Agentic Index
The best agent builders in 2026, ranked
The best agent builders of 2026 are Camunda, FLOWX.AI, and Microsoft, ranked by verified capability coverage on the Agentic Index. All 145 researched vendors in the category are scored against the same 14 capabilities, and Camunda documents the broadest coverage at 14.0 out of 14.
Agentic Index ranks 145 of the 146 agent builders in its index by verified capability coverage. These are platforms that let teams design and deploy agents with low code or no code tooling. Each vendor is scored across the same 14 point taxonomy used throughout the index, most recently verified on 2026-10-29, and this ranking recomputes automatically as new research is verified. Vendors awaiting capability research are listed separately and are not ranked.
Buyers also search this category as no code agent builders, low code AI agent platforms, and agent creation tools.
Scored on 14 buyer facing capabilities researched from public sources. No vendor pays for placement. How this ranking works
Best agent builders by buyer need
- Best for fastest time to value
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Camunda
Documents 2.0 of 2 on prebuilt packs and channel coverage, and 14.0 of 14 overall.
- Best for developer extensibility
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FLOWX.AI
Documents 2.0 of 2 on APIs, MCP support, and tool calling, and 14.0 of 14 overall.
- Best for complex multi step work
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Microsoft
Documents 3.0 of 3 on orchestration, memory, and knowledge grounding, and 14.0 of 14 overall.
- Best for regulated and governed deployments
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Appian
Documents 3.0 of 3 on security, auditability, and human oversight, and 13.5 of 14 overall.
Each segment names the vendor with the most documented coverage on the criteria that segment depends on, computed from the same research as the ranking below. A vendor appears once, in its strongest segment.
Ranked field (145 vendors)
Latest verified research: 2026-10-29
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1C
Agentic orchestration platform built on BPMN, where AI agents run as governed loops inside processes alongside people, rules and systems, with more than 400 prebuilt connectors, a region of choice or self managed hosting, and tests for agent output.
Full coverage on Browser / Computer-use and Testing, Debugging & Optimization and 12 more.
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2F
AI native agent platform for banking, with a catalog of 246 pre designed agents that run on top of legacy systems, an agent builder, data kept inside the customer's perimeter, and centralized governance with audit trails.
Full coverage on Browser / Computer-use and Testing, Debugging & Optimization and 12 more.
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5D
Dynamiq is an enterprise platform for chat, voice and workflow agents, built on a visual canvas or in its Apache 2.0 Python SDK on one engine, with an AI Coworker that has its own sandboxed computer and voice agents that answer inbound calls on a business's phone lines. It adds 2,100+ app integrations, support for 29 model providers in its SDK plus an AI gateway for the most used models, guardrails with human approval, evals and node level tracing, and runs in Dynamiq Cloud, the customer's cloud or a data center.
Full coverage on Browser / Computer-use and Testing, Debugging & Optimization and 11 more.
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8R
AI app builder and runtime for the full stack, where an agent builds the app, sets up the database, tests its own work in a real browser and deploys it. Built for builders, students and startups.
Full coverage on Browser & Computer Use and Testing, Debugging & Optimization and 11 more.
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11A
Open-source AI agent platform with a visual block-based builder, agent marketplace, and continuous agent runtime, available as free self-hosted software or a hosted cloud with subscription plus pay as you go credits.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 10 more.
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14F
Agentic case platform on BPMN, CMMN and DMN, where typed AI agents work inside governed cases with people and systems, with guardrails, audit of every model exchange and unit tests for agents.
Full coverage on Browser / Computer-use and Testing, Debugging & Optimization and 10 more.
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15G
GPTBots is Aurora Mobile's enterprise platform for building and running AI agents without code, from knowledge answering agents and flowchart driven FlowAgents to LoopAgents that pick their own tools and a MultiAgent planner with browser and computer use workers. Agents ground answers in a hybrid RAG knowledge base, publish to WhatsApp, Slack, Teams, Telegram and other channels, and run in GPTBots' cloud or a private deployment.
Full coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 10 more.
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17O
Odin AI is a no code enterprise platform for building AI agents and automations that act across more than 200 business apps, grounded in a company's own knowledge base. Agents get toolkits, memory, MCP servers and manager and worker delegation, workflows start on schedules, emails, file uploads or chat, and the platform runs in Odin's cloud or on premise.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 10 more.
