Business Software for Cursor

Bevel serves as a vendor-neutral, Git-integrated control plane tailored for enterprise AI agents, allowing organizations to define their agents, context, skills, tools, permissions, and identities as owned files within their infrastructure, which can then be accessed by any agent runtime through MCP. The context is organized as typed knowledge nodes, each with documented provenance detailing its source, the last modification, and verification timestamps, and this information is compiled into a navigable graph that can be updated and utilized for creating dashboards. Skills are articulated as straightforward Markdown procedures, enabling process owners to easily read, review changes, and transfer them across different runtimes. Additionally, tool manifests outline the capabilities available, while sensitive information is stored securely in a vault, governed by access rules that dictate which agents can read certain files or invoke specific endpoints. Each agent is assigned a unique identity and credentials, ensuring that all actions can be traced back to their source. This comprehensive framework not only enhances security and organization but also promotes transparency and accountability in AI operations.

The new OpenAI API service tier, GPT-5.6 Sol Ultrafast, operates up to 14 times quicker than the Standard processing version, delivering cutting-edge intelligence to applications and workflows where every fleeting moment is crucial. Utilizing Cerebras technology, it boasts the capability to produce as many as 750 output tokens each second, enabling sophisticated reasoning to function at real-time velocities without the need for a more compact or specialized model. This service is particularly tailored for business environments where rapid responses can significantly enhance the capabilities of AI systems. It has various applications, including incident response, where it can swiftly analyze logs, code changes, traces, and engineering reports during ongoing outages; financial research and security, where it can rapidly evaluate fluctuating market signals and identify suspicious transactions; and customer support, where intricate problems can be resolved seamlessly during live conversations. In the realm of e-commerce, it excels at handling product inquiries, verifying inventory status, and customizing product recommendations to enhance user experience. By implementing this advanced service, organizations can expect improved efficiency and effectiveness in their operations.

MaxFusion serves as an innovative AI-driven creative layer tailored for brands and agencies aiming to efficiently produce and amplify high-impact video advertisements. The platform, MaxFlows, seamlessly integrates each aspect of the ad creation process, from competitor analysis and trend identification to ideation, image and video production, and final editing, all within an interactive visual workspace that teams can manage. Users have the capability to extract competitors’ advertisements from the Meta Ad Library, explore TikTok and various social media channels for engaging hooks and concepts, and generate ideas focused on brand advantages and customer challenges. By consolidating advanced image and video models, it enables the creation of initial frames, product visuals, ad stills, and dynamically generated videos, allowing teams to edit, combine, caption, and export creatives that are ready for campaigns. Its unique feature, RIZZ, employs an audio-guided video model to produce user-generated content-style videos featuring expressive AI actors capable of showcasing a range of emotions such as joy, sadness, and celebration, resulting in more authentic performances. Additionally, the platform's bulk production functionality transforms a single advertising brief into extensive batches of advertisements, empowering teams to experiment with a wider array of concepts, perspectives, and variations to enhance their marketing strategies. Ultimately, MaxFusion not only streamlines the ad creation process but also fosters creativity and efficiency among teams in the competitive landscape of digital advertising.

OJO serves as a collaborative workspace for AI design teams, transforming product objectives into comprehensive research, design, interactive prototypes, and seamless production handoffs. Unlike basic prompt-to-output UI generators, it empowers users to build a specialized AI design team, integrate unique Skills, articulate a product concept in everyday language, and navigate the entire process from product strategy to PRD, prototype, refinement, code generation, and launch on an expansive Canvas. This platform enables teams to define their target audience, essential scenarios, requirements, priorities, and overall product vision; experiment with various page styles, component libraries, and visual themes; and develop interactive, clickable interfaces that evolve based on feedback regarding text, layout, graphics, states, and user interactions. Additionally, OJO ensures that product reasoning, design choices, prototypes, and implementation handoffs are cohesively linked within the same context, thus avoiding the need to restart at each tool transition. Furthermore, OJO is capable of leveraging prompts, reference materials, product briefs, and pre-existing assets to enhance the design process. This integration of resources helps streamline creativity and efficiency, making it a powerful ally for design teams.

