Business Software for Model Context Protocol (MCP)

DigestSEO is an online platform designed for conducting technical SEO audits and monitoring websites, catering to developers, SEO experts, agencies, SaaS entrepreneurs, and site owners alike. Users can initiate a complimentary audit of a single page without needing an account, which evaluates various performance metrics such as PageSpeed, Core Web Vitals, HTML validity, metadata, canonical tags, robots directives, links, images, accessibility indicators, and structured data. For those managing multi-page website projects, a free workspace can be created that includes features like Health Score tracking, prioritized issues, warnings, and notices, along with a history of crawls, scheduled audits, CSV exports, printable reports, and workflows to ensure fixes are verified over time. Additionally, DigestSEO offers an open-source MCP server licensed under MIT, which allows users to monitor brand mentions, citations, competitors, and identify content gaps utilizing data from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. This comprehensive toolset not only streamlines the SEO process but also enhances the overall strategy for website optimization and performance tracking.

Octoparse is a web data extraction solution that allows users to collect information from websites through an intuitive, no-code interface. The platform combines AI-powered automation with drag-and-drop workflow building to make web scraping accessible to users of all technical backgrounds. A large library of ready-made templates enables quick extraction of data from platforms such as Google Maps, LinkedIn, Amazon, TikTok, Twitter, Reddit, and many others. The software can handle complex websites that use JavaScript, infinite scrolling, CAPTCHAs, logins, and dynamic content loading. Users can run scraping tasks locally or take advantage of Octoparse Cloud to automate large-scale data collection around the clock. Built-in integrations allow extracted data to be connected with spreadsheets, databases, cloud services, and business workflows. Security and compliance features help protect user data while supporting regulatory requirements such as GDPR and CCPA. The platform also offers API, CLI, MCP, and Open Platform capabilities for organizations that require advanced automation. Octoparse helps businesses, researchers, and professionals gather large volumes of web data quickly and efficiently.

Brief is a product intelligence platform that helps organizations bridge the gap between strategic planning and software development. It continuously gathers decisions, requirements, and insights from the tools teams already use, turning fragmented information into a structured knowledge network. The platform's Product Graph connects product goals, technical tradeoffs, and historical decisions so teams can quickly access the context behind their work. Its web-based dashboard serves as a central hub where users can search, review, and understand how decisions influence product direction. Brief integrates directly with development environments through its MCP Server and CLI, allowing AI coding assistants to access critical business context while generating code. This helps AI tools produce outputs that better reflect product requirements and company priorities. Teams can reduce misunderstandings, avoid duplicate efforts, and improve the quality of delivered features. The platform supports faster execution by ensuring both engineers and AI agents work from the same source of truth. Brief is designed to help companies scale decision-making while maintaining consistency across product, engineering, and operations teams.

Crawlbase allows you to remain anonymous while crawling the internet, web crawling protection as it should be. You can get data for your data mining or SEO projects without worrying about global proxies. Scrape Amazon, scrape Yandex, Facebook scraping, Yahoo scraping, etc. All websites are supported. All requests within the first 1000 days are free. Leads API can provide company emails to your business if you request them. Call Leads API to get access to trusted emails for your targeted campaigns. Are you not a developer looking for leads? Leads Finder allows you to send emails using a web link. You don't have to code anything. This is the best no-code solution. Simply type the domain to search for leads. Leads can also be exported to json or csv codes. Don't worry about non-working email. Trusted sources provide the most recent and valid company emails. Leads data includes email addresses, names, and other important attributes that will help you in your marketing outreach.