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18R
Platform for building and deploying a workforce of AI agents with a no-code tool builder.
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19S
Enterprise AI agent platform for the full stack, from the Robocorp team, that lets business users build governed, auditable agents in natural language runbooks, running inside a company's own cloud.
Full coverage on Browser & Computer Use and Testing, Debugging & Optimization and 10 more.
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21T
Document processing and workflow platform whose TotalAgility agents orchestrate across workflows, draw on knowledge bases, run on customers' chosen models, and pair with Tungsten's own RPA that drives application screens, with FedRAMP High authority.
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22Y
YourGPT builds customer support agents that answer from business knowledge and act through connected tools. AI Studio adds editable workflows, specialist agents and code steps for support and internal operations. Teams can review proposed replies through Check with Team, inspect execution logs and compare models using the same configured agent. Its website copilot can navigate pages and fill forms. Plans combine subscription limits with model dependent credits, while enterprise accounts add custom identity and deployment arrangements.
Full coverage on Browser / Computer-use and Testing, Debugging & Optimization and 10 more.
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23Z
ZBrain is an enterprise platform from The Hackett Group for building, deploying and monitoring AI agents, from single agents defined by low code Flows to Agent Crews where a supervisor agent delegates to tool using child agents. It adds an agent store of prebuilt agents, knowledge bases with vector and knowledge graph retrieval, scheduled evaluations and deployment in its cloud, a private cloud or on premises.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 10 more.
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24
Agenta is an open source workspace where teams build AI agents by chatting with them, give them skills, files, a sandboxed computer and more than 1,000 integrations, and work with them in Slack, Telegram or WhatsApp. Agents run on schedules or app events, ask before consequential actions, and keep versioned configurations, traces and evaluations, self hosted under the MIT license or in Agenta's US or EU cloud.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 9 more.
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25
Enterprise agentic AI platform that builds and runs multi agent systems on a durable distributed runtime, unifying orchestration, agents, memory, and streaming in one SDK.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 10 more. No documented coverage on Browser / Computer-use.
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28
Agentic AI operational intelligence platform for ITOps, NetOps and SecOps, where a continuously updated enterprise knowledge graph grounds the agents, a control plane traces and approves what they do, and a no code orchestrator runs them across named observability, ITSM, network and cloud systems.
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30
Siemens' enterprise low code platform, whose Agents Kit builds chat and task agents that call microflows and MCP tools, ground on knowledge bases, pause for human approval per tool, test in bulk, and deploy from Mendix Cloud to air gapped on premises.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 10 more. No documented coverage on Browser & Computer Use.
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31
Low code platform for banking, insurance and government processes that adds AI agents built in Agent Studio, prebuilt agents for credit decisioning, underwriting and claims, retrieval over enterprise content, guardrails and audit trails of agent decisions.
Full coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 9 more.
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32
Enterprise AI powered low code platform whose Agent Workbench lets teams build, test, orchestrate, and govern custom AI agents on top of existing systems, with model choice across many providers, an Enterprise Context Graph, a golden dataset evaluation suite, sovereign deployment control, and built in observability.
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34
Automation suite that pairs RPA robots with Saturn Studio, a cloud builder for AI agents and workflows, plus an orchestrator, document AI, forms and low code apps, sold in four annual plans with public prices.
Full coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 9 more.
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36
Enterprise AI OS whose agents serve customers by voice, chat and email, run back office workflows end to end, operate legacy systems from a managed virtual machine, and deploy as SaaS, in your own cloud or on premises.
Full coverage on Browser & Computer Use and Testing, Debugging & Optimization and 9 more.
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37
No code platform to build, evaluate, and deploy multi agent workflows with tools, memory, RAG, and human handoff, shipped in one click to API, Slack, web, email, or voice.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 9 more. No documented coverage on Browser / Computer-use.
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38
Enterprise platform that unifies agent orchestration, security, and governance, letting teams build agents with drag and drop and route them across any model with runtime policy enforcement.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 9 more. No documented coverage on Browser & Computer Use.
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39
Cassidy is a no code platform for building AI agents and multi step workflows grounded in your company knowledge, with a permission aware knowledge base, citations, and a choice of models from OpenAI, Anthropic and Google.
