Alternatives to Metorial
Compare Metorial alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Metorial in 2026. Compare features, ratings, user reviews, pricing, and more from Metorial competitors and alternatives in order to make an informed decision for your business.
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1
Gemini platform
Google
Gemini platform is an enterprise AI development and machine learning platform from Google Cloud that enables organizations to build, customize, deploy, and manage AI agents and intelligent applications. Formerly known as Vertex AI, the platform provides access to more than 200 foundation models from Google, third-party providers, and open-source communities. Its Agent Studio and Agent Development Kit allow developers to create autonomous agents, design multistep workflows, and integrate artificial intelligence with enterprise data and external tools. The platform also supports custom model training, fine-tuning, machine learning pipelines, model evaluation, and scalable inference infrastructure. Enterprise capabilities include agent identity management, centralized governance, security policies, persistent memory, and monitoring tools for evaluating agent performance. Gemini platform integrates with BigQuery, Google Antigravity, Google Cloud infrastructure, and developer frameworks to support generative AI applications, predictive analytics, and automated business workflows. -
2
StackAI
StackAI
StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large, regulated organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls • Publish AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing • Deploy in multi-tenant cloud, dedicated cloud, private cloud, or on-premise -
3
Scout Monitoring
Scout Monitoring
Scout Monitoring is Application Performance Monitoring (APM) that finds what you can't see in charts. Scout APM is application performance monitoring that streamlines troubleshooting by helping developers find and fix performance issues before customers ever see them. With real-time alerting, a developer-centric UI, and tracing logic that ties bottlenecks directly to source code, Scout APM helps you spend less time debugging and more time building a great product. Quickly identify, prioritize, and resolve performance problems – memory bloat, N+1 queries, slow database queries, and more – with an agent that instruments the dependencies you need at a fraction of the overhead. Scout APM is built for developers, by developers, and monitors Ruby, PHP, Python, Node.js, and Elixir applications. -
4
LiveContext
LiveContext
LiveContext is an AI workflow and agent platform. Describe a job in chat and the AI builds a workflow you can read: a visual graph of triggers, 1000+ API integrations, tables, decisions, loops and agent steps. The model builds the workflow, it does not run it, so executions are predictable, cheaper in tokens and fully observable. Where you want judgment, add an AI agent node with scoped tools and a spending budget. Workflows power small web apps your team can use, run on schedules, webhooks, forms or chat, and can be called by other agents as tools. Built-in tables store your data, every run is traced node by node, and each agent has its own metrics and credit budget. LiveContext also exposes its workflows, tables and integrations as an MCP server. Available as a cloud service with a free plan, and as a self-hosted Community Edition (source-available, LiveContext Sustainable Use License). -
5
TraceRoot.AI
TraceRoot.AI
TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests. It offers interactive trace exploration with zoomable log clusters, span and latency views, and code-linked insights. Lightweight SDKs for Python and TypeScript enable seamless instrumentation using OpenTelemetry, with support for both self-hosted and cloud deployment. Human-in-the-loop interaction is central: developers can guide reasoning by selecting relevant spans or logs, then verify agent reasoning through traceable context.Starting Price: $49 per month -
6
telemetry.dev
telemetry.dev
telemetry.dev is an OpenTelemetry-native observability platform for AI agents and LLM applications. Developers can trace model calls, tool steps, retrievals, logs, and metrics; inspect failures, latency, token usage, and estimated cost; and compare activity by model, provider, and environment. It supports first-party TypeScript and Python SDKs, provider and framework integrations, and standard OTLP/HTTP ingest. Environment-level capture controls, SDK masking, and server-side redaction help teams manage stored prompt, response, and telemetry content.Starting Price: $0/month -
7
FloTorch
FloTorch
FloTorch is an enterprise platform designed for teams to securely and rapidly build, deploy, and scale agentic workflows. It accelerates the journey from prototyping to production by providing highly scalable, pluggable endpoints. The platform incorporates built-in observability, evaluation, and automated request routing to ensure that agents are performant and optimized for cost, latency, and throughput. With FloTorch you can Evaluate and optimize your workflows against your own specific performance metrics for cost, latency, and throughput. Use agentic assets in multiple ways—from no-code interfaces to SDKs and assistants. Plug and play models seamlessly without changing your existing workflows Gain full visibility with built-in observability and tracing -
8
Prefect
Prefect
