Find and compare the best Artificial Intelligence software for Model Context Protocol (MCP) in 2026
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Use the comparison tool below to compare the top Artificial Intelligence software for Model Context Protocol (MCP) on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
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Google AI Studio
Google
Free 26 RatingsGoogle AI Studio features a diverse array of artificial intelligence technologies designed to empower machines to undertake tasks that usually necessitate human cognition. These capabilities encompass data analysis, pattern recognition, predictive modeling, and natural language interaction with users. The platform utilizes sophisticated AI models to streamline intricate processes, improve decision-making, and deliver tailored experiences across multiple applications. By harnessing state-of-the-art AI algorithms, organizations can discover new efficiencies and possibilities while simultaneously upgrading their products and services through innovative technology. -
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Bright Data holds the title of the leading platform for web data, proxies, and data scraping solutions globally. Various entities, including Fortune 500 companies, educational institutions, and small enterprises, depend on Bright Data's offerings to gather essential public web data efficiently, reliably, and flexibly, enabling them to conduct research, monitor trends, analyze information, and make well-informed decisions. With a customer base exceeding 20,000 and spanning nearly all sectors, Bright Data's services cater to a diverse range of needs. Its offerings include user-friendly, no-code data solutions for business owners, as well as a sophisticated proxy and scraping framework tailored for developers and IT specialists. What sets Bright Data apart is its ability to deliver a cost-effective method for rapid and stable public web data collection at scale, seamlessly converting unstructured data into structured formats, and providing an exceptional customer experience—all while ensuring full transparency and compliance with regulations. This commitment to excellence has made Bright Data an essential tool for organizations seeking to leverage web data for strategic advantages.
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Jotform
Jotform
$34 per month 8,469 RatingsTrusted by over 25 million users worldwide, Jotform is an all-in-one platform that simplifies data collection, workflow automation, and online sales, all without coding. With Jotform’s drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, contact information, payments, appointments, and e-signatures with ease. Choose from over 10,000 templates for everything from feedback surveys to registration forms, or build your own from scratch. Jotform's advanced features, such as conditional logic, autoresponders, and over 200 integrations, further streamline processes. In addition, Jotform's AI-powered Agents offer real-time customer support by guiding users through the form submission process, answering questions, and ensuring a smooth experience, all while reducing the need for manual intervention. With Jotform’s Store Builder, you can also set up an online store, sell products, services, and subscriptions, collect donations, and receive payments through 30+ supported payment gateways. Finally, Jotform’s tools like Approvals, PDF Editor, and Report Builder help businesses transform collected data into actionable insights and automate workflows for even greater efficiency. -
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SOCRadar Extended Threat Intelligence is a holistic platform designed from the ground up to proactively detect and assess cyber threats, providing actionable insights with contextual relevance. Organizations increasingly require enhanced visibility into their publicly accessible assets and the vulnerabilities associated with them. Relying solely on External Attack Surface Management (EASM) solutions is inadequate for mitigating cyber risks; instead, these technologies should form part of a comprehensive enterprise vulnerability management framework. Companies are actively pursuing protection for their digital assets in every potential exposure area. The conventional focus on social media and the dark web no longer suffices, as threat actors continuously expand their methods of attack. Therefore, effective monitoring across diverse environments, including cloud storage and the dark web, is essential for empowering security teams. Additionally, for a thorough approach to Digital Risk Protection, it is crucial to incorporate services such as site takedown and automated remediation. This multifaceted strategy ensures that organizations remain resilient against the evolving landscape of cyber threats.