Full coverage on Browser & Computer Use and APIs, SDKs & MCP Extensibility and 9 more. No documented coverage on Deployment & Data Residency.
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40
Chipp is a platform for building AI agents that serve customers and staff on a website, in Slack or Teams, by email, text, WhatsApp and phone, connected to the tools a business already uses. Agents remember users, take actions through integrations and custom APIs, check in proactively and are tested with evals, while Chipp Factory, documented as Alchemist, plans, builds, reviews, deploys and repairs production software from a plain language ticket.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 10 more. No documented coverage on Browser / Computer-use and Deployment & Data Residency.
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41
CrowdStrike is a cybersecurity platform whose Charlotte AI delivers agentic detection, triage, and response in the SOC.
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43
dSilo is an enterprise agentic AI platform that turns silos of contracts, invoices, and spend data into governed, executable actions across procurement, finance, and commercial operations.
Full coverage on Testing, Debugging & Optimization and Triggers & Channel Coverage and 9 more. No documented coverage on Browser / Computer-use.
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44
Kapture CX combines customer service agents with tools for building workflows, supervising decisions and evaluating results. VITOS creates agents that act across business systems; Command routes approvals and allows live intervention; Calibrate scores interactions against customer defined standards. The broader portfolio includes Kapture EX for employee requests and cross-application tasks. Enterprises can bring models and choose private deployment options for applicable products. Pricing is negotiated around modules, users and consumption, with contract commitments and usage limits.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 9 more. No documented coverage on Browser / Computer-use.
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46
LuMay is an enterprise agent platform whose single runtime, orchestration engine, connector layer and governance layer sit under packaged agents for phone calls (Voxentis), legal work (Lexintis), knowledge search, workflow automation, forecasting, anomaly detection and translation. Flows are built visually or from a plain English description, with approval gates, versioning and delegation between agents, and the same containers run as SaaS, in the customer's Azure or AWS account, on premises or air gapped.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 9 more. No documented coverage on Browser / Computer-use.
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48
An AI coworker that works from Slack, Teams, Gmail and Chrome, learns a task from one walkthrough, runs it with browser automation and integrations, and waits for approval before any action other than a read. It is built on Minded's agent development platform with flows, knowledge bases and on premises deployment.
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49
A no code platform for building AI agents from a visual catalog of 199 blocks, with 433+ models from 49 publishers and no provider API keys required.
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50
Enterprise conversational AI platform for building proactive, goal driven customer experience agents, used by banks and insurers across chat, voice, and messaging, with on premises deployment and private models.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 9 more. No documented coverage on Browser & Computer Use.
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51
Agentic finance operations platform that automates accounts payable, receivable, procurement, and approvals, with self optimizing workflows, voice agents, and internal web app automation.
Full coverage on Browser / Computer-use and Testing, Debugging & Optimization and 9 more. No documented coverage on Model Flexibility & Routing.
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53
Shakudo is a sovereign AI and data platform that deploys inside a company's own Kubernetes environment, on any major cloud, on premises or air gapped. Its Kaji agent plans and carries out work from plain language, runs code, uses a real browser, remembers facts in a knowledge graph, runs on schedules and delegates to parallel sub agents, with model calls routed through Shakudo's AI gateway.
Full coverage on Browser / Computer-use and Model Flexibility & Routing and 9 more. No documented coverage on APIs / SDKs / MCP Extensibility.
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56
SS&C Blue Prism, the RPA pioneer, is now an agentic automation platform under SS&C. Its WorkHQ control plane orchestrates people, agents, APIs and digital workers in one governed environment, and the agents SS&C Agent Solutions supplies already run inside SS&C's own regulated operation.
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58
TinyCommand puts forms, tables, workflows, email, portals and TinyAgents on one canvas: agents that plan, call tools built from 458 apps and the workspace's own tables, read each result and decide the next step, pausing for human sign off where told to. Agents embed on a website as chat or run as a step inside workflows triggered by forms, table changes, webhooks, schedules and app events, and six prebuilt agents cover research, writing, search and enrichment.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 8 more.
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60
Open source, MIT licensed automation platform where every one of 700 plus integrations is also an MCP server, combining a visual flow builder, AI agents and tables with cloud or fully self hosted deployment.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 8 more. No documented coverage on Browser & Computer Use.
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61
Enterprise Agentic Process Automation platform that orchestrates goal driven AI agents, RPA bots, and human decisions across whole business processes.