Prefect is a workflow orchestration and automation platform designed for the modern context-driven era. It enables teams to turn Python functions into production-ready workflows with minimal effort. Prefect provides open-source foundations alongside managed platforms for enterprise-scale automation. The platform supports building and orchestrating data pipelines, workflows, and AI applications with full observability. Prefect Cloud offers managed orchestration with autoscaling, enterprise authentication, and built-in governance. Prefect Horizon extends automation to AI infrastructure by enabling deployment of MCP servers for AI agents. Trusted by leading organizations, Prefect helps teams scale automation without operational complexity. -
9
Whenever
Wix
Whenever is a hosted workflow automation platform for teams and developers. Describe a process in plain language or build it with a coding agent, and the platform creates a TypeScript workflow that can be reviewed, tested, edited, and exported. Workflows combine scheduled, webhook, app-event, or on-demand triggers with connected services, custom API calls, fixed logic, and optional AI steps or agent loops. Run history records step-level inputs, outputs, and errors, with workflow versioning and managed credentials. Automations support use cases such as syncing CRM leads, logging payments, routing expense claims, and generating reports. A web app supports visual building, while an MCP server lets compatible coding assistants create and deploy workflows to Whenever’s hosted runtime.Starting Price: $39/month -
10
Quickwork
Quickwork
Enterprises use Quickwork to build simple and complex workflows, create and publish secure APIs, and manage conversational interactions with customers, employees, and partners to provide a great user experience. Quickwork provides an all-in-one platform with the tools and services you need to build powerful & scalable integrations, serverless APIs, conversational experiences, and a lot more. Simply drag and drop the applications you wish to use to build powerful integrations without writing a single line of code. Choose from 1,000s of business, consumer, AI, analytics, messaging, and IoT apps to create an automated workflow you can imagine. Convert any workflow into an API with Quickwork’s single-click API management. Share your APIs securely with built-in authentication mechanisms and scale elastically with our serverless infrastructure. Build and manage real-time conversational and messaging workflows with human agents, chatbots, and IoT devices across multiple channels.Starting Price: $20 per month -
11
Dynamiq
Dynamiq
Dynamiq is a platform built for engineers and data scientists to build, deploy, test, monitor and fine-tune Large Language Models for any use case the enterprise wants to tackle. Key features: 🛠️ Workflows: Build GenAI workflows in a low-code interface to automate tasks at scale 🧠 Knowledge & RAG: Create custom RAG knowledge bases and deploy vector DBs in minutes 🤖 Agents Ops: Create custom LLM agents to solve complex task and connect them to your internal APIs 📈 Observability: Log all interactions, use large-scale LLM quality evaluations 🦺 Guardrails: Precise and reliable LLM outputs with pre-built validators, detection of sensitive content, and data leak prevention 📻 Fine-tuning: Fine-tune proprietary LLM models to make them your ownStarting Price: $125/month -
12
SenseLab
SenseLab
SenseLab is a cloud-based memory and learning layer for AI agents and agent-driven applications. It provides shared knowledge spaces (“Rooms”) where agents and teams can record, retrieve, and share context across sessions, models, and tools. Agents can store findings, decision context, and outcomes; the service maintains versioned records and uses outcome feedback to adjust confidence in knowledge. SenseLab provides an MCP server and Python and TypeScript SDKs for connecting agent clients and applications through API-key access. Teams can use it to carry context between agents, coordinate work, review decision histories, and retain structured traces for evaluation or model-training workflows. It is intended for developers and organizations building systems with multiple AI agents. The vendor also documents a self-hosting option through its open-source codebase.Starting Price: $29/month -
13
Base AI
Base AI
The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic pipes, tools, and memory. Deploy serverless with one command. Developers use Base AI to develop high-quality AI agents with memory (RAG) using TypeScript and then deploy serverless as a highly scalable API using Langbase (creators of Base AI). Base AI is web-first with TypeScript support and a familiar RESTful API. Integrate AI into your web stack as easily as adding a React component or API route, whether you're using Next.js, Vue, or vanilla Node.js. With most AI use cases on the web, Base AI helps you ship AI features faster. Develop AI features on your machine with zero cloud costs. Git integrates out of the box, so you can branch and merge AI models like code. Complete observability logs let you debug AI-like JavaScript, and trace decisions, data points, and outputs. It's like Chrome DevTools for your AI.Starting Price: Free -
14
ToolSDK.ai
ToolSDK.ai
ToolSDK.ai is a free TypeScript SDK and marketplace that accelerates building agentic AI applications by providing instant access to over 5,300+ MCP (Model Context Protocol) servers and composable tools with one line of code, enabling developers to wire up real-world workflows combining language models with external systems. The platform exposes a unified client for loading packaged MCP servers (e.g., search, email, CRM, task management, storage, analytics) and converting them into OpenAI-compatible tools, handling authentication, invocation, and result orchestration so assistants can call, compare, and act on live data from services like Gmail, Salesforce, Google Drive, ClickUp, Notion, Slack, GitHub, analytics platforms, and custom web search or automation endpoints. It includes example quick-start integrations, supports metadata and conditional logic in multi-step orchestrations, and makes scaling to parallel agents and complex pipelines straightforward.Starting Price: Free -
