agent templates that can be instantly installed, reducing setup time and promoting best practices. - Agile Workflow Integration: Facilitates agile processes with clear swim lanes (Backlog, In Progress, Testing, Done), ensuring structured and efficient project progression. Primary Value and User Solutions: ClawRecipes addresses the complexities of managing multi-agent teams by providing a structured, repeatable framework that enhances collaboration and operational efficiency. By leveraging file-first workflows and shared contexts, it ensures that all team members have access to up-to-date information, reducing miscommunication and errors. The integration of automated workflows and a marketplace of templates further accelerates project initiation and execution, allowing teams to focus on delivering high-quality outcomes without the overhead of manual setup and coordination.

Who Is the Company Behind ClawRecipes?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 29, 2026