Silhouette by Boris FX is an Academy and Emmy Award-winning visual effects tool built for professional rotoscoping, paint, cleanup, compositing, and image processing. The software is widely used by VFX artists on major film and television projects, including titles such as Deadpool & Wolverine, Rebel Moon, Barbie, Dune, 3 Body Problem, Fallout, Twisters, Wicked: Part I, and The Acolyte. Silhouette combines industry-leading roto and paint tools with node-based compositing and more than 400 creative effect nodes. It includes integrated Boris FX technologies such as Sapphire, Mocha Pro, Particle Illusion, and Continuum. Artists can use tools for masking, tracking, cloning, morphing, keying, warping, auto paint, ML-assisted masks, and professional cleanup workflows. Silhouette can run as a standalone application or as a plugin inside supported Adobe and OFX hosts. The software supports macOS, Windows, and Linux, giving studios flexibility across production environments. Machine learning plugins can accelerate roto and matte workflows, with GPU acceleration available on supported systems. By combining roto, paint, tracking, compositing, ML assistance, and premium Boris FX effects, Silhouette gives visual effects artists a complete toolkit for high-end post-production work.

Stop fraud, spam and account takeovers by using 99.5% accurate browser fingerprinting. You can quickly access suspicious visitor activity and geolocation. Integrate our API into your signup or server-side business rules. Instant notifications sent securely to your backend systems. This is ideal for building scalable, asynchronous processes. Any web application can be protected against account takeover. Protect your customers' accounts by accurately identifying threats and preventing them from causing damage. Users who re-use passwords across multiple services run the risk of having their accounts hacked by fraudsters who bought or hacked them from another source. These fraudsters can be caught by associating multiple login attempts with bot networks. Social engineering is still a reliable method for fraudsters accessing accounts. To prevent phishing accounts from being accessed easily, require new visitors to provide additional authentication.

Node.js serves as an asynchronous event-driven JavaScript runtime specifically engineered for creating scalable network applications. Each time a connection is made, a callback function is triggered; however, if there are no tasks to execute, Node.js enters a sleep state. This approach stands in stark contrast to the more prevalent concurrency model that relies on operating system threads. Networking based on threads can be quite inefficient and often presents significant usability challenges. Additionally, Node.js users don't have to concern themselves with the complications of dead-locking the process since the architecture does not utilize locks. In fact, very few functions within Node.js handle I/O directly, ensuring that the process remains unblocked except when synchronous methods from Node.js's standard library are utilized. This non-blocking nature makes it highly feasible to develop scalable systems using Node.js. The design of Node.js shares similarities with, and draws inspiration from, frameworks like Ruby's Event Machine and Python's Twisted, extending the event model even further. Notably, Node.js incorporates the event loop as an integral runtime feature rather than relegating it to a mere library, thus enhancing its efficiency and functionality. This distinctive approach makes Node.js an attractive choice for developers looking to create high-performance applications.

Jasper is an AI marketing platform that combines specialized agents, content automation, brand intelligence, and connected workflows to help marketing organizations execute campaigns at scale. The platform provides more than 100 specialized AI agents designed to perform real marketing work rather than functioning solely as a general-purpose conversational assistant. Jasper Content Pipelines create repeatable workflows that can move projects from planning and content creation through review and final launch. Jasper IQ incorporates brand voice, style guides, audience profiles, product knowledge, and other organizational context into generated marketing materials. Marketing teams can use Jasper for campaigns, personalization, localization, GEO, SEO, AEO, research, translation, content optimization, and other marketing workflows. Its role-specific capabilities support product marketers, content marketers, performance marketers, brand marketers, field marketers, and public relations and communications teams. Jasper includes tools such as AI Studio, Jasper Grid, Canvas, Marketing AI Editor, Jasper Chat, Image Pipelines, APIs, Jasper MCP, and a collection of IQ products for managing marketing context. The platform is designed for team-scale deployment with enterprise security, governance, privacy controls, and an LLM-agnostic architecture.

