Business Software for Model Context Protocol (MCP)

Builder.io Fusion is a cutting-edge visual development platform designed to help teams build web apps and UIs from Figma designs, existing repos, or scratch, accelerating the path from idea to production. It seamlessly integrates with any codebase and leverages your design tokens and components to generate clean, consistent code that matches your development standards. The platform allows both developers and non-developers to visually modify generated experiences with drag-and-drop functionality and fine-tune styling at a granular level. Fusion also prompts with backend context to create fully interactive designs and supports publishing through API for flexible deployment. Enterprise features include granular roles and permissions, customizable workflows, and the ability to bring your own LLM API key without training on your data, prioritizing privacy and control. Major brands such as Everlane, Zapier, and J.Crew have used Fusion to boost development efficiency by 20%, shorten time to market, and free engineering capacity. Fusion’s security compliance with SOC 2 Type II ensures robust protection for enterprise workflows. The platform empowers cross-functional teams to collaborate and innovate faster while maintaining high standards of code quality.

Pixelcut is a comprehensive AI-driven creative platform designed to help brands, businesses, marketers, and content creators generate, edit, and manage visual content with speed and consistency. The platform combines advanced image and video generation capabilities with a powerful suite of editing tools, enabling users to create professional-grade assets from simple prompts or existing media. Core features include AI image generation, AI video generation, background removal, image upscaling, generative fill, object removal, image expansion, shadow generation, retouching, and bulk editing workflows. Pixelcut’s intelligent creative agent interprets user goals and automatically applies the most appropriate creative tools and AI models to produce polished results with minimal manual effort. The platform also supports brand consistency through customizable brand assets and persona management, allowing organizations to maintain a unified visual identity across campaigns, product imagery, advertisements, and social content. Batch editing capabilities enable teams to process hundreds of files simultaneously, significantly reducing production time for large-scale creative projects. By centralizing content generation, editing, and asset management in one platform, Pixelcut helps users accelerate creative production, improve efficiency, and produce high-quality visuals without extensive design or technical expertise.

Clay is the AI-driven data marketplace and orchestration layer that powers modern go-to-market teams. Clay enables teams to find and qualify prospects with AI agents and intent signals, enrich their CRM with best-in-class accuracy and fill rates from 150+ data providers and AI, and orchestrate GTM workflows such as ABM, outbound, and pre-call meeting notes. Over 5,000+ companies, like OpenAI, Canva, Anthropic, and Rippling, use it to power everything from recurring CRM enrichment to targeted outreach. Find accounts with a burning need for your product. Analyze your closed-won list of top customers to narrow your ICP and find lookalikes of your best fit customers from multiple sources. Use AI to build the most sophisticated scoring and qualification logic. Continuously source new qualified leads so sales and marketing teams can continue to take actions such as creating Ads or launching outbound. Enrich with accuracy no single provider can match. Trusted data improves every part of your GTM engine. Clay’s waterfall enrichment approach across 150+ data sources combines multiple providers to result in higher fill rates at lower cost. Automatically run enrichments and sync data directly to your CRM or data warehouse while avoiding duplicates. The results of waterfalling providers speak for themselves: OpenAI doubled their inbound lead enrichment coverage rates and Anthropic tripled their inbound lead match rate. Orchestrate plays that convert accounts from aware to closed. Score accounts by fit and engagement, then build ABM tiers that move prospects through your funnel. When accounts hit intent thresholds—pricing page visits, job changes, webinar attendance—alert reps instantly or trigger multi-channel campaigns at scale including outbound with Clay’s sequencer.

Weaviate is an open-source vector database built for the AI era, giving teams one platform for vector search, retrieval-augmented generation, and agent memory. Store data objects together with embeddings from your preferred machine learning models and scale effortlessly to billions of objects. Import your own vectors or rely on Weaviate's built-in vectorization, then search across vector, keyword, and hybrid methods to get highly relevant results, even when filters are applied. By connecting to today's leading large language models, Weaviate helps you build grounded search and question-answering over your own data. The platform reaches well beyond storage: its Query Agent translates plain-language questions into accurate queries with citations, Engram delivers managed long-term memory for AI agents, and Weaviate Embeddings removes the work of running your own embedding pipeline. Available as self-hosted open source or fully managed Weaviate Cloud across AWS, GCP, and Azure, backed by SOC 2 Type II, native multi-tenancy, replication, and role-based access control. From semantic search to recommendation to fully agentic applications, Weaviate is the foundation to ship AI products faster.