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62
Low code process automation platform on Azure where AI agents, built from prompts or industry templates, run as steps in processes, call connectors and MCP servers, draw on enterprise knowledge and hand work to people through supervised AI Workers.
Full coverage on APIs / SDKs / MCP Extensibility and Prebuilt Agents / Templates / Packs and 8 more. No documented coverage on Model Flexibility & Routing.
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63
Open source operations platform with an agent builder: agents use granted workspace tools, run as the requester or an admin, deploy to Slack, Teams and Discord, and route risky actions to approval policies with any, majority or unanimous sign off.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 8 more. No documented coverage on Browser & Computer Use.
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64
Enterprise AI platform built on OM2, a permission aware organizational memory graph across 50+ connectors that read and write. It runs autonomous agents with approval gates, credit limits and audit trails, routes each task across twelve or more models with bring your own model, and offers on premises or air gapped deployment.
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65
Elastic, the company behind Elasticsearch, sells Agent Builder for creating AI agents that search, reason over and act on everything stored in Elasticsearch, and Elastic Workflows for automation that calls those agents. Agents use built in and custom tools, external MCP servers and workflows, and reach Claude, Cursor or other agents through MCP and A2A.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 9 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization.
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66
Agentic cloud for healthcare in which Gravity unifies enterprise health data and runs a catalog of prebuilt agents, plus AI Studio and Developer Studio for custom agents. Customers choose models from Innovaccer, OpenAI or Anthropic and build on open APIs and HMCP, and the platform holds HITRUST, SOC 2 and ISO 27001 certification.
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67
Governed agentic AI for national security, delivered as role based Legion Packs that connect agents, models and data across existing systems under human approval, deployable from cloud to classified, air gapped and edge environments.
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71
Security first enterprise agent platform from the AI company Cohere, built for fully private deployment on premises, in a virtual private cloud, or in air gapped environments.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 8 more. No documented coverage on Browser & Computer Use and Memory & State Persistence.
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72
DronaHQ, a low code vendor, offers an agentic platform whose agents choose from 1,000+ tools and MCP servers, start on webhooks, schedules and 145+ app events, and are tested with scored datasets and twelve reviewer types on a managed cloud.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 7 more. No documented coverage on Browser & Computer Use.
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73
Open source AI powered low code platform with a no code AI Agent Builder that embeds LLM agents into governed enterprise workflows, deployable on premise or in any cloud.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 7 more. No documented coverage on Browser / Computer-use.
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77
Enterprise internal app platform whose Clark AI agent generates production apps from natural language inside existing user permissions, with a knowledge graph, user preference memory and three deployment models including full cloud prem.
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81
Open-source multi-agent framework that gives its agent a full Linux container with desktop and browser, subordinate agents, persistent memory, and scheduled tasks.
Full coverage on Browser & Computer Use and Model Flexibility & Routing and 6 more. No documented coverage on Security, Identity & Governance.
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82
All in one no and low code platform to build, deploy, and scale enterprise agentic AI, grounded in a Knowledge Graph and RAG, with model agnostic execution and ISO certified SaaS, private cloud or on premises deployment.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 7 more. No documented coverage on Browser / Computer-use and Memory & State Persistence.
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84
Intelligent Content Management platform whose Box Agent reasons over a company's unstructured content to search, analyze, and generate files across multi step tasks, paired with the Box AI Studio agent builder, all grounded in authorized content with enterprise security, model choice, and an MCP server.
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85
Celigo is an integration platform, integrator.io, where AI agents run inside the same flows, APIs and EDI processes that already move a company's data. Agents follow instructions, call tools and MCP servers to act in connected systems, pass through PII and moderation guardrails, and leave execution logs, while Ora builds and fixes flows from plain language.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 7 more. No documented coverage on Browser / Computer-use and Memory & State Persistence.
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86
CodeWords, from Agemo AI, turns a plain language description of a recurring job into a deployed automation or AI agent: its builder agent Cody plans the work, writes the code, connects tools from more than 3,000 integrations, tests and debugs it, and runs it on a schedule, a trigger or a request. Workflows can drive a cloud browser, answer on WhatsApp and Slack, and be built from Claude, ChatGPT or any MCP client.
Full coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 7 more. No documented coverage on Deployment & Data Residency and Security, Identity & Governance.