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Retool
Retool
$10 per user per month 577 RatingsRetool is a modern AI-native application development platform designed to help teams build internal software quickly and efficiently. It enables users to create agents, workflows, dashboards, and full-stack apps using natural language prompts and visual tools. Retool connects directly to databases, APIs, vector stores, and AI models to ensure applications work seamlessly with existing systems. The platform allows teams to transform raw data into actionable tools such as dashboards, admin panels, and monitoring systems. With drag-and-drop UI building, code-level customization, and AI-assisted generation, Retool supports multiple development styles. Built-in workflows automate complex processes while maintaining auditability and security. Retool fits naturally into standard engineering stacks with support for CI/CD and version control. Enterprise-grade permissions and hosting options ensure sensitive data stays protected. Used by thousands of companies worldwide, Retool helps teams ship AI-powered software faster. It bridges the gap between idea and production with speed and control. -
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Devin Desktop
Cognition
Free 171 RatingsDevin Desktop is an AI-native software development platform that serves as a central command center for managing coding agents, development workflows, and code execution. The platform combines a professional-grade IDE with agent orchestration capabilities, enabling developers to plan tasks, delegate work, review outputs, and collaborate with AI agents from a single interface. Developers can run local and cloud-based agents simultaneously, allowing multiple coding tasks to progress in parallel while maintaining shared context across projects. The platform includes features such as Spaces for shared worktrees, Fast Context for rapid codebase understanding, Supercomplete for predictive coding assistance, and comprehensive code review capabilities. Devin Desktop supports the Agent Client Protocol (ACP), enabling interoperability with different AI models and agent frameworks. The platform integrates with popular developer tools, including GitHub, Slack, Notion, Linear, Stripe, Datadog, Atlassian, and various language servers. Developers can inspect every change made by agents through built-in debugging, tracing, and review tools to ensure code quality and reliability. The platform is designed to streamline both individual and team-based software development workflows while reducing context switching. Devin Desktop enables engineering teams to increase development velocity by combining human oversight with autonomous AI execution. -
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Apify
Apify Technologies s.r.o.
$29 per month 1,405 RatingsApify provides the infrastructure developers need to build, deploy, and monetize web automation tools. The platform centers on Apify Store, a marketplace featuring 10,000+ community-built Actors. These are serverless programs that scrape websites, automate browser tasks, and power AI agents. Developers create Actors using JavaScript, Python, or Crawlee (Apify's open-source crawling library), then publish them to the Store. When other users run your Actor, you earn money. Apify manages the infrastructure, handles payments, and processes monthly payouts to thousands of active developers. Apify Store offers ready-to-use solutions for common use cases: extracting data from Amazon, Google Maps, and social platforms; monitoring prices; generating leads; and much more. Under the hood, Actors automatically manage proxy rotation, CAPTCHA solving, JavaScript-heavy pages, and headless browser orchestration. The platform scales on demand with 99.95% uptime and maintains SOC2, GDPR, and CCPA compliance. For workflow automation, Apify connects to Zapier, Make, n8n, and LangChain. The platform also offers an MCP server, enabling AI assistants like Claude to discover and invoke Actors programmatically. -
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optivalue.ai
optivalue.ai
Free 4 RatingsQuestionnaires, audits, and RFPs consume a significant amount of your experts' time. Turn this administrative burden into an engine to win. Optivalue.ai reduces response times by up to 90% by automating information discovery and response drafting, allowing your experts to focus on the high-impact personalization that wins bids. Here's how it works: Understanding: Connected to your systems, it acts as an expert librarian. It reads and understands your entire knowledge base to know precisely where the best information is for any question. Submission: You submit a questionnaire to it. Response: In minutes, it generates a complete draft response using the most relevant excerpts from your own documents. Every answer becomes a verified fact. For perfect traceability, every statement is substantiated. Optivalue.ai precisely cites the source document, page, and date. You don't just answer correctly—you prove it. It’s an engine for organizational improvement. Optivalue.ai performs a gap analysis to identify weaknesses in your documentation. The proposed improvements build your team's expertise. By implementing these recommendations to update your internal documents, you drive lasting progress across your entire organization. Your data security is guaranteed. Optivalue.ai is built with enterprise-grade security, compliant with strict standards like GDPR, HIPAA, ISO, and FedRAMP, allowing you to manage your most sensitive data with complete confidence. All our plans include unlimited users and projects. Start your 14-day free trial. No credit card required. No commitment. -
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OpenClaw is a versatile open-source AI assistant that operates autonomously on your computer, server, or VPS, surpassing the basic function of text generation by executing real-world tasks based on your natural language commands via popular messaging platforms such as WhatsApp, Telegram, Discord, and Slack. By connecting to various external large language models and services, it emphasizes local processing and data control, enabling the assistant to efficiently manage your inbox, send emails, organize your calendar, check you in for flights, interact with files, execute scripts, and streamline daily workflows without relying on predefined triggers or cloud-based solutions. It is designed to maintain persistent memory, which allows it to remember context across different sessions and run continuously, thereby proactively managing tasks and reminders. Additionally, OpenClaw facilitates integrations with messaging applications and supports community-developed "skills," empowering users to enhance its functionality and manage various agents or tools within separate workspaces, making it an adaptable solution for personal productivity.