FullSession is a session replay, product analytics, and conversion optimization platform built to help teams understand why users struggle on websites and digital products. It gives businesses tools for watching real user journeys, analyzing funnels, viewing click, move, and scroll heatmaps, tracking errors, collecting feedback, and connecting insights to existing workflows. The platform’s Lift AI feature acts as an impact engine that identifies high-priority friction, explains the evidence behind each recommendation, and helps teams measure whether fixes improve outcomes. FullSession allows users to move from a funnel drop-off, alert, or error spike directly into the session replay that shows what happened. Product teams can use it to improve onboarding and adoption, growth teams can use it to increase conversion, and engineering teams can use it to reproduce issues faster. Heatmaps help teams understand attention patterns, weak CTAs, dead zones, and layout problems across desktop and mobile. Feedback widgets and surveys capture user comments in context, linking qualitative input to the actual session where the issue occurred. FullSession also includes privacy and security features such as data masking, blocked elements, access controls, and sensitive input protection at capture. By combining AI prioritization, session evidence, technical signals, and feedback, FullSession helps teams fix the issues that matter most.

Basedash is an AI-powered business intelligence platform designed to help organizations analyze data, build dashboards, and answer business questions through natural language prompts. Instead of requiring users to manually create reports or write complex SQL queries, the platform automatically generates charts, dashboards, and analytics using trusted business metrics. Basedash connects to cloud data warehouses as well as hundreds of popular business applications, bringing operational, financial, marketing, and customer data together into one reporting environment. Its AI-native architecture allows users to ask questions about revenue, customer acquisition, retention, churn, and other key performance indicators while receiving instant visual insights. The platform's semantic layer ensures that important business metrics are defined once and consistently reused across dashboards and reports. Built-in automation capabilities help organizations generate recurring reports, monitor important trends, and streamline data-driven workflows. Enterprise-grade security includes encryption, SOC 2 Type II compliance, role-based permissions, SSO, SCIM provisioning, and deployment options for both cloud and self-hosted environments. Basedash also prevents customer data from being used to train AI models, helping organizations maintain greater control over sensitive information. By combining AI-assisted analytics, reliable metrics, and broad integration capabilities, Basedash enables modern teams to make faster, more confident business decisions.

Build, deploy and scale AI applications from end-to-end in the cloud. Griptape provides developers with everything they need from the development framework up to the execution runtime to build, deploy and scale retrieval driven AI-powered applications. Griptape, a Python framework that is modular and flexible, allows you to build AI-powered apps that securely connect with your enterprise data. It allows developers to maintain control and flexibility throughout the development process. Griptape Cloud hosts your AI structures whether they were built with Griptape or another framework. You can also call directly to LLMs. To get started, simply point your GitHub repository. You can run your hosted code using a basic API layer, from wherever you are. This will allow you to offload the expensive tasks associated with AI development. Automatically scale your workload to meet your needs.

Metaflow serves as an intuitive agent creator and automation framework for growth operators and knowledge professionals who find themselves constrained by inflexible app connections and a plethora of prompt threads. This platform allows for uninhibited ideation while transforming insights into scalable AI workflows seamlessly. In contrast to conventional automation solutions that compartmentalize creativity from implementation, Metaflow integrates both discovery and execution into a cohesive environment. This integration facilitates exploration, development, and maturation of ideas into robust systems that generate significant impact. As a result, growth teams can liberate their cognitive resources, enabling them to engage in work that is profoundly fulfilling and impactful. Ultimately, Metaflow empowers users to harness their creativity while also streamlining their operational processes.