Gemini 3.8 Flash Cyber represents Google's most advanced cybersecurity model, offering top-tier performance in identifying vulnerabilities and automating patching processes with remarkable speed for rapid iteration. Tailored for trusted defenders, it is accessible via the Fairwind Program. On CyberGym, a recognized industry benchmark for detecting vulnerabilities, this model showcases exceptional autonomous vulnerability discovery, outperforming both Gemini 3.5 Flash Cyber and larger frontier models. Furthermore, Google assessed its effectiveness on an internal benchmark that spans complex codebases across 20 programming languages, achieving a success rate of over 70% in identifying various vulnerabilities. Unlike many models that focus on offensive strategies, Gemini 3.8 Flash Cyber emphasizes the importance of fixing vulnerabilities, providing defenders with advanced tools that enhance their ability to stay ahead of cyber attackers. This focus on proactive defense represents a crucial shift in the cybersecurity landscape, prioritizing the safeguarding of systems over mere exploitation capabilities.

oMLX is an MLX server specifically designed for macOS, enhancing the efficiency and speed of local AI operations on Apple Silicon. It caters to the functional dynamics of coding agents by implementing paged SSD KV caching, which enables the persistence of cache blocks on disk; this means that previously accessed prefixes can be retrieved quickly across different requests and even after server restarts, thereby eliminating the need to recompute them from scratch. As a result, the time taken to generate the first token in lengthy contexts can be significantly reduced, dropping from a range of 30 to 90 seconds down to less than five seconds after the initial interaction. The server adeptly manages simultaneous requests through a continuous batching mechanism via mlx-lm’s BatchGenerator, which enhances overall generation throughput without requiring requests to queue up behind a single task. oMLX is capable of simultaneously serving a variety of models, including LLMs, vision-language models, embedding models, and rerankers, utilizing LRU eviction to manage memory constraints effectively. Furthermore, it is compatible with any MLX-format model sourced from Hugging Face, such as Qwen, LLaMA, Mistral, Gemma, DeepSeek, MiniMax, and GLM, and can also utilize models that are already present in the standard Hugging Face cache, directories associated with LM Studio, or any custom storage locations, ensuring a versatile user experience. This flexibility in model integration enhances the overall usability and practicality of oMLX for developers and researchers alike.

Grok 4.8 is an upcoming large language model from xAI designed to continue the company’s push toward more capable coding, reasoning, knowledge work, and autonomous AI agents. Elon Musk has stated that Grok 4.8 uses approximately 2.5 trillion parameters, making it larger than the 2.1-trillion-parameter Grok 4.7 model previously discussed. The model is also being trained on a new C++ software stack that xAI expects to use for its next generation of large-scale training runs. Initial model training is expected to finish before reinforcement learning and additional post-training work begin, meaning the final production model is not yet available. Based on the current Grok generation, Grok 4.8 is likely to emphasize software engineering, agentic tool use, professional knowledge work, image understanding, and complex multi-step reasoning. Grok 4.7 currently supports configurable reasoning levels and a 500,000-token context window, providing a baseline for the capabilities xAI is developing further. Grok 4.8 may also become an important model for products such as Grok Build and Grok Bot, where stronger reasoning and tool coordination can support longer autonomous workflows. xAI has not published official Grok 4.8 benchmarks, pricing, context limits, API details, or an exact release date. Grok 4.8 is expected to serve developers, engineering teams, researchers, enterprises, and AI agent builders seeking frontier-level performance across technical and professional tasks.

Opal Zero serves as a governance platform for AI agents that provides just-in-time access management by cataloging every agent and linking it with a responsible owner, evaluating access requests, and implementing decisions through the existing MCP gateway. This comprehensive solution allows organizations to maintain a unified inventory across various identity providers and AI platforms, including Okta, Entra, Anthropic, OpenAI, Bedrock AgentCore, and Cursor, revealing the permