Compare Business Software for Model Context Protocol (MCP): September 2025 Reviews & Comparison

Windsurf Editor

Windsurf

The Windsurf Editor is a free AI-powered IDE and AI coding assistant that accelerates development by providing intelligent code generation and agents in over 70 programming languages and more than 40 IDEs, including VSCode, JetBrains, and Jupyter Notebooks. With Windsurf, developers can write code faster, eliminate repetitive tasks, and stay in the flow state—whether they're working with Python, JavaScript, C++, or any other language. Built on billions of lines of open-source code, Windsurf Editor understands and anticipates your coding needs, offering multiline suggestions, automated unit tests, and even natural language explanations for complex functions. It’s perfect for streamlining code writing, reducing boilerplate, and cutting down the time spent on documentation searches. Trusted by individual developers and Fortune 500 companies alike, Windsurf Editor is your go-to solution for boosting productivity and writing better code. Try Windsurf for free today!

144 Ratings

Starting Price: Free

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Postman

The collaboration platform for API development. Simplify each step of building an API and streamline collaboration so you can create better APIs—faster. Postman is a collaboration platform for API development. Postman's features simplify each step of building an API and streamline collaboration so you can create better APIs—faster. Quickly and easily send REST, SOAP, and GraphQL requests directly within Postman. Automate manual tests and integrate them into your CI/CD pipeline to ensure that any code changes won't break the API in production. Communicate the expected behavior of an API by simulating endpoints and their responses without having to set up a backend server. Generate and publish beautiful, machine-readable documentation to make your API easier to consume. Stay up-to-date on the health of your API by checking performance and response times at scheduled intervals. Provide a shared context for building and consuming APIs, and collaborate in real-time.

25 Ratings

Starting Price: $12 per user per month

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ChatGPT

OpenAI

ChatGPT is an AI-powered conversational assistant developed by OpenAI that helps users with writing, learning, brainstorming, coding, and more. It is free to use with easy access via web and apps on multiple devices. Users can interact through typing or voice to get answers, generate creative content, summarize information, and automate tasks. The platform supports various use cases, from casual questions to complex research and coding help. ChatGPT offers multiple subscription plans, including Free, Plus, and Pro, with increasing access to advanced AI models and features. It is designed to boost productivity and creativity for individuals, students, professionals, and developers alike.

5 Ratings

Starting Price: Free

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Twelve Data

Twelve Data is a leading provider of financial market data, delivering an extensive range of real-time and historical data across multiple asset classes, including stocks, forex, cryptocurrencies, ETFs, indices, commodities, and futures. The company sources its data from over 250 exchanges worldwide, ensuring comprehensive coverage that serves the needs of traders, developers, and fintech organizations. Twelve Data is dedicated to making high-quality financial information widely accessible, offering affordable solutions that cater to both individual users and large-scale institutions. The company’s platform stands out for its versatility and advanced capabilities, providing users with technical indicators, fundamental data, and alternative datasets to support in-depth market analysis. Twelve Data prioritizes scalability and reliability, offering a suite of developer-friendly tools such as APIs, WebSockets, detailed documentation, and a sandbox environment for seamless integration. With

4 Ratings

Starting Price: $29/month

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OpenAI

OpenAI’s mission is to ensure that artificial general intelligence (AGI)—by which we mean highly autonomous systems that outperform humans at most economically valuable work—benefits all of humanity. We will attempt to directly build safe and beneficial AGI, but will also consider our mission fulfilled if our work aids others to achieve this outcome. Apply our API to any language task — semantic search, summarization, sentiment analysis, content generation, translation, and more — with only a few examples or by specifying your task in English. One simple integration gives you access to our constantly-improving AI technology. Explore how you integrate with the API with these sample completions.

3 Ratings

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Augment Code

Augment Code is an AI-powered coding agent designed specifically for professional software engineers working with large codebases. It integrates seamlessly with popular IDEs like Visual Studio Code, IntelliJ IDEA, and Vim, offering tools for SDK migration, code refactoring, and documentation. Augment Code enhances developers’ productivity by understanding their unique code style and context, providing personalized recommendations and explanations. The platform supports over 100 native and MCP tools, allowing engineers to debug and code more efficiently without switching between different applications.