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87
Domo is a cloud data platform, now part of Progress Software, that connects more than 1,000 data sources and lets teams build AI agents on that governed data. Agent Catalyst agents run inside Domo Workflows, read DataSets and documents, call functions that act in other systems, and hand work to people through task queues and approvals.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 7 more. No documented coverage on Browser / Computer-use and Memory & State Persistence.
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88
Flozic, from Appy Pie, builds AI agents from a plain English prompt that reason and act across 1,000+ app integrations, in four types: autonomous agents for back office workflows, conversational agents for chat channels, voice agents on Twilio phone lines, and computer use agents that click through websites and desktop apps without an API. Agents run on app events, schedules, webhooks and inbound email, and a universal MCP endpoint connects Claude, ChatGPT and Cursor to its apps.
Full coverage on Browser / Computer-use and Model Flexibility & Routing and 6 more. No documented coverage on Deployment & Data Residency.
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89
No code builder for enterprise customer experience AI agents from Reliance Jio owned Haptik, spanning web, chat, and voice across more than a hundred languages and channels.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 7 more. No documented coverage on Browser & Computer Use and Memory & State Persistence.
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91
Agentic security automation platform (Turbine) whose Hero AI agents work inside customer built playbooks, with explicit approval before state changing actions, a reasoning chain per investigation, per agent model choice including BYOM, and cloud, on premises or air gapped deployment.
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92
Open source internal tools platform whose self hosted edition adds an agent builder: an AI agent node that picks its own tools inside visual workflows, woken by webhooks, schedules or app events, with SSO, RBAC and air gapped deployment.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 6 more. No documented coverage on Browser & Computer Use.
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93
Workflow automation platform connecting 9,000+ apps, with goal-directed Zapier Agents, an MCP server, and enterprise governance controls.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 8 more. No documented coverage on Browser & Computer Use and Deployment & Data Residency and 1 more.
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96
Bika.ai is a workspace for running a small company with a team of AI agents, combining agents with skillsets and MCP servers, automations, spreadsheet style databases, dashboards and documents in one space. Agents read and write the space's data, publish posts and call outside APIs, automations run on schedules, webhooks, emails and record changes, and 145 installable templates package ready made agentic apps.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 5 more. No documented coverage on Browser / Computer-use.
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97
Threat intelligence and security operations platform whose Quarterback AI agents research threats, triage alerts and vulnerabilities, write detections and map attack flows under customer defined approvals, with Orchestrate playbooks, an open source MCP server and cloud, on premises or air gapped deployment.
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98
GoInsight.AI, from AirDroid maker Sand Studio, is an AI automation and collaboration workbench where teams build visual workflows that combine Agent nodes calling tools, LLM and knowledge retrieval nodes, connectors to CRM, ticketing and ERP systems, and HTTP calls. Workflows pause for human review through interactive forms, run on schedules or by API, and every AI call and run is logged inside a role based workspace.
Full coverage on Model Flexibility & Routing and Prebuilt Agents / Templates / Packs and 5 more. No documented coverage on Browser / Computer-use.
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100
No code platform to build, deploy and monetize custom AI agents: a visual builder with a vector knowledge base, 500+ action integrations, 50+ models and one line embeds, plus branded portals with Stripe billing and access control.
Full coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 6 more. No documented coverage on Browser / Computer-use and Deployment & Data Residency.
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101
Desktop browser for macOS and Windows with built in AI companions that work in the user's signed in tabs. They research, fill forms, source leads and candidates, draft outreach and update connected apps such as Gmail, HubSpot and Ashby. Companions remember context, run routines on schedules or app events, split large jobs across parallel sub agents, and ask before actions the user has not cleared. Nine ready made companions cover sales, recruiting, marketing and more. Free with 500 credits a month, paid plans from $20.
Full coverage on Browser / Computer-use and Model Flexibility & Routing and 7 more. No documented coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 1 more.
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102
AI-native workspace and no-code builder with autonomous Plan & Execute agents and multi-agent teams.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 7 more. No documented coverage on Browser & Computer Use and Testing, Debugging & Optimization and 1 more.
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103
Neuro symbolic revenue operations agents that correct pipeline drift, prep sales meetings and clean CRM data, deployable in your own cloud with human review before anything is sent.
