9 Best AI Agent Builders of 2026

Zapier Agents ranks first because it puts agent building on top of the largest app catalog in this category and keeps the entry price low. You describe the job, Zapier Copilot helps set up a specialized agent, and the agent can pull from attached FAQs, documents and links, browse the web and take actions in more than 9,000 apps. Zapier publishes templates for common business jobs such as meeting prep dossiers, qualifying enterprise leads from form submissions and answering routine Zendesk tickets while escalating harder ones. The free tier runs 400 activities a month and Agents Pro raises that to 1,500 for $400 a year, or $33.33 per month. The trade-off is metering: every action, web search and knowledge lookup counts as an activity, so a busy agent can hit the cap. Organization-wide agent sharing, restricted apps and audit logs sit on the Enterprise plan with custom pricing.

n8n earns second place for teams that are comfortable with a technical builder and want to own their agents. Every cloud plan includes agents, the AI Agent node, MCP support and every integration, and n8n charges per workflow execution regardless of how many steps it runs, so a long agent workflow costs the same as a short one. Starter covers 2,500 executions a month and Pro 10,000, with metric-based evaluations, admin roles and workflow history added on Pro. The Business plan is self-hosted only and adds SSO, LDAP, Git version control, multiple environments and queue mode for scaling. The free Community Edition on GitHub lets a team run n8n on its own servers at no license cost. The downsides are the learning curve, since you build agents as node graphs and often add code steps, and that the cloud pricing page showed euros from our location, so we have not confirmed a USD figure.

Lindy takes a different approach from the workflow builders on this list: instead of drawing a flow, you hire a ready-made assistant and give it work. It lives in Slack threads, manages inboxes and drafts replies in your voice, records and summarizes meetings, handles scheduling and follow-up, and runs scheduled routines such as daily briefs. More than 40 built-in skills, custom skills, 1,500+ integrations and MCP support let it reach into other tools, and you can choose the model for each task. Pricing is credit based: the Team plan starts at $49.99 per user per month for 5,000 credits, credits from all seats are pooled, and top-ups cost $10 per 1,000. Lindy says research or support triage jobs use 250 to 1,000 credits, so heavy users will need larger bundles. There is no lasting free plan, and compliance features such as HIPAA, SSO and audit logs are reserved for Enterprise.

Gumloop is built around the idea of a team of agents that know your business. The Pro plan starts at $37 per month and includes unlimited agents, unlimited seats and teams, shared credentials and 20,000 credits a month, which makes it one of the few tools here where adding colleagues does not raise the bill. You can pick from more than 35 models or bring your own API keys, connect company data through Company Brain, sync skills from GitHub and host one MCP server. Gumloop publishes agent templates for lead qualification, CRM updates, call analysis, SEO work, Shopify stores and support. On the cost side, Pro carries an 8% orchestration fee on top of credits, and there is no permanent free plan, only a 14-day trial. Admin controls that larger companies expect, including role-based access, SCIM and SAML, audit logs and data retention rules, are reserved for the custom Enterprise plan.

Copilot Studio has the deepest feature set on this list for large organizations, which is why it scores highest on features even though it ranks fifth overall. Teams can build agents, agent flows and multi-agent systems, publish them inside Microsoft 365 or to websites and apps, design voice response agents, and connect to Power Platform connectors, Dataverse and Azure AI Search. Governance is extensive: version control, release pipelines and approval gates, Entra ID and Defender protection, Purview audit logs and budgets for credit use by user group. The cost of that power is complexity. Copilot Studio is sold as a tenant license of 25,000 Copilot Credits for $200 a month, or through pre-purchase and pay-as-you-go meters, and every agent action consumes a varying number of credits. An Azure subscription is required, and smaller teams without a Power Platform administrator will find setup slower than with the no-code tools above.

Dify suits teams that think of agents as products to build and ship. Its visual builder covers chat apps, agents and workflows, with knowledge bases for company documents and triggers from plugins, schedules or webhooks so agents can run without a person starting them. Dify Cloud includes message credits for models from OpenAI, Anthropic, Gemini, xAI and Tongyi, and you can switch to your own API key once they run out. The free Sandbox plan is enough to try the platform, and Professional costs $590 per workspace per year, about $49.17 a month, for 3 team members, 50 apps and 5,000 message credits a month. The Team plan at $1,590 a year raises that to 50 members and 200 apps. Teams that want full control can run the open-source Community Edition with Docker or buy Dify Enterprise for private deployment. The interface assumes some familiarity with prompts, models and APIs, so it is less approachable for business users.

Botpress is the specialist on this list for agents that talk to customers. You build agents in Botpress Studio, give them knowledge bases and tables, deploy them to webchat, WhatsApp or Slack, and hand conversations to people through integrations with Intercom, Zendesk, HubSpot and Salesforce or through Botpress Desk. Pricing is tied to conversations rather than seats. The free plan includes 100 conversations, 3 seats and 3 agents, while Plus costs $150 per month billed annually for 250 conversations, unlimited agents, whitelabel webchat and a branded help center, with extra conversations at $65 per 100. Each conversation includes $0.10 of AI usage covered by Botpress. Team at $750 a month adds unlimited seats, routing, role-based access and real-time collaboration in the Studio. For internal multi-step work, such as updating records or preparing reports, the general agent builders above are a better match.

Gemini Enterprise combines enterprise search with agents that act on company data. Its main strength is grounding: answers draw on Google and third-party data sources, Google Search and the web, while permission-aware search keeps users from seeing documents they cannot already open. Teams can use prebuilt tasks and agent actions, create and upload custom skills, and build and publish their own agents with no-code tools that Google still marks as preview. Google sells five editions: Business for 1 to 500 users, Standard and Plus from 1 user, Pay-as-you-go, and Frontline for organizations with 150 or more Standard or Plus users. Google says delegating multi-step background tasks is in early access, which matters for the angle of this list. We could not verify a USD price because the product page directs buyers to sales or to a 30-day free trial of the Plus edition, so the value score is conservative.

Agentforce is the natural agent builder for companies that run on Salesforce. Agents built with Agentforce Builder, Prompt Builder and Agent Script act directly on CRM records, cases and flows under the security, governance and access policies you already set, and they can serve customers, employees or callers through Agentforce Voice. Salesforce lets you start for free through Salesforce Foundations, then offers several ways to pay: Flex Credits at $500 per 100,000 credits drawn down per action, $2 per customer conversation, an Agentforce User License at $5 per user per month that also needs Flex Credits, and add-ons from $125 per user per month for unmetered employee use. Salesforce shows worked examples, such as a service case flow costing about $1,800 a month for 100 users. The breadth is impressive, but the mix of meters makes budgeting harder, and the platform gives little reason to choose it if your customer data lives outside Salesforce.