2 Ratings

Starting Price: $50 per developer per month

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ElevenLabs

The most realistic and versatile AI speech software, ever. Eleven brings the most compelling, rich and lifelike voices to creators and publishers seeking the ultimate tools for storytelling. Generate top-quality spoken audio in any voice and style with the most advanced and multipurpose AI speech tool out there. Our deep learning model renders human intonation and inflections with unprecedented fidelity and adjusts delivery based on context. Our AI model is built to grasp the logic and emotions behind words. And rather than generate sentences one-by-one, it’s always mindful of how each utterance ties to preceding and succeeding text. This zoomed-out perspective allows it to intonate longer fragments convincingly and with purpose. And finally you can do this with any voice you want.

4 Ratings

Starting Price: $1 per month

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Claude

Anthropic

Claude is an artificial intelligence large language model that can process and generate human-like text. Anthropic is an AI safety and research company that’s working to build reliable, interpretable, and steerable AI systems. Large, general systems of today can have significant benefits, but can also be unpredictable, unreliable, and opaque: our goal is to make progress on these issues. For now, we’re primarily focused on research towards these goals; down the road, we foresee many opportunities for our work to create value commercially and for public benefit.

1 Rating

Starting Price: Free

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GPT-4o

OpenAI

GPT-4o (“o” for “omni”) is a step towards much more natural human-computer interaction—it accepts as input any combination of text, audio, image, and video and generates any combination of text, audio, and image outputs. It can respond to audio inputs in as little as 232 milliseconds, with an average of 320 milliseconds, which is similar to human response time (opens in a new window) in a conversation. It matches GPT-4 Turbo performance on text in English and code, with significant improvement on text in non-English languages, while also being much faster and 50% cheaper in the API. GPT-4o is especially better at vision and audio understanding compared to existing models.

1 Rating

Starting Price: $5.00 / 1M tokens

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Claude Sonnet 3.5

Anthropic

Claude Sonnet 3.5 sets new industry benchmarks for graduate-level reasoning (GPQA), undergraduate-level knowledge (MMLU), and coding proficiency (HumanEval). It shows marked improvement in grasping nuance, humor, and complex instructions, and is exceptional at writing high-quality content with a natural, relatable tone. Claude Sonnet 3.5 operates at twice the speed of Claude Opus 3. This performance boost, combined with cost-effective pricing, makes Claude Sonnet 3.5 ideal for complex tasks such as context-sensitive customer support and orchestrating multi-step workflows. Claude Sonnet 3.5 is now available for free on Claude.ai and the Claude iOS app, while Claude Pro and Team plan subscribers can access it with significantly higher rate limits. It is also available via the Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI. The model costs $3 per million input tokens and $15 per million output tokens, with a 200K token context window.

1 Rating

Starting Price: Free

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Claude Opus 3

Anthropic

Opus, our most intelligent model, outperforms its peers on most of the common evaluation benchmarks for AI systems, including undergraduate level expert knowledge (MMLU), graduate level expert reasoning (GPQA), basic mathematics (GSM8K), and more. It exhibits near-human levels of comprehension and fluency on complex tasks, leading the frontier of general intelligence. All Claude 3 models show increased capabilities in analysis and forecasting, nuanced content creation, code generation, and conversing in non-English languages like Spanish, Japanese, and French.

1 Rating

Starting Price: Free

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Claude Sonnet 3.7

Anthropic

Claude Sonnet 3.7, developed by Anthropic, is a cutting-edge AI model that combines rapid response with deep reflective reasoning. This innovative model allows users to toggle between quick, efficient responses and more thoughtful, reflective answers, making it ideal for complex problem-solving. By allowing Claude to self-reflect before answering, it excels at tasks that require high-level reasoning and nuanced understanding. With its ability to engage in deeper thought processes, Claude Sonnet 3.7 enhances tasks such as coding, natural language processing, and critical thinking applications. Available across various platforms, it offers a powerful tool for professionals and organizations seeking a high-performance, adaptable AI.