Full coverage on Triggers & Channel Coverage and Prebuilt Agents, Templates & Packs and 6 more. No documented coverage on Browser & Computer Use and Memory & State Persistence.
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104
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106
No code app platform whose AI Agent Builder runs tool using agents over 200+ data sources and apps, inside workflows, app chat or Slack, Teams and email, with a template gallery, model choice and on premise deployment.
Full coverage on Model Flexibility & Routing and Prebuilt Agents, Templates & Packs and 4 more. No documented coverage on Browser & Computer Use.
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107
No code platform to hire AI employees from a prompt that run support, sales, and ops across WhatsApp, Slack, voice, web, and email with shared memory.
Full coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 5 more. No documented coverage on Prebuilt Agents / Templates / Packs and Deployment & Data Residency.
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108
Kenyt builds conversational agents for customer support, sales and employee services. Its workflow builder combines intent recognition, generated responses, business rules and API actions to handle tasks such as appointments, payments and ticket routing. Customers can adapt prebuilt flows, ground answers in their content and test responses before launch. Human teams can approve drafts and take over conversations. The commercial offering includes self managed accounts, managed services and bundles combining agents with CRM, service desk seats and campaigns.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 6 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing and 1 more.
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110
MindPal is a no code platform for building AI agents and multi agent workflows that run on a business's own knowledge and connect to Gmail, Slack, Notion and other apps. Workflows chain agents with routers, loops, orchestrator and evaluator nodes and human input steps, run on schedules or by API, and publish as branded chatbots, forms and embeds.
Full coverage on Model Flexibility & Routing and Prebuilt Agents / Templates / Packs and 5 more. No documented coverage on Browser / Computer-use and Deployment & Data Residency.
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111
Multi-agent orchestration platform that assembles a coordinated team of AI agents from a plain-language prompt to execute work across 3,000+ tools with governance and audit trails.
Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 6 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 1 more.
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114
AI persona and memory platform: personas trained on an organization's own content, each with segregated memory, working in messages, channels, SMS and voice on Autopilot or Copilot, with a documented API, now positioned as a telco-optimized stack for agents on the carrier network.
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115
Orchestration and governance platform that maps processes with an AI interviewer, runs people, AI agents and RPA robots in governed workflows, and uses Guardian Agents to catch and roll back failing automations.
Full coverage on Testing, Debugging & Optimization and Prebuilt Agents / Templates / Packs and 7 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 2 more.
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116
Mature enterprise agentic AI platform for the contact center, pairing a low code agent builder with LLM orchestration that routes each step of an interaction to a chosen model, output control, and omnichannel reach at massive scale.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 5 more. No documented coverage on Browser & Computer Use and Deployment & Data Residency.
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117
Agentic website platform whose AI agents build, host and manage websites, apps and online stores, including WordPress and WooCommerce sites, from a prompt, a URL clone or a Figma import through post launch care.
Full coverage on APIs / SDKs / MCP Extensibility and Prebuilt Agents / Templates / Packs and 4 more. No documented coverage on Browser / Computer-use and Memory & State Persistence.
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118
Process intelligence platform whose AgentC suite and Celonis Context Model give AI agents the business context to analyze, design, and operate autonomous enterprise processes.
Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 6 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing and 2 more.
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119
Desktop app from Imbue, an AI research lab working on verifying the correctness of AI generated code, for running parallel coding agents, each in its own isolated git worktree, with every change reviewed by the developer before it is merged.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 4 more. No documented coverage on Browser & Computer Use and Memory & State Persistence.
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120
Agentic process automation platform whose Knowledge Processing Unit turns any model into deterministic, auditable digital workers that business users build in natural language for regulated, document heavy workflows.
Full coverage on Model Flexibility & Routing and Deployment & Data Residency and 3 more. No documented coverage on APIs, SDKs & MCP Extensibility.
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121
AI-native workspace where teams centralize work and deploy AI coworkers, with twenty named integrations, five workspace templates, SSO and SCIM, a full audit trail over AI actions, and deployment in the customer's own VPC.
Full coverage on Triggers & Channel Coverage and Prebuilt Agents / Templates / Packs and 5 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 1 more.
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122
Enterprise AI knowledge assistant and no code agent platform grounded in company data. Connects 100+ apps with permission aware retrieval, model choice, and citations. Now part of Workday.