15
n8n
n8n
n8n is a workflow automation and AI agent orchestration platform that enables businesses to connect applications, automate processes, and build intelligent workflows with minimal coding. The platform provides a visual workflow builder that allows users to create multi-step automations using triggers, conditional logic, data transformations, and integrations with hundreds of applications. Its AI capabilities support the creation of autonomous agents, retrieval-augmented generation workflows, and intelligent assistants that interact with external tools and data sources. Developers can incorporate custom JavaScript or Python code, HTTP API requests, webhooks, and Model Context Protocol integrations to extend automation functionality. n8n includes workflow execution monitoring, error handling, version history, human approval steps, and enterprise security controls for managing production automations.Starting Price: $20 per month -
16
LangChain
LangChain
LangChain is a powerful, composable framework designed for building, running, and managing applications powered by large language models (LLMs). It offers an array of tools for creating context-aware, reasoning applications, allowing businesses to leverage their own data and APIs to enhance functionality. LangChain’s suite includes LangGraph for orchestrating agent-driven workflows, and LangSmith for agent observability and performance management. Whether you're building prototypes or scaling full applications, LangChain offers the flexibility and tools needed to optimize the LLM lifecycle, with seamless integrations and fault-tolerant scalability. -
17
ZizkaDB
Zizka AI SL
ZizkaDB by Zizka AI is an operational intelligence database for production AI agents. The platform helps teams understand why an agent behaved a certain way by capturing decisions, causal lineage, session replay, and behavioral drift. ZizkaDB gives developers tools to replay agent sessions end to end, compare behavior against a baseline, and detect regressions before users notice. It supports Python SDK, TypeScript SDK, Cursor MCP, native tools, REST API, open source self-hosting, and managed cloud deployment. Teams can use ZizkaDB to investigate prompt changes, skipped tool policies, inconsistent answers, and costly retry loops. Built for AI engineering teams, ZizkaDB helps debug production agents faster and improve agent reliability with clearer operational visibility.Starting Price: Free -
18
AgentPass.ai
AgentPass.ai
AgentPass.ai is a secure platform designed to facilitate the deployment of AI agents in enterprise environments by providing production-ready Model Context Protocol (MCP) servers. It allows users to set up fully hosted MCP servers without the need for coding, incorporating built-in features such as user authentication, authorization, and access control. Developers can convert OpenAPI specifications into MCP-compatible tool definitions, enabling the management of complex API ecosystems through nested structures. AgentPass.ai also offers observability features like analytics, audit logs, and performance monitoring, and supports multi-tenant architecture for managing multiple environments. By utilizing AgentPass.ai, organizations can safely scale AI automation while maintaining centralized oversight and compliance across their AI agent deployments.Starting Price: $99 per month -
19
Nurix
Nurix
Nurix AI is a Bengaluru-based company specializing in the development of custom AI agents designed to automate and enhance enterprise workflows across various sectors, including sales and customer support. Nurix AI's platform integrates seamlessly with existing enterprise systems, enabling AI agents to execute complex tasks autonomously, provide real-time responses, and make intelligent decisions without constant human oversight. A standout feature is their proprietary voice-to-voice model, which supports low-latency, human-like conversations in multiple languages, enhancing customer interactions. Nurix AI offers tailored AI services for startups, providing end-to-end solutions to build and scale AI products without the need for extensive in-house teams. Their expertise encompasses large language models, cloud integration, inference, and model training, ensuring that clients receive reliable and enterprise-ready AI solutions. -
20
Ornold
Ornold
Ornold is an MCP server for AI-powered browser automation, giving AI agents full control over anti-detect browsers through an open protocol. It is built for browser automation at scale, combining vision-first interaction, automatic CAPTCHA solving, parallel multi-browser execution, human-like behavior, and recovery tools in one system. Instead of relying on fragile CSS selectors or XPath, Ornold’s vision mode captures screenshots, analyzes pages like a human, detects interactive elements with pixel-precise coordinates, and clicks by normalized coordinates, making automations more resilient when layouts change. It connects to browser profiles through Chrome DevTools Protocol and works with anti-detect browsers such as Dolphin Anty, Octo Browser, Linken Sphere, AdsPower, Multilogin, GoLogin, Incogniton, Vision, Undetectable, MoreLogin, Indigo, and any CDP-compatible browser.Starting Price: $29 per month -
21
VocalLabs
VocalLabs