Thanks to a comprehensive array of tools and APIs available from leading cloud providers, developing services in Go has never been more accessible. The language's extensive open-source libraries, combined with its powerful standard library, make it ideal for crafting swift and sophisticated command-line interfaces. Go's exceptional memory management and compatibility with multiple integrated development environments enhance its capability to drive rapid and scalable web applications. With quick compilation times and a clean syntax, along with built-in formatting and documentation tools, Go is tailored to meet the needs of both DevOps professionals and site reliability engineers. This is a deep dive into everything related to Go. Whether you are embarking on a fresh project or looking to refine your existing Go skills, there’s a structured interactive introduction that is divided into three parts. Each part offers practical exercises to reinforce your understanding, and the Playground feature allows users to write Go code directly in a browser, which is then compiled, linked, and executed on our servers instantly. This hands-on approach makes learning Go not only effective but also enjoyable.

TrueFoundry is an Enterprise Platform as a service that enables companies to build, ship and govern Agentic AI applications securely, at scale and with reliability through its AI Gateway and Agentic Deployment platform. Its AI Gateway encompasses a combination of - LLM Gateway, MCP Gateway and Agent Gateway - enabling enterprises to manage, observe, and govern access to all components of a Gen AI Application from a single control plane while ensuring proper FinOps controls. Its Agentic Deployment platform enables organizations to deploy models on GPUs using best practices, run and scale AI agents, and host MCP servers - all within the same Kubernetes-native platform. It supports on-premise, multi-cloud or Hybrid installation for both the AI Gateway and deployment environments, offers data residency and ensures enterprise-grade compliance with SOC 2, HIPAA, EU AI Act and ITAR standards. Leading Fortune 1000 companies like Resmed, Siemens Healthineers, Automation Anywhere, Zscaler, Nvidia and others trust TrueFoundry to accelerate innovation and deliver AI at scale, with 10Bn + requests per month processed via its AI Gateway and more than 1000+ clusters managed by its Agentic deployment platform. TrueFoundry’s vision is to become the Central control plane for running Agentic AI at scale within enterprises and empowering it with intelligence so that the multi-agent systems become a self-sustaining ecosystem driving unparalleled speed and innovation for businesses. To learn more about TrueFoundry, visit truefoundry.com.

Smartlead is an AI-native outbound sales and cold email automation platform built to help businesses scale prospecting, improve email deliverability, and increase sales pipeline growth. The platform provides an all-in-one environment for managing cold email campaigns, AI sales agents, lead generation, deliverability optimization, CRM workflows, and multi-channel communication. Smartlead allows organizations to use unlimited mailboxes and unlimited contact storage while automatically configuring DNS settings, SPF, DKIM, DMARC, sender rotation, and email warm-up to maximize inbox placement. Its SmartProspect database supplies verified contact information and real-time buying signals, helping sales teams focus on prospects who are more likely to convert. AI-powered agents can automate prospect research, generate personalized email sequences, optimize send times, classify responses, and synchronize activity with CRM systems. The Master Inbox centralizes replies from multiple campaigns, allowing teams to organize conversations, prioritize opportunities, assign follow-ups, and manage communications from one dashboard. Additional features such as SmartDialer, integrated CRM pipelines, and workflow automation extend outreach beyond email while maintaining a unified sales process. With enterprise scalability, advanced automation, and infrastructure built specifically for cold outreach, Smartlead enables organizations to launch larger campaigns while maintaining strong deliverability and operational efficiency. The platform helps agencies, sales teams, and enterprises replace fragmented outbound tools with a single AI-powered revenue generation platform.

Akto is an open source, instant API security platform that takes only 60 secs to get started. Akto is used by security teams to maintain a continuous inventory of APIs, test APIs for vulnerabilities and find runtime issues. Akto offers tests for all OWASP top 10 and HackerOne Top 10 categories including BOLA, authentication, SSRF, XSS, security configurations, etc. Akto's powerful testing engine runs variety of business logic tests by reading traffic data to understand API traffic pattern leading to reduced false positives. Akto can integrate with multiple traffic sources - Burpsuite, AWS, postman, GCP, gateways, etc.