Full coverage on Model Flexibility & Routing and Prebuilt Agents, Templates & Packs and 5 more. No documented coverage on Browser & Computer Use and Testing, Debugging & Optimization and 1 more.
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123
Swedish AI automation company whose Automation AI builds, runs and repairs workflows from plain English, and whose Automation Orchestration gives one control plane over RPA robots and AI agents from UiPath, Blue Prism, Automation Anywhere and others.
Full coverage on Deployment & Data Residency and Observability & Auditability and 3 more. No documented coverage on Memory & State Persistence.
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124
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125
Automation platform for AI agent runs: markdown runbooks executed in managed sandboxes with a chosen agent and model, scored by code checks, checklists and LLM judges, with every step recorded.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 5 more. No documented coverage on Browser / Computer-use and Memory & State Persistence and 2 more.
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126
No-code platform for AI workers: agents built from a plain-language brief that run on schedules, events, email or API, with 1,000+ integrations, MCP servers, memory, a virtual computer and worker orchestration.
Full coverage on APIs, SDKs & MCP Extensibility and Triggers & Channel Coverage and 3 more. No documented coverage on Model Flexibility & Routing and Deployment & Data Residency.
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127
Natural language IDE for building AI agents as text-first WordApps that deploy as APIs. Now maintained as Wordware v1 while the company's main product is Sauna, an assistant built for compounding context.
Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 5 more. No documented coverage on Browser & Computer Use and Deployment & Data Residency and 2 more.
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128
Enterprise agentic workflow platform that runs business processes end to end through a seven-step planning-and-execution architecture, with a planning agent, MCP and RAG tool invocation, shared memory, and human escalation, built for regulated industries.
Full coverage on Triggers & Channel Coverage and Observability & Auditability and 3 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 1 more.
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129
Agentic AI CRM for eCommerce that consolidates marketing and support: 100+ prebuilt AI commerce agents plus an Agent Studio to build your own, deployed across WhatsApp, Instagram, web, Messenger, SMS and email with a deep Shopify integration and a public REST API.
Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 3 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing and 1 more.
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131
Open-source, self-hosted personal AI over your own documents, with custom agents, scheduled research automations and local model support. Hosted cloud sunset April 2026.
Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 2 more. No documented coverage on Browser & Computer Use and Testing, Debugging & Optimization and 1 more.
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132
AI-native workspace for group benefits: extraction agents turn plan documents, contracts and proposals into a normalized source of truth, then generate the guides, microsites, comparisons and campaigns for a plan year, with a 24/7 benefits assistant answering members from the employer's own plan documents.
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133
No code platform to build, test, and publish AI agents that live natively on WhatsApp, grounded in your store and docs, with API and MCP tool calling and human handoff.
Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 3 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing and 2 more.
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134
AI agent supervision platform, in the category Gartner calls guardian agents, that connects to agents built anywhere to monitor, score and evaluate every interaction for the non-technical business owners accountable for them.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 2 more. No documented coverage on Browser & Computer Use and Prebuilt Agents, Templates & Packs and 1 more.
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135
On premise AI appliance that runs large language models, secure retrieval, and agents entirely on a local device, giving regulated teams generative AI with no cloud and data sovereignty.
Full coverage on Model Flexibility & Routing and Deployment & Data Residency and 1 more. No documented coverage on Browser & Computer Use and Testing, Debugging & Optimization and 1 more.
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136
Managed private deployment of Claude Cowork and Code inside the customer's own AWS or Azure account for regulated industries, with permission aware retrieval, read and write connectors and agents built on Dify.
Full coverage on Deployment & Data Residency and Observability & Auditability and 3 more. No documented coverage on Browser & Computer Use and Testing, Debugging & Optimization and 3 more.
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137
Platform to hire autonomous AI workers from a role marketplace, each with its own email, long-term memory, scheduled tasks and per-worker tool and messaging permissions, working across email, WhatsApp and Slack.
Full coverage on Triggers & Channel Coverage and Prebuilt Agents / Templates / Packs and 3 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 3 more.
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138
Stepper, from Paperform, builds workflow automations from a plain language description, combining a conversational AI builder with a visual editor, reusable components and triggers and actions across 489 apps. Skill Sets bundle those authenticated actions into scoped toolkits that Claude, Cursor, any MCP client or the stpr command line tool can call, with locked parameters and a log of every call.