Qwen3.7-Max represents the latest advancement in Qwen's proprietary models, tailored for the agent era, and serves as a robust foundation for various applications, including code writing and debugging, office workflow automation, and maintaining extended autonomous browser sessions. This model achieves top-tier coding performance, demonstrating superior capabilities in software engineering, terminal operations, GUI interactions, web browsing, and the utilization of agentic tools. By enhancing the alignment between model intelligence and real-world agent execution, Qwen3.7-Max facilitates advanced planning, long-context reasoning, dependable function invocation, and the execution of multi-step tasks within intricate workflows. Furthermore, it bolsters multimodal and document-centric tasks through Qwen Studio, which enables chatbot interactions, comprehends images and videos, generates images, processes documents, creates presentations, offers coding support, conducts in-depth research, and enables web development. This comprehensive suite of features positions Qwen3.7-Max as a leading solution for diverse operational needs in the modern digital landscape.

Phano serves as a composite AI solution tailored for Customer Success and Account Management teams within B2B SaaS organizations. Each night, it analyzes and correlates account usage, relationship dynamics, and support indicators to identify accounts that may be at risk of churn or poised for growth, offering insights into the likely causes and recommended actions prior to renewal. Every analysis reveals its underlying evidence, inconsistencies, and potential blind spots, ensuring that teams can make informed decisions based on reliable data. The intelligence is conveniently integrated into the platforms that teams already utilize, such as email, Slack, Microsoft Teams, CRM systems, and webhooks, along with support for API and MCP. This dual functionality means that while the Customer Success Manager focuses on retaining the customer base, the Account Manager can simultaneously work on expanding accounts using the same diagnostic insights. Phano offers easy self-service setup, a 30-day free trial, and then a subscription priced at 99 EUR per month, making it accessible for teams aiming to enhance their customer relationships and drive growth. In this way, Phano not only simplifies processes but also empowers teams to act decisively and strategically.

ScrapeBadger is a comprehensive web scraping API service that focuses on retrieving data from platforms like Twitter/X, Reddit, and Google, while also providing specialized scrapers for TikTok, YouTube, LinkedIn, Amazon, eBay, Zillow, and over 40 additional sites, complete with integrated anti-bot measures and a dedicated MCP server for AI integration. It efficiently navigates obstacles posed by services like Cloudflare, DataDome, Akamai, Imperva, PerimeterX, and Kasada without requiring any manual proxy management, CAPTCHA solutions, or script repairs, ensuring that every scraper delivers clean, structured JSON data and that users incur no charges for unsuccessful requests. The platform extends its coverage across various domains, including social media, a wide array of Google products, e-commerce sites such as Amazon and eBay, and real estate platforms like Zillow and Realtor, making it a versatile tool for data extraction. Additionally, the MCP server facilitates connections between all scrapers and AI tools including Claude, ChatGPT, and Cursor, and offers official SDKs for both Node.js and Python, enhancing its usability for developers. With its user-friendly approach and robust capabilities, ScrapeBadger stands out in the web scraping industry.

Grengin is a free, open-source AI gateway you run on your own infrastructure, giving teams governed access to multiple LLM providers without routing data through third-party SaaS. Spin it up in under 5 minutes using a cloud marketplace image with OAuth/SSO already configured, or a guided setup wizard (4-5 steps) — no YAML wrangling, no multi-hour setup. Under the hood: department-level budgets, RBAC, MCP server integrations for tool use, semantic search across chat history, and an admin dashboard, all shipped as source you can audit, fork, or self-modify. For sysadmins, that means real knobs: whitelist which providers/models are reachable, cap spend per department, register and manage your own MCP tool servers, and scope permissions down to the org or team level. It also ships with tamper-evident audit logs, per-user/department/model usage analytics, and SSO hooks for Google and Azure AD — the stuff you'd otherwise have to bolt on yourself with a commercial alternative.

AEO Copilot serves as an optimization tool for answer engines, monitoring your clients' brands through platforms like ChatGPT, Claude, Perplexity, and Google AI Overviews. It helps identify areas where visibility is lacking, provides practical recommendations, and allows users to transfer the gathered data into Claude Code via MCP for further analysis. This integration enhances the overall efficiency of brand management in the digital landscape.

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.

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.