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CodinIT.dev
CodinIT.dev
CodinIT.dev is an open-source platform that uses AI to turn plain-language instructions into full-stack applications in just a few minutes. Instead of writing code from scratch, users describe the type of software they need, and the system builds the frontend, backend, database structure, and deployment configuration automatically. The service connects with more than 19 AI models — such as OpenAI, Anthropic Claude, Google Gemini, and Mistral — giving users flexibility in how their apps are generated. Its in-browser WebContainer workspace provides instant code execution, live previews, a built-in terminal, and Git integration without requiring local setup. CodinIT.dev supports a wide range of frameworks, including React, Vue, Angular, Svelte, Next.js, Nuxt, Astro, and React Native. Applications can be deployed quickly to platforms like Vercel, Netlify, or GitHub Pages, and users can link directly to backend or database tools such as Supabase. All generated code can be exported, ensuring complete project ownership. Designed for both developers and non-technical creators, CodinIT.dev simplifies the process of building modern applications by letting users generate production-ready software from a simple text prompt. -
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HubSpot CRM
HubSpot
Free 153 RatingsHubSpot is an AI-powered customer platform with all the software, integrations, and resources you need to connect your marketing, sales, and customer service. HubSpot's connected platform enables you to grow your business faster by focusing on what matters most: your customers. HubSpot CRM is more than just a tool. It's the lifeblood of your business. Our CRM is the ultimate solution to empower your team to create deeper customer relationships. It transforms how you interact with your clients. It offers a seamless integrated platform for sales and marketing, as well as customer service. HubSpot CRM gives you unparalleled insight into your customer interactions. It's all organized in a simple, intuitive dashboard that will increase the efficiency of your team. Our platform is designed to grow with your business, providing scalable solutions to adapt to changing business needs. HubSpot CRM also offers a robust, free version that is packed with essential features. This makes it the ideal choice for ambitious businesses. HubSpot CRM is the future of customer management. Every interaction with customers is an opportunity to grow. Get a demo to learn about our premium software, or get started with our full suite of free tool. -
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Miro
Miro
$8 per month 121 RatingsMiro helps you keep your team's minds in sync. Miro is a virtual whiteboard and remote collaboration tool that helps cross-functional teams collaborate more effectively to create great things. Miro isn't a video conferencing tool, and Miro doesn't try to be. Miro's goal is to provide a platform for teams who work most effectively across areas, geographies, timezones to get more out of their ideas when they can't all be in the office together at the same time. It includes over 200 pre-made templates to capture and visualize ideas, collaboration tools like comments, chat screen sharing and video chat and integrations with popular business tools. Miro AI is your team's ultimate boost, empowering you to unleash your creativity and productivity like never before. We are your launchpad to the future, providing the assistance you need to bring your next big idea to life. Let Miro AI help you unlock the full potential of your team's innovation and collaboration capabilities. -
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Jira
Atlassian
Free 43 RatingsJira is a project management tool that allows you to plan and track the work of your entire team. Atlassian's Jira is the #1 tool for software development teams to plan and build great products. Jira is trusted by thousands of teams. It offers a range of tools to help plan, track, and release world-class software. It also allows you to capture and organize issues, assign work, and follow team activity. It integrates with leading developer software for end-toend traceability. Jira can help you break down big ideas into manageable steps, whether they are small projects or large cross-functional programs. Organize your work, create milestones and dependencies, and more. Linking work to goals allows everyone to see how their work contributes towards company objectives, and to stay aligned with what's important. Your next step, suggested by AI. Atlassian Intelligence automatically suggests tasks to help you get your big ideas done. -
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TestMu AI, previously known as LambdaTest, is a comprehensive AI-driven Quality Engineering platform that equips teams with the tools needed to optimize testing processes and accelerate deployment. Designed to handle large-scale operations, it provides a complete suite of AI agents that assist in planning, authoring, executing, and analyzing software quality. With its AI-first approach, the platform supports the testing of web, mobile, and enterprise applications across various real devices, browsers, and tailored real-world scenarios, ensuring versatility and efficiency in quality assurance. This innovative solution not only enhances productivity but also drives continuous improvement in software delivery.