Paper is a collaborative design platform that connects design, development, and AI-driven workflows within a single digital canvas. Built on open web standards, the platform enables teams to create visual designs that translate directly into functional HTML and CSS code. This approach reduces the friction between designers and developers by ensuring that visual work and production code stay synchronized. Paper integrates with development environments, APIs, and AI agents so that components, styles, and design tokens can be automatically updated across the design canvas and the codebase. Teams can bring real data, content, and application context into the design environment, allowing them to build interfaces using actual information rather than placeholder content. The platform supports collaboration between humans and AI agents that can assist with tasks such as layout adjustments, responsive variants, and repetitive design work. Paper Desktop expands this capability by connecting the canvas to apps, repositories, and development tools used throughout the workflow. Designers and developers can iterate quickly while maintaining a continuous loop between design and production code. This unified system helps reduce translation errors and keeps projects aligned across teams. By merging design, code, and AI assistance into one environment, Paper enables a more fluid product development workflow.

Contemporary tools for social media management designed for all users. These meticulously developed tools enable you to surpass your objectives with ease. Discover, collaborate, and schedule your content seamlessly across all social platforms. With the ability to visually arrange and preview your posts, you can forge stronger connections with your audience and manage messages, comments, and reviews from a unified dashboard. Analyze and report on the success of your social media campaigns, creating tailored and actionable reports that identify what strategies are effective and which are not. Vista Social Listening features allow brands to monitor relevant conversations with timely notifications and advanced filtering options. Enhance your online reputation with comprehensive review management tools that include reporting, alerts, and response capabilities. Strategically plan and publish to your social media accounts like an expert, employing unique platform features and methods that drive tangible results. Now, benefit from the added power of ChatGPT to elevate your social media strategy!

Cost Reports offer user-friendly dashboards that enable sophisticated reporting and filtering of accrued expenses. You can apply filters to observe daily cost patterns by service, business unit, tag, or account. Additionally, you can link intricate logic to meet any reporting requirement. The forecasts come with confidence intervals that update daily in response to your changing infrastructure, allowing you to gauge future costs effectively. Notifications regarding costs and trends can be sent to you via Slack, Teams, or email on a daily, weekly, or monthly schedule. You will also receive alerts for any cost anomalies detected. Autopilot assesses your EC2 workloads and procures three-year, no-upfront reserved instances to help you cut costs. You have the ability to specify which compute categories or regions Autopilot oversees. Furthermore, managing commitments and infrastructure adjustments becomes a seamless process, ensuring you stay on track with your budgetary goals. This way, you maintain full control over your cost management strategy while optimizing resource usage.

SmartBear Reflect is an AI-powered test automation platform designed to help teams create, run, and maintain automated tests for web and mobile applications. The platform lets testers define test steps in plain English and uses AI agents to convert those instructions into automated actions. Unlike traditional test automation tools that rely heavily on selectors and locators, Reflect adapts to UI changes so tests are less likely to break when an application shifts. Teams can create tests directly from AI-coding environments such as Claude Code or Cursor, or transform manual tests into automated tests from tools like Zephyr. Reflect supports end-to-end testing, regression testing, web testing, mobile testing, API testing, visual testing, email and SMS testing, 2FA scenarios, and data-driven testing. Its test cloud provides detailed results, HD video, console logs, network logs, and reproducible steps when failures occur. Integrations for CI/CD, issue tracking, communication, and test case management help Reflect fit into existing workflows. The platform is designed to help teams increase functional test coverage while reducing manual effort and maintenance. By combining agentic automation, plain-English prompts, self-healing tests, broad test support, and rich debugging evidence, SmartBear Reflect helps teams ship reliable applications faster.