1 Rating

Starting Price: Free

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Roo Code

Roo Code, formerly known as Roo Cline, is an AI-powered autonomous coding agent integrated into Visual Studio Code, designed to enhance software development efficiency. It facilitates natural language interactions, enabling users to generate code, refactor existing code, debug, and update documentation seamlessly. It can read and write files directly within the workspace, execute terminal commands, and automate browser actions. It supports integration with any OpenAI-compatible or custom APIs/models and allows customization through various modes, including Code Mode for general coding tasks, Architect Mode for system design, Ask Mode for inquiries, Debug Mode for troubleshooting, and user-defined Custom Modes for specialized tasks. Roo Code also features the Model Context Protocol (MCP), extending its capabilities by integrating with external tools and APIs.

1 Rating

Starting Price: Free

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Claude Opus 4

Anthropic

Claude Opus 4 represents a revolutionary leap in AI model performance, setting a new standard for coding and reasoning capabilities. As the world’s best coding model, Opus 4 excels in handling long-running, complex tasks, and agent workflows. With sustained performance that can run for hours, it outperforms all prior models—including the Sonnet series—making it ideal for demanding coding projects, research, and AI agent applications. It’s the model of choice for organizations looking to enhance their software engineering, streamline workflows, and improve productivity with remarkable precision. Now available on Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI, Opus 4 offers unparalleled support for coding, debugging, and collaborative agent tasks.

1 Rating

Starting Price: $15 / 1 million tokens (input)

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Claude Sonnet 4

Anthropic

Claude Sonnet 4, the latest evolution of Anthropic’s language models, offers a significant upgrade in coding, reasoning, and performance. Designed for diverse use cases, Sonnet 4 builds upon the success of its predecessor, Claude Sonnet 3.7, delivering more precise responses and better task execution. With a state-of-the-art 72.7% performance on the SWE-bench, it stands out in agentic scenarios, offering enhanced steerability and clear reasoning capabilities. Whether handling software development, multi-feature app creation, or complex problem-solving, Claude Sonnet 4 ensures higher code quality, reduced errors, and a smoother development process.

1 Rating

Starting Price: $3 / 1 million tokens (input)

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Claude Pro

Anthropic

Claude Pro is an advanced large language model designed to handle complex tasks while maintaining a friendly, accessible demeanor. Trained on extensive, high-quality data, it excels at understanding context, interpreting subtle nuances, and producing well-structured, coherent responses across a wide range of topics. By leveraging robust reasoning capabilities and a refined knowledge base, Claude Pro can draft detailed reports, compose creative content, summarize lengthy documents, and even assist in coding tasks. Its adaptive algorithms continuously improve its ability to learn from feedback, ensuring that its output remains accurate, reliable, and helpful. Whether serving professionals seeking expert support or individuals looking for quick, informative answers, Claude Pro delivers a versatile and productive conversational experience.

1 Rating

Starting Price: $18/month

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Claude Haiku 3.5

Anthropic

Our fastest model, delivering advanced coding, tool use, and reasoning at an accessible price Claude Haiku 3.5 is the next generation of our fastest model. For a similar speed to Claude Haiku 3, Claude Haiku 3.5 improves across every skill set and surpasses Claude Opus 3, the largest model in our previous generation, on many intelligence benchmarks. Claude Haiku 3.5 is available across our first-party API, Amazon Bedrock, and Google Cloud’s Vertex AI—initially as a text-only model and with image input to follow.

1 Rating

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Claude Code

Anthropic

Claude Code is an AI-driven coding tool introduced by Anthropic as part of the Claude 3.7 Sonnet update. It allows developers to automate complex engineering tasks directly from the terminal, functioning as an active collaborator. Claude Code can read and search through code, edit files, run tests, commit and push code to GitHub, and execute command-line operations. Early testing has demonstrated its ability to complete tasks in a fraction of the time it would normally take manually, such as performing large-scale refactoring or debugging issues. While still in its research preview, Claude Code is already seen as indispensable for speeding up development workflows and enhancing test-driven development.

1 Rating

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SkySQL

SkySQL is a multi-cloud, serverless database-as-a-service (DBaaS) platform designed to help businesses streamline their MySQL and MariaDB cloud database management with zero waste, instant auto-scaling capabilities, and 99.995% uptime. SkySQL offers serverless databases that save 80% of traditional database costs with pay-as-you-go pricing that scales according to demand, ensuring businesses only pay for what they use. With advanced features like SkyAI agents for building natural language interfaces to your database into your apps and providing AI-assisted performance optimization, businesses can easily handle complex workloads, minimize security risks, and accelerate AI application development. SkySQL offers both cost savings and high performance, on-demand scalability, and reliability, making it ideal for modern applications and growing businesses.