VocalLabs builds and runs the voice AI engine behind human-like AI voice agents for sales calls, customer support, lead qualification, collections and surveys. Businesses automate inbound and outbound calls over phone, web and mobile, and partners launch their own voice AI brand on the platform. It is white-label end to end: your logo on the console, your domain on the calls and your name on the reports, with multi-tenant client isolation and per-minute and per-seat billing. Calls run on numbers in 50+ countries over SIP, WebRTC and PSTN with 99.9% uptime, automatic failover and auto-scaling. Route any call to OpenAI, Deepgram, ElevenLabs or your own models, and split live traffic between providers. Developers get REST APIs, webhooks, JavaScript/TypeScript/Python SDKs and an MCP server for Claude, Cursor and VS Code Copilot. -
22
Outcrawl
Aeonmind LLC
Outcrawl is a hosted web-data and browser infrastructure service for developers building AI agents and data pipelines. Its API and developer tools can scrape individual URLs into Markdown or structured JSON, crawl websites, search the web and return page content, launch cloud browsers over the Chrome DevTools Protocol, and run browser-agent tasks. A shared credit balance covers these capabilities, with usage-based costs varying by operation. Developers can access the service through TypeScript and Python SDKs, a command-line interface, or an MCP server, and connect browser sessions using Playwright over CDP. Browser sessions and agent runs can be recorded for step-by-step replay. The service supports automated research, web-data collection, browser-based workflows, and agent tasks that interact with websites.Starting Price: $49/month -
23
Phonic
Phonic.ai
Phonic is an AI-powered voice agent platform that enables businesses to build and deploy natural, real-time conversational assistants for phone calls and other voice interactions. Its Phonic-1 speech-to-speech model processes spoken audio directly, allowing agents to understand tone, hesitation, and conversational context without relying on separate transcription and text-to-speech systems. The platform delivers responses in approximately 600 milliseconds and supports more than 50 languages with seamless language switching during conversations. Its AI agents can execute tool calls while a person is still speaking, enabling real-time information retrieval, workflow automation, and task completion. Developers can create and manage voice agents using APIs, Python and TypeScript SDKs, a command-line interface, or a no-code agent builder. Phonic also provides conversation monitoring, enterprise security controls, and flexible cloud, private infrastructure, and self-hosted deployment options -
24
Flow-Like
TM9657 GmbH
Flow-Like is an open-source, typed, local-first workflow automation engine for building and executing automation and AI workflows in self-hosted or offline environments. It combines visual, graph-based workflows with strong typing and deterministic execution, making complex systems easier to understand, validate, and maintain. Unlike many workflow tools that rely on untyped JSON, cloud-only backends, or opaque runtime behavior, Flow-Like makes data flow and execution explicit and inspectable. Workflows can run locally, on private servers, in containers, or in Kubernetes without changing semantics. The core runtime is written in Rust for performance, safety, and portability. Flow-Like supports event-driven automation, data processing, document ingestion, and AI pipelines, including typed agent and RAG workflows using local or hosted models. It is designed for developers and organizations that need reliable automation with full control over infrastructure and data.Starting Price: $9.99/month -
25
Bytebot
Bytebot
Bytebot is a desktop agent platform that automates real work by using computers the same way a human does. It spins up a fresh, sandboxed desktop in the cloud and completes tasks by clicking, typing, and navigating apps through the user interface. Bytebot works across any software because it interacts directly with the screen, keyboard, and mouse. Users can scale from a single agent to hundreds running in parallel. The platform includes a full computer environment with a browser, file system, terminal, and code editor. Bytebot supports guided recovery, allowing users to step in and resume tasks if needed. It provides detailed logs and screenshots for full transparency and control.Starting Price: Free -
26
Orby
Orby
Orby’s enterprise AI automation fundamentally transforms the way your teams perform, empowering enterprise efficiency and automation at scale. Orby’s Generative Process Automation (GPA) dramatically increases the scope and breadth of what can be automated, and significantly decreases the cost and complexity of enterprise automation, reducing time-to-value from months to minutes. Orby’s enterprise-purposed foundation model can understand context, and reason, and make intelligent decisions, learning from and operating the same as your most experienced and efficient team members. Orby’s generative AI platform is the only solution available today that combines a multimodal Large Action Model (LAM) and sophisticated AI agents with state-of-the-art neuro-symbolic programming. Seamlessly observes the process as it’s being performed, with no manual intervention. AI Agent learns all required steps and applications, and documents interdependencies. -
27
Thread AI
Thread AI