Full coverage on Model Flexibility & Routing and Triggers & Channel Coverage and 2 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 2 more.
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141
No code platform for building and running AI agents, with a published REST API, Python SDK and knowledge bases fed from documents, web files or a customer database, sold alongside a fully managed agentic AI service.
Full coverage on APIs / SDKs / MCP Extensibility and Deployment & Data Residency and 2 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 4 more.
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142
Hostinger's AI app and website builder, formerly Horizons, with Manual and Agentic modes that turn plain language, images or voice into a deployed web app or store, with hosting, domain, SSL and an integrated backend bundled into one plan.
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143
Lending technology firm whose pennApps Agentic AI Studio builds and deploys domain aligned agents for KYC, underwriting, servicing, and collections, with enterprise governance and 20+ Indian language voice agents.
Full coverage on Prebuilt Agents / Templates / Packs and Human Oversight & Guardrails and 2 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 4 more.
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144
Enterprise agentic AI platform for building no code vertical agents over documents and content, with air gapped deployment and multi LLM accuracy.
Full coverage on Deployment & Data Residency and Observability & Auditability and 2 more. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 4 more.
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145
Privacy first AI automation platform whose desktop agent learns how a team works from system events and anonymized network traffic, then proactively generates executable automations for human review, with no prompts or manual setup.
Full coverage on Human Oversight & Guardrails. No documented coverage on Browser / Computer-use and Testing, Debugging & Optimization and 7 more.
Also in this category, awaiting capability research (1)
Recent verified changes in this category
This ranking recomputes from verified capability research rather than opinion, so it moves when the underlying evidence moves. These are the most recent sourced change log entries for the vendors ranked highest here, newest first, one per vendor.
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FLOWX.AI deployment / data residency
Low impactFlowX.AI 5.9.6, a maintenance release on the 5.9 long term support line, ships the document parser with its layout, table and OCR models built into the image. Nothing downloads at startup or on the first parse, so the parser works without internet access and on a read only filesystem.
October 20, 2026 · Partially Verified · All FLOWX.AI changes
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StackAI integrations
Low impactThe mid October StackAI release adds a broad set of integrations, among them Akeyless and Keeper secrets management with Keeper SCIM provisioning, Chatwoot, Jamf Pro and Egnyte file triggers, plus an action to approve GitHub pull requests. Salesforce, Coupa and QuickBooks MCP connections can now use StackAI managed OAuth without registering an app, and custom MCP connections accept a custom header name for API key authentication. Workflow, Agent Builder and Interface also now share one autosaving draft engine with version history.
October 16, 2026 · Verified · All StackAI changes
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Microsoft agent capability
High impactAgent accounts in Copilot Studio let agents work in Microsoft 365 with their own credentials, so people can assign them work in Teams and Outlook, mention them in Word, Excel and PowerPoint comments, and hand off tasks the agent continues between interactions. Tools run under the agent's own approved credentials and scoped permissions rather than a user's or maker's, and agents keep business process memory across the people they work with.
October 15, 2026 · Verified · All Microsoft changes
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GPTBots workflow orchestration
Medium impactIn GWork V1.0.32, the GPTBots workspace app, a user can mention task B with @ inside task A, and the agent pulls information from B or assigns work to B and receives the results. Task B shows the record too, with states that mark whether it is running or idle. The same release lets a project give the agent access to several folder paths and lets the agent read, summarize and reply to email from several work accounts in the new My Space.
October 14, 2026 · Partially Verified · All GPTBots changes
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Base44 agent capability
Medium impactSocial content in Base44 can now publish posts for the user instead of only drafting them. Users connect LinkedIn, an Instagram business account or a Facebook page, choose how much it does on its own, and plan posts on a calendar that suggests when to publish.
October 13, 2026 · Verified · All Base44 changes
Full change log · updated weekly across the whole index
How this ranking works. Each vendor's Agentic Index coverage score is the sum of its verified feature scores across the 14 buyer facing capabilities in the Agentic Index taxonomy, researched from public sources. Full support counts 1.0, partial support counts 0.5, and ties are broken alphabetically. A low score means less documented coverage in public materials, not a definitive absence of capability. The buyer need block above is computed from the same scores, taking the subset of criteria each need depends on. No vendor pays for placement.