Starting Price: $28/month

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Merge

Merge.dev

Merge is the leading Unified API platform that enables B2B software companies to add hundreds of integrations to their products—making it easy for them to access and sync their customers’ data. ‍Merge's Unified APIs provide normalized data across key software categories, including accounting, HRIS, ATS, CRM, file storage, and ticketing. Merge also handles the full integrations lifecycle—from an easy initial build that takes just weeks to providing integration observability tools to help your customer-facing teams manage integrations. Thousands of companies—like BambooHR, Ramp, and Ema—trust Merge to power integrations that unblock sales, reduce customer churn, accelerate time to market for new products, and save engineering costs and resources.

Starting Price: Free

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Builder.io

Builder.io Fusion is a visual development platform that transforms designs and existing code into scalable, production-ready web applications and user interfaces. It empowers both developers and non-developers to rapidly iterate and ship products by connecting to any code repository and leveraging design systems and APIs. Fusion generates code consistent with your coding standards, using your tokens and components, and supports drag-and-drop editing and precise style adjustments. The platform integrates backend context to make designs interactive and supports publishing via API. With enterprise-grade security including SOC 2 Type II compliance and features like roles, permissions, and workflow automation, Fusion is built for teams shipping at scale. It enables companies to increase development capacity, reduce time to market, and deliver personalized digital experiences efficiently.

Starting Price: $19 per user per month

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Metaflow AI

For growth operators and knowledge workers trapped between rigid app-connectors and endless prompt threads, Metaflow is an intuitive Agent builder and automation toolkit that lets you ideate freely, and then solidify discoveries into scalable AI workflows. Unlike most automation tools that separates creativity from execution, Metaflow lets discovery and execution happen in a unified space, giving ideas the room to be explored, nurtured, and mature into durable systems that unlock outsized impact, freeing growth teams to reclaim cognitive bandwidth and immerse themselves in deeply meaningful work.

Starting Price: Free

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Apify

Apify Technologies s.r.o.

Apify is a web scraping and automation platform. It enables you to turn any website into an API. If you're a developer, you can setup data extraction or web automation workflow yourself. If you're not a developer, you can buy a turnkey solution. Start extracting unlimited amounts of structured data right away with our ready-to-use scraping tools or work with us to solve your unique use case. Fast, accurate results you can rely on. Scale processes, robotize tedious tasks, and speed up workflows with flexible automation software. Automation that lets you work faster and smarter than your competitors with less effort. Export scraped data in machine-readable formats like JSON or CSV. Apify lets you seamlessly integrate with your existing Zapier or Make workflows, or any other web app using API and webhooks. Smart rotation of data center and residential proxies, combined with industry-leading browser fingerprinting technology, makes Apify bots indistinguishable from humans.

Starting Price: $49 per month

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Vantage

Cost Reports are easy to use dashboards that provide complex reporting and filtering for accrued costs. Set filters to see day-to-day cost trends per service, business unit, tag or account. Chain complex logic to cover any reporting use case. Forecasts have confidence intervals that will adjust every day as your infrastructure changes to help you understand where you will end up. Get notified in Slack, Teams, or by email on a daily, weekly, or monthly basis about costs and trends. Receive alerts for cost anomalies. Autopilot analyzes your EC2 workloads and purchases 3 year, no-upfront reserved instances to save you money. Control which compute categories or regions Autopilot manages. Manage commitment and infrastructure changes with ease.

Starting Price: $30 per month

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fileAI

The most powerful digitization and categorization tool on the market, processing a wide range of digital, scanned or printed document types, submit documents in any file type and form. With hundreds of available integrations, you stay hands-off on data entry, manual verification or account code tagging. A tool to manage import and export at the same time, stay in control with automatic approvals and notifications. Trigger approvals based on events at your convenience. Send approvals to team members, clients, or stakeholders at once. Remove friction with multi-layered approvals and your most convenient format: email, mobile app or in app. Get a real-time view of your finances every time you check your preferred tools and eliminate human error from your reporting.