Thread AI’s Lemma is a composable AI orchestration platform that lets organizations build, connect, and manage secure, scalable AI-powered workflows and agents to automate complex, mission-critical processes without reinventing infrastructure. It provides builder-friendly interfaces, low-code building blocks, SDKs and APIs for engineering teams, and centralized observability and traceability for all workflows, enabling drag-and-drop creation of reusable AI “Workers” that integrate models, functions, and data from structured or unstructured sources. Lemma prioritizes security and compliance with enterprise-grade safeguards, including AES-256 encryption at rest, TLS in transit, governance controls, and configurable workflow guardrails to strip or redact sensitive data, while supporting on-cloud or on-premise deployment and automatic vulnerability scanning. -
28
Strands Agents
Strands Agents
Strands Agents is an open-source framework designed to help developers build controllable and flexible AI agents using Python and TypeScript. It enables users to create agents by defining tools as simple functions, eliminating the need for complex workflows or orchestration pipelines. The SDK works with any model and cloud provider, giving developers full freedom in how they deploy and scale their agents. It introduces a streamlined agent loop where the model handles reasoning while developers maintain control through code. Features like steering hooks allow developers to validate and guide agent behavior before and after actions are taken. The platform also includes built-in capabilities such as memory management, observability, and evaluation tools. Overall, Strands Agents SDK simplifies agent development while improving reliability, control, and performance.Starting Price: Free -
29
Agentic Commerce Protocol (ACP)
Agentic Commerce Protocol
Agentic Commerce is a developer-centric platform for creating intelligent, AI-powered shopping experiences that act like autonomous sales agents to guide customers through discovery, search, product selection, and conversion across digital commerce channels. It provides tools, APIs, and modular components that help teams embed natural language understanding, personalized recommendations, adaptive search, and conversational interfaces directly into their storefronts or apps, enabling shoppers to interact with sites using human-like language and intent. It supports automated personalization that dynamically adjusts content and suggestions based on real-time behavior, visitor signals, and business rules, reducing friction and improving relevance without manual merchandising. Built for flexibility and scale, Agentic Commerce enables integration with existing ecommerce systems and data sources so developers can extend functionality and track performance.Starting Price: Free -
30
Twin
Twin Labs
Twin is an AI company builder that enables anyone to create fully autonomous agents capable of running real business operations. It allows users to design and deploy complex workflows in minutes without writing code or managing integrations. Twin focuses on operational tasks like sales, customer management, finance, logistics, and back-office processes rather than just software development. During its beta, users deployed over 100,000 autonomous agents, including systems that ran entire businesses independently. Twin automatically handles integrations, error recovery, and long-term maintenance behind the scenes. Its agents use advanced reasoning models for planning and efficient models for execution to keep costs low. Built as a cloud-native platform, Twin lets users launch and scale agents instantly with no setup required.Starting Price: €20/month -
31
Langflow
Langflow
Langflow is a low-code AI builder designed to create agentic and retrieval-augmented generation applications. It offers a visual interface that allows developers to construct complex AI workflows through drag-and-drop components, facilitating rapid experimentation and prototyping. The platform is Python-based and agnostic to any model, API, or database, enabling seamless integration with various tools and stacks. Langflow supports the development of intelligent chatbots, document analysis systems, and multi-agent applications. It provides features such as dynamic input variables, fine-tuning capabilities, and the ability to create custom components. Additionally, Langflow integrates with numerous services, including Cohere, Bing, Anthropic, HuggingFace, OpenAI, and Pinecone, among others. Developers can utilize pre-built components or code their own, enhancing flexibility in AI application development. The platform also offers a free cloud service for quick deployment and test -
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Automa
Automa
Automa AI Agent bridges the gap between generative AI and robotic process automation. It lets teams automate tasks across desktop and web applications without code. You get a central hub that combines large language models, private knowledge bases, and enterprise databases. Users can chain multi-step reasoning and tool calls into reusable workflows. You can upload documents to create a private knowledge base using RAG. The system then gives precise answers based on your internal data. The cognitive OCR and NLP features read and understand context within invoices and emails. Automa connects directly to essential business tools. For example, it integrates seamlessly with SAP, Salesforce, and Microsoft 365. You can type simple instructions or record clicks to build logic. This helps you create workflows with zero effort. The platform scales easily from individual users to global enterprises.Starting Price: $29/month/user -
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Mastra
Mastra AI