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Visual Studio Code
Microsoft
Free 27 RatingsVisual Studio Code is a highly extensible AI-powered code editor built for developers who demand flexibility and performance. It combines intelligent coding assistance, modern debugging tools, and collaboration features in one lightweight package. With Agent Mode, VS Code reads your codebase, runs terminal commands, and edits across files automatically until tasks are complete. Its Next Edit Suggestions feature predicts and completes your next move as you type, enhancing speed and code accuracy. The Model Context Protocol (MCP) enables developers to connect their favorite AI models—from OpenAI, Anthropic, Azure, or Google—and extend functionality through custom servers. Developers can work in any language, from JavaScript and Python to C#, Java, and Go, while leveraging over 75,000 extensions for added productivity. Seamless integration with GitHub Codespaces, cloud storage, and CI/CD tools allows teams to code, collaborate, and deploy anywhere. Open-source at its core, VS Code empowers both individuals and enterprises to innovate without limits. -
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Notion is a comprehensive all-in-one workspace that empowers teams to write, plan, collaborate, and organize everything in one place. The platform offers a wide range of tools to create documents, manage tasks, and build detailed project roadmaps, allowing teams to work smarter, not harder. Notion's AI-powered features assist with summarizing lengthy documents, drafting content, and providing quick answers to questions related to ongoing projects. The platform's high degree of customization gives users the flexibility to set up workflows, build templates, and tailor the workspace to their needs, making it ideal for teams of any size. Whether it's managing a project timeline, tracking goals, or maintaining a shared knowledge base, Notion provides a flexible and powerful solution for improving collaboration, communication, and overall team productivity.
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Postman
Postman
$12 per user per month 24 RatingsPostman serves as a collaborative platform for developing APIs, designed to simplify the entire process of API creation and enhance teamwork, enabling the rapid development of superior APIs. The platform's features facilitate each phase of API construction, making it easier to collaborate and accelerate the creation of high-quality APIs. Users can quickly and effortlessly send requests for REST, SOAP, and GraphQL directly within Postman, optimizing their workflow. Additionally, it allows for the automation of manual tests, seamlessly integrating them into your CI/CD pipeline to safeguard against potential issues when code changes are deployed to production. API behavior can be communicated effectively by simulating endpoints and their respective responses without the need for a backend server setup. You can also generate and publish visually appealing, machine-readable documentation, which helps in making your API more accessible for users. Regular performance and response time checks ensure you stay informed about your API's health, allowing for proactive management. Lastly, Postman fosters a shared environment for API creation and consumption, enabling real-time collaboration among team members. Postman’s AI Agent Builder revolutionizes the development of AI agents with its no-code platform, enabling users to build, test, and deploy powerful agents without coding expertise. It provides access to a vast library of over 100,000 APIs and a variety of LLMs, offering tools to compare their performance, cost, and response quality. The visual workflow builder simplifies creating multi-step agent interactions, and its testing tools ensure reliability before deployment. -
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Zapier
Zapier
$19.99 per month 22 RatingsZapier is a comprehensive AI automation platform that helps organizations transform how work gets done. It allows teams to connect AI tools with everyday apps to automate workflows end to end. Zapier supports AI workflows, custom agents, chatbots, forms, and data tables in one unified system. With over 8,000 integrations, it eliminates manual handoffs between tools and teams. Built-in AI assistance helps users design automations quickly without technical complexity. Zapier enables teams to deploy AI agents that work continuously, even outside business hours. The platform offers full visibility into automation activity with audit logs and analytics. Enterprise-grade security and compliance ensure safe AI adoption at scale. Zapier is used across departments including marketing, sales, IT, and operations. It helps teams save time, reduce costs, and scale productivity with confidence. -
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Outreach
Outreach
10 RatingsThe Outreach Sales Execution Platform allows sales teams to create pipeline efficiently and predictably close a greater number of deals. Outreach is the only platform that empowers all sales organizations -- from sellers, to front-line managers and sales leadership to ops -- to close more pipeline. If you want to win more sales by personalizing, prioritizing and analyzing your sales activities, then turn to Outreach. Outreach is the #1 platform for sales engagement that helps sales teams be more effective. Outreach can help you achieve your sales targets by optimizing workflows and creating pipelines. The top tools include sales sequences, dialer, tracking and email, outreach everywhere, content and email templates, analytics, reporting, and coaching analytics. -