Boost.space is a no-code Agentic Database built to provide AI systems and automations with real-time, structured business context. Instead of relying on disconnected tools and siloed datasets, it centralizes customer, product, and operational information into a synchronized Single Source of Truth. The platform performs continuous two-way data synchronization, keeping systems aligned and eliminating inconsistencies or outdated records. Its built-in AI Fields enrich data at scale by classifying entries, filling missing attributes, translating content, and standardizing formats. Users can power automation workflows on top of this standardized data through integrations with Make, and upcoming support for Zapier and n8n. Through MCP (Model Context Protocol), large language models can directly access live business data, retrieve computed answers, and trigger actions across connected tools. Boost.space enables AI agents to move beyond simple chat interactions and become operational decision-makers. The platform is ISO 27001 and SOC-2 compliant, ensuring enterprise-grade security and regulatory alignment. Businesses across ecommerce, sales, and marketing use it to improve data quality and scale automation without increasing headcount. By turning fragmented information into synchronized context, Boost.space enables true AI execution across the organization.

Robolly is an automated image, video, and PDF generation platform built for teams that need to create personalized visuals at scale. The platform combines a template editor with cloud rendering tools, allowing users to design once and generate many unique outputs automatically. Robolly is useful for recurring design needs such as social media posts, YouTube thumbnails, PPC banners, open graph images, PDF certificates, blog images, quote graphics, email headers, and event visuals. Instead of manually creating each asset in a traditional design tool, users can create dynamic templates that pull in changing text, images, data, and layout variations. Robolly’s image generation API, PDF generation API, and video generation API make it possible to render assets on demand from applications, websites, workflows, and internal systems. Datasets and Google Sheets integration help users bulk-create graphics quickly from structured data. The platform also integrates with tools such as Zapier, Airtable, Make, Pabbly Connect, Albato, and Model Context Protocol. Developers can use Robolly for dynamic open graph images, automated thumbnails, personalized certificates, and programmatic design generation. By combining template design, APIs, integrations, cloud rendering, and bulk automation, Robolly helps teams produce branded content faster with less manual work.

Effortlessly enhance your outreach efforts with limitless email accounts, comprehensive warmup options, and intelligent AI capabilities. Ensure your lead lists are cleaned and verified while confirming that your domains are properly configured for cold emailing; our convenient one-click bulk domain tester will identify any missing crucial records. Utilize our Campaign Builder, which incorporates variables, sequences, and intelligent scheduling to boost both your deliverability and response rates. Instead of managing distinct campaigns for each sending account, you can consolidate all your accounts into a single campaign, allowing for seamless rotation of emails across these accounts, resulting in a more organic outreach experience. With Unibox, handling a single inbox is a breeze, as it allows you to oversee dozens or even hundreds of inboxes at once, enabling you to categorize leads as positive or negative, forward emails, or respond directly, all from one user-friendly interface designed to facilitate meeting bookings and successful deal closures. This streamlined approach not only saves time but also enhances your overall productivity in managing your outreach efforts.

Codey is a desktop AI platform that serves as a local command center for software development, intelligent automation, and AI-powered productivity. Running directly on a user's machine, it allows developers to build applications while keeping projects, source code, and workflows under their own control. The platform supports more than 70 AI providers, including Claude, OpenAI, Gemini, OpenRouter, and local models, allowing users to work with the AI services they already use. Codey includes a team of specialized AI agents that divide responsibilities across coding, planning, research, codebase exploration, and supporting tasks to improve development efficiency. Its Autopilot mode uses the Matis agent to transform application ideas into production-ready Next.js web applications with polished user interfaces. Workpilot extends the platform beyond coding by handling documents, spreadsheets, presentations, PDFs, browser tasks, file management, and n8n automation workflows. Developers can choose between collaborative AI assistance through Co-Pilot, fully automated development with Autopilot, or productivity-focused automation with Workpilot. The local-first architecture gives users greater privacy while maintaining flexibility to choose cloud or local AI models. Codey provides a unified environment where developers can build software, automate business tasks, and orchestrate multiple AI agents without leaving their desktop.