Mastra is an open-source TypeScript framework for building, deploying, and managing AI agents and intelligent applications. The platform provides tools for developing autonomous agents, orchestrating multistep workflows, managing persistent memory, and integrating large language models with external services. Its agent framework supports configurable instructions, tool calling, structured outputs, and connections to thousands of AI models through a unified model router. Developers can create durable workflows with conditional branches, retries, human approval steps, and the ability to pause and resume long-running tasks. Mastra also includes agent observability, performance evaluations, tracing, metrics, and debugging tools to help developers monitor and improve AI applications. The framework integrates with React, Next.js, Node.js, and other JavaScript environments, with options for standalone deployment, Mastra Cloud hosting, and enterprise infrastructure.Starting Price: Free -
34
VoltusWave
VoltusWave
VoltusWave is an enterprise AI agent workforce platform designed to move beyond isolated automation tools by combining intelligent agents with a full execution layer where they can operate end-to-end business processes. It provides a unified system where AI agents can read documents, make decisions, execute workflows, and escalate exceptions, all with full auditability and human override built in. It is powered by six interconnected engines, including process orchestration, rules enforcement, document generation, integration infrastructure, no-code application building, and a governed AI agent workforce, enabling organizations to run complex operations such as procure-to-pay or enterprise-to-cash cycles with minimal manual intervention. AI agents operate across these layers to handle documents, approvals, reconciliations, compliance checks, and customer interactions, while a rules engine ensures that every action follows predefined logic with version control and traceability. -
35
Dograh
Dograh
Dograh is an open source, self-hostable voice agent platform with a no-code workflow builder for creating production voice agents. Teams can choose their own inbound channels, speech-to-text, LLM, text-to-speech, and telephony providers, or replace the traditional cascade with speech-to-speech models for direct audio-in, audio-out conversations with natural turn-taking, interruption handling, and low latency. The platform supports inbound and outbound calling, widgets, telephony integrations, observability, traces, real-time analytics, hybrid pre-recorded voice plus TTS, and more than 70 languages. Its MCP server lets Claude Code, Cursor, OpenClaw, Codex, and other agent runtimes create, modify, and deploy voice agents directly from development environments. Dograh can run on your own servers, inside a private cloud or VPC, or in a managed environment, with support for models hosted entirely within your perimeter.Starting Price: 1¢ per minute -
36
Browzey
Browzey
Browzey is a no-code browser automation platform that turns repetitive web tasks into one-click workflows. Describe a task in plain English and the AI browser agent navigates websites, fills forms, and extracts data autonomously. Key Features: 25+ ready-to-use data extraction templates Extract from LinkedIn, Indeed, YouTube, Instagram, TikTok, and websites Process up to 100 URLs per run with automatic rate limiting Bulk export to CSV or JSON Sync data to Notion and Slack Usage-based credit system with free tierStarting Price: $40/month/user -
37
LLMGraph
Katabarwa Labs Inc.
LLMGraph is a low-to-no-code visual builder for LLM and AI workflows. Design pipelines as a graph — chaining LLM calls, document search (RAG), tools, and logic — on a drag-and-drop canvas, or describe what you want in chat and let LLMGraph build it. Turn documents and models into RAG chatbots, support bots, and autonomous AI agents, then deploy each workflow to a REST API endpoint and an embeddable chat widget in one click. No infrastructure to manage. Hobby, Pro, and Enterprise tiers with a 14-day free trial. -
38
Prefactor
Prefactor
Prefactor is a real-time evaluation, observability, and reliability platform for production AI agents. It scores every run the moment it happens for quality, drift, cost, and data risk, then wires those evaluations into action so a failing agent is caught live instead of only appearing on a dashboard afterward. Teams can observe every model call, tool invocation, and decision as structured traces and spans, run LLM-as-judge, technical, qualitative, and custom evaluations on each step, and attach context from GitHub, Linear, Jira, databases, internal APIs, or other sources as ground truth. When a run crosses a defined threshold, Prefactor can block or throttle it, pause a sensitive action, or route it to a person for approval, modification, or rejection before execution, with every decision logged. The CLI discovers agents without a platform migration, while TypeScript and Python SDKs provide native support for LangChain, Claude, Vercel AI, OpenClaw, and LiveKit.Starting Price: $250 per month -
39
Director
Director
Director is a no-code web automation platform built by Browserbase that lets users convert plain-English prompts into fully executable browser workflows and scheduled agents. You simply describe the task you’d like automated, and Director generates a repeatable script using its underlying Stagehand automation SDK, runs it in a real browser on Browserbase’s cloud infrastructure, and allows you to schedule, deploy, and scale it with minimal manual intervention. The workflow supports interactive steps (including secure login via 1Password integration), multi-step navigation, DOM element interactions, dynamic branching, data extraction (CSV/JSON/PDF output), and export of the automation code for further editing or embedding in custom stacks. Behind the scenes, the system records every browser action you observe, stores it in a production-ready script, and provides the infrastructure to run hundreds of browser instances in parallel. -
40
Actionbase
Actionbase
Work with the internet as if it were your own API. Programmatically interact with top sites without worrying about brittle or complex automation scripts. The web action SDK is a powerful tool that allows you to interact with various web platforms programmatically. With this SDK, you can automate tasks, retrieve information, and perform actions on popular websites as if you were using them directly through a browser. Interact with various platforms like LinkedIn, Amazon, Uber, and Resy. Simple to integrate into your existing Node.js or TypeScript projects. Built with TypeScript for enhanced developer experience and code reliability. Perform a wide range of actions, from searching for items to booking reservations. Each platform offers a set of specific actions that you can perform. For example, with LinkedIn, you can send messages, search for users, and manage connections. -
41
Maisa
Maisa
Maisa is an agentic AI process automation platform that lets business teams create, deploy, manage, and scale trustworthy AI-driven Digital Workers that execute complex, decision-heavy workflows autonomously with full transparency, traceability, and governance. Using natural language onboarding, non-technical employees describe goals and business logic to onboard Digital Workers that connect to existing systems, tools, and data sources, including SaaS apps and legacy platforms, without heavy technical support. It’s designed with a deterministic, hallucination-resistant architecture that logs every step and AI decision, preventing unpredictable outputs and making automation auditable and reliable for mission-critical processes across compliance, finance, legal, operations, and more. Maisa Studio supports a model-agnostic approach, letting organizations choose or switch AI models without breaking automation, and provides enterprise-grade governance, scalability, and visibility. -
42
Reflexio
Reflexio
Reflexio is an AI-agent learning platform for developers building and operating agents. It ingests agent interactions, execution traces, tool calls, and user corrections through an SDK, REST API, CLI, or supported tracing-platform connections, then extracts recurring failures into reusable playbooks and user profiles. At runtime, an agent can retrieve relevant learned guidance before responding. The Hosted Enterprise portal lets teams inspect, edit, approve, reject, search, and evaluate learnings. Reflexio helps agents apply corrections across interactions without changing model weights. Teams can use the managed cloud service, configure their own model-provider keys, or self-host in AWS, Google Cloud, or Azure. Enterprise trace imports are available from Braintrust, Langfuse Cloud, and LangSmith Cloud; Reflexio also provides a mem0 wrapper and an OpenClaw integration.Starting Price: $0/month -
43
Nfig
Nfig
Supercharge your AI with Nfig to browse, click, and do tasks on the web with natural language. Rev up your AI workflows and unleash powerful agents with our seamless, easy-to-integrate APIs. Instruct it once using our playground or API and convert it to an LLM-ready API, which runs faster & cheaper. Nfig enables endless customization on the level of AI interaction at different stages of the automation lifecycle. Let us handle the heavy lifting of scaling your cloud browser infrastructure, so you can focus on what matters most, perfecting your core product, without getting bogged down by technical hassles. Get things done quickly with natural language commands and essential web browsing features like copying, pasting, file uploads/downloads, pop-ups, and audio, all at your fingertips. Now you can enable your agents to interact with sites that require logins or virtualize the DOM (like Google Docs), unlocking use cases that were once out of reach.Starting Price: $0.005 per step -
44
Timbal
Timbal
Timbal is the end-to-end AI ecosystem for enterprises; a production AI platform that enterprise teams use to build, deploy, and govern agents, workflows, interfaces, and knowledge bases on the models they choose. Teams can define behavior in code or in Studio, run on the model and provider of their choice, and ship to chat, email, voice, and product UI from a single runtime. Timbal brings together the full production stack: a typed Python framework, a Studio for building visually, a runtime that orchestrates agents and workflows, governance and evals for enterprise rollout, and integrations with the systems teams already use. Agents provide autonomous AI for real work with reasoning, tools, and memory, while workflows create deterministic AI pipelines that chain steps, branch on logic, retry failed steps, stream outputs, and guarantee outcomes. Interfaces let teams ship custom AI experiences from chat to dashboards to voice, and knowledge bases connect company context.Starting Price: €25 per month -
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NVIDIA Blueprints
NVIDIA