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Scrapeless
Scrapeless
9 RatingsScrapeless - Revolutionizing the way we derive insights and value from the immense pool of unstructured data on the internet using groundbreaking technologies. Our goal is to equip organizations with the tools to fully harness the wealth of public data available online. With our suite of products, including the Scraping Browser, Scraping API, Web Unlocker, Proxies, and CAPTCHA Solver, users can effortlessly gather public information from any website. Additionally, Scrapeless offers a powerful web search tool: Deep SerpApi, which streamlines the integration of dynamic web data into AI-driven solutions. This culminates in an ALL-in-One API that enables seamless, one-click search and extraction of web data. -
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ChatGPT is a powerful AI-driven platform designed to help users work smarter by providing instant answers, creative ideas, and task automation. It supports a wide range of functions, including writing, editing, coding, research, and brainstorming. Users can interact with the platform through text or voice, making it accessible across different devices and workflows. ChatGPT can summarize meetings, analyze data, and generate insights to improve productivity and decision-making. It also offers creative support for tasks such as content creation, planning, and strategy development. A key feature is workspace agents, which allow users to automate entire workflows and repetitive tasks within their organization. These agents can run independently, integrate with tools, and handle actions like updating records, sending messages, or generating reports. Teams can build and share agents across their workspace to standardize processes and improve efficiency. Built-in controls ensure that automation remains secure and manageable with permissions and monitoring. ChatGPT helps reduce manual work while enabling teams to focus on higher-value activities. Overall, it enhances productivity by combining intelligent assistance with scalable automation.
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Google Colab
Google
8 RatingsGoogle Colab is a complimentary, cloud-based Jupyter Notebook platform that facilitates environments for machine learning, data analysis, and educational initiatives. It provides users with immediate access to powerful computational resources, including GPUs and TPUs, without the need for complex setup, making it particularly suitable for those engaged in data-heavy projects. Users can execute Python code in an interactive notebook format, collaborate seamlessly on various projects, and utilize a wide range of pre-built tools to enhance their experimentation and learning experience. Additionally, Colab has introduced a Data Science Agent that streamlines the analytical process by automating tasks from data comprehension to providing insights within a functional Colab notebook, although it is important to note that the agent may produce errors. This innovative feature further supports users in efficiently navigating the complexities of data science workflows. - 23
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GitHub Copilot
GitHub
$10 per month 6 RatingsGitHub Copilot is an AI-driven coding assistant that helps developers code, collaborate, and ship software more efficiently. It integrates natively with IDEs, GitHub repositories, command-line tools, and project workflows. Copilot supports a wide range of programming languages and platforms, making it adaptable to diverse development environments. Developers can choose from multiple AI models to balance performance, accuracy, and cost. The editor experience includes intelligent code completion, explanations, refactoring suggestions, and agent mode for deeper automation. Copilot can be assigned issues to autonomously generate code and pull requests in the background. Terminal integration allows developers to execute complex workflows using natural language commands. For teams, Copilot can be customized with shared organizational knowledge and documentation. Enterprise controls provide governance, audit logs, and secure integrations. Overall, GitHub Copilot acts as a productivity multiplier across the entire software development lifecycle. -
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Emergent.sh is an innovative workspace driven by AI that seeks to enhance creativity, eliminate obstacles, and transform the software development landscape. It serves as a comprehensive platform where developers can smoothly plan, code, test, and deploy their applications. Among its standout capabilities are code maintenance and refactoring, which include automating library updates, facilitating seamless migrations, and improving existing codebases. For the development and testing phase, Emergent.sh offers solutions for fixing frontend bugs, integrating SaaS tools with ease, and increasing testing coverage significantly. In the realm of data warehousing, it simplifies migration processes, creates effective ETL pipelines, and makes data preprocessing a breeze. Furthermore, it provides support for documentation upkeep, the creation of internal tools, and the automation of scripting tasks. With backing from Y Combinator, Emergent.sh aspires to redefine the future of software development, equipping developers with a workspace that not only boosts productivity but also fosters innovation in their projects. This combination of features positions Emergent.sh as a critical asset for modern developers navigating the complexities of their workflows.