Novu is a developer-first notification and communication platform built for modern products, SaaS teams, and AI agent workflows. It gives teams one infrastructure layer for sending messages through inbox, email, SMS, push, chat, Slack, Microsoft Teams, Telegram, and other channels. Developers can start quickly with a ready-made inbox component, then expand into more advanced workflows using Novu’s framework, APIs, and orchestration tools. The platform includes user preference management, notification snoozing, real-time delivery, digest logic, content management, and a visual block-based email editor. Novu Connect extends the platform into agent communication by connecting AI agents to the channels customers already use. Teams can build workflows for approvals, alerts, support, product updates, and agent-to-user conversations using templates and channel integrations. Novu also integrates with tools such as Twilio, Resend, React Email, Clerk, Stripe, and other developer stack components. Its open-source community, GitHub traction, and contributor base make it appealing for engineering teams that want flexibility and transparency. By combining notification infrastructure, omnichannel delivery, and agent communication, Novu helps teams ship customer messaging faster and manage it more consistently.

The most powerful digitization tool on the market. Processes a wide range digital, scanned, or printed document types. Submit documents in any format and file type. With hundreds of integrations available, you can stay hands-off when it comes to data entry, manual validation or account code tagging. Stay in control of your import and export with automatic notifications and approvals. You can trigger approvals based upon events. Send approvals at once to team members, stakeholders, or clients. Multi-layered approvals in your preferred format (email, mobile app, or in app) will reduce friction. You can now see your finances in real-time every time you use your preferred tools. This eliminates human error and allows you to report accurately.

Runbear empowers teams to rapidly build AI-powered agents without any coding, seamlessly integrating them into widely used communication platforms such as Slack, Teams, Discord, and HubSpot. The platform enables users to deploy specialized AI assistants connected to models like OpenAI, Claude, and Gemini, enhanced by integrations with knowledge sources including Google Drive, Notion, and Confluence to keep content updated automatically. Runbear’s flexible multi-agent management lets organizations customize AI experiences for different teams, improving productivity and collaboration across departments. Key features include automating meeting prep, generating PRDs from Slack threads, querying databases with natural language, and triggering workflow automation through Zapier—all directly from chat environments. The product is designed to simplify complex workflows by reducing repetitive tasks and providing instant, context-aware AI responses to common questions. Companies across various industries praise Runbear for its intuitive interface, seamless setup, and transformative impact on team communication and efficiency. Additionally, Runbear supports compliance with enterprise-grade security standards such as SOC2. This makes it a reliable choice for businesses looking to incorporate AI assistants while maintaining data integrity and privacy.

Glue is an advanced collaboration platform built to help teams turn ideas into action faster and more efficiently. Instead of relying on cluttered chat channels, it uses structured threads that keep conversations organized and goal-oriented. This approach reduces distractions and helps teams focus on completing tasks rather than managing communication noise. A key feature of Glue is its AI-powered assistant, which understands the context of discussions, documents, and workflows. Users can perform actions like filing tickets, retrieving analytics, or querying internal systems without leaving the conversation. The platform also enables real-time multiplayer collaboration, allowing teams to work together seamlessly across projects. Glue integrates with multiple AI models, giving users access to both commercial and cutting-edge technologies. Customization options let teams tailor the AI’s tone, behavior, and responses to match their workflows. By combining communication, automation, and AI in one place, Glue simplifies how teams operate. It ultimately enhances productivity by making collaboration more structured, intelligent, and efficient.

Context.dev is a powerful API platform designed to help developers access, extract, and enrich web data for AI-driven applications. It eliminates the need for fragile scraping systems by offering a reliable way to retrieve structured data from any website. The platform can extract content in formats like markdown, HTML, and images, making it easy to feed data into AI models. It also provides enriched company information, including logos, brand colors, descriptions, and social links. Context.dev supports a wide range of use cases such as AI agents, onboarding personalization, and CRM enrichment. Developers can crawl entire websites, generate screenshots, and classify businesses using industry codes. The platform enables real-time data retrieval, ensuring applications always use up-to-date information. Its API-first approach allows seamless integration into existing workflows and products. Context.dev is designed for scalability, making it suitable for both startups and enterprise use cases. Overall, it helps developers build smarter, more context-aware applications with minimal effort.