Starting Price: $99 per month

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Runbear

Runbear is a no-code platform that enables teams to create AI agents integrated with popular communication and productivity tools like Slack, Teams, HubSpot, and more. It allows users to build custom AI assistants quickly, typically within 10 minutes, without requiring technical expertise. Runbear helps automate repetitive tasks, streamline internal communication, and manage AI agents tailored for different teams all from a single interface. The platform supports integrations with AI models like OpenAI, Claude, and Gemini, combined with content management systems such as Google Drive, Notion, and Confluence. Use cases include automating meeting preparation, summarizing Slack threads, analyzing Airtable data through natural language, and enabling AI to suggest answers in Slack channels. Customer testimonials highlight Runbear’s ease of use and the significant efficiency gains achieved by integrating AI directly into workflows.

Starting Price: $79 per month

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GoMarble

Improve your ROAS with targeted, high-quality ad campaigns managed by expert marketers assisted by GoMarble AI. We ingest all your online assets in our custom generative AI model to generate targeted buyer personas and generate high-performing marketing concepts. Our designers and copywriters use GoMarble’s generative AI tools to rapidly create, conduct pre-flight tests, and launch all ads. We've built and grown multiple startups, and truly understand the pain of early-stage founders who are multi-tasking and hustling their way to grow. Marble empowers entrepreneurs to grow their businesses by making high-performance online ads accessible. Specialized for brands with strong product-market-fit but limited growth fuel. Your dedicated AI expert uses our AI audit tool to scan your ad accounts and find opportunities to improve profitability. Get a detailed report of visuals, copy, and hook only by uploading your ad, and adding a landing page.

Starting Price: $749 per month

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Mem0

Mem0 is a self-improving memory layer designed for Large Language Model (LLM) applications, enabling personalized AI experiences that save costs and delight users. It remembers user preferences, adapts to individual needs, and continuously improves over time. Key features include enhancing future conversations by building smarter AI that learns from every interaction, reducing LLM costs by up to 80% through intelligent data filtering, delivering more accurate and personalized AI outputs by leveraging historical context, and offering easy integration compatible with platforms like OpenAI and Claude. Mem0 is perfect for projects such as customer support, where chatbots remember past interactions to reduce repetition and speed up resolution times; personal AI companions that recall preferences and past conversations for more meaningful interactions; AI agents that learn from each interaction to become more personalized and effective over time.

Starting Price: $249 per month

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Mastra

Mastra AI

Mastra is a powerful TypeScript framework for building intelligent AI agents that can execute tasks, access knowledge bases, and maintain memory persistently within workflows. This framework simplifies the process of creating and deploying AI-powered agents by leveraging TypeScript’s capabilities to streamline development. With features like customizable agent instructions, memory, and task orchestration, Mastra provides developers with the tools to build and scale AI agents for various applications, from personal assistants to specialized domain experts.

Starting Price: Free

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Activepieces

Activepieces is an AI-powered, open-source, no-code automation platform designed to help teams streamline workflows and integrate AI seamlessly into everyday tasks. With over 280 pre-built automations (MCPs), Activepieces allows users to connect to popular apps, trigger processes, and even create personalized AI agents with minimal effort. The platform includes features like human input for approvals, a robust automation builder, and AI-assisted code for more advanced workflows. It empowers decentralized teams by offering tools for collaboration, governance, and security, making it suitable for organizations of all sizes, from startups to enterprises.

Starting Price: $1,200 per month

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Business Software for Model Context Protocol (MCP)

Top Software that integrates with Model Context Protocol (MCP) as of September 2025

Windsurf Editor

Postman

ChatGPT

Twelve Data

OpenAI

Augment Code

ElevenLabs

Claude

GPT-4o

Claude Sonnet 3.5

Claude Opus 3

Claude Sonnet 3.7

Roo Code

Claude Opus 4

Claude Sonnet 4

Claude Pro

Claude Haiku 3.5

Claude Code

SkySQL

Merge

Builder.io

Metaflow AI

Apify

Vantage

fileAI

Runbear

GoMarble

Mem0

Mastra

Activepieces