NVIDIA Blueprints are reference workflows for agentic and generative AI use cases. Enterprises can build and operationalize custom AI applications, creating data-driven AI flywheels, using Blueprints along with NVIDIA AI and Omniverse libraries, SDKs, and microservices. Blueprints also include partner microservices, reference code, customization documentation, and a Helm chart for deployment at scale. With NVIDIA Blueprints, developers benefit from a unified experience across the NVIDIA stack, from cloud and data centers to NVIDIA RTX AI PCs and workstations. Use NVIDIA Blueprints to create AI agents that use sophisticated reasoning and iterative planning to solve complex problems. Check out new NVIDIA Blueprints, which equip millions of enterprise developers with reference workflows for building and deploying generative AI applications. Connect AI applications to enterprise data using industry-leading embedding and reranking models for information retrieval at scale. -
46
Flowise
Flowise AI
Flowise is an open-source platform that enables developers and teams to build AI agents and LLM-powered applications through a visual interface. The platform provides modular building blocks that allow users to create everything from simple chatbot workflows to complex multi-agent systems. With its drag-and-drop design environment, developers can rapidly prototype and deploy AI-powered applications without extensive coding. Flowise supports integrations with more than 100 large language models, embeddings, and vector databases. It also includes features such as human-in-the-loop workflows, observability tools, and execution tracing for monitoring agent behavior. Developers can extend applications through APIs, SDKs, and embedded chat interfaces using TypeScript or Python. By combining visual development tools with scalable infrastructure, Flowise simplifies the process of building and deploying production-ready AI agents.Starting Price: Free -
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Starizon AI
Starizon AI
Starizon AI is an AI-powered browser assistant and automation agent designed to simplify web workflows through intelligent data extraction, monitoring, and task automation. It enables users to interact directly with webpages using natural language, allowing them to ask questions, generate summaries, and extract structured data without manual scraping. It supports AI-driven webpage automation, including form filling, multi-step browser actions, and customizable workflow creation that can be saved and replayed on similarly structured pages to eliminate repetitive work. Starizon AI also provides smart web monitoring capabilities that allow users to schedule automated checks on websites and receive alerts when defined conditions are met, helping teams stay updated on pricing, inventory, or content changes. Additional features include multi-page chat and summarization, document interaction, and deep research tools that turn web content into actionable insights.Starting Price: $5 per month -
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Lecca.io
Lecca.io
Lecca.io is a no-code AI platform that enables users to build and deploy AI agents and workflow automation. It combines autonomous AI agents with traditional workflows, offering features like built-in Retrieval-Augmented Generation (RAG) capabilities, custom tool building, and multiple AI provider integrations. The platform allows users to automate various tasks, from email handling to CRM data access, with options for human oversight and self-hosting. AI models are equipped with various tools to handle tasks like sending emails, creating calendar invites, and accessing CRM data autonomously. Build and configure automated workflows with the ability to integrate multiple apps and services using a no-code interface. Upload and query custom data to enable AI agents to provide personalized responses and support. Add human oversight to automation to ensure quality control and compliance in automated processes.Starting Price: $20 per month -
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SPIRITT
SPIRITT
SPIRITT is a cloud-based AI agent workspace for founders, startups, and enterprise teams. Its agents use dedicated cloud computers, browsers, and memory to handle engineering, sales, operations, and administrative work, including writing, testing, and deploying production apps. Agents connect with more than 1,500 business tools, build missing integrations, and communicate through Slack, Microsoft Teams, email, and WhatsApp. Scheduled routines run around the clock, even when a user's laptop is closed. Sensitive actions can require approval, and per-agent budgets help control spending. SPIRITT combines models from Claude, GPT, Gemini, Grok, and its own Kay models for individual tasks. Agents can place and answer calls. A desktop app is available for Windows, macOS, and Linux, with scoped access to local files and terminal actions. Enterprise options include bring-your-own-cloud, air-gapped deployment, and white labeling.Starting Price: $32/month -
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Solar
Solar
Solar is a fast, flexible AI-powered platform that enables users to build custom AI agents, workflow automations, and full-stack applications, from Python backends and databases to modern front-ends and authentication, in seconds via a visual editor and collaborative canvas. It combines the power of code with no-code readability, offering integrations for email, scraping, LLM calls, tables, file storage, logic, and more, all deployable with a single click. Solar supports robust enterprise features including role-based access control, guardrails, and bring-your-own-cloud options, ensuring secure and scalable deployments. Backed by engineering expertise from renowned companies like Y Combinator, Palantir, and Jane Street, Solar caters to users ranging from solo engineers to collaborative teams by offering a generous free tier (500 credits and up to five projects), with paid plans unlocking advanced integrations, higher usage credits, team collaboration, and enterprise-grade security.Starting Price: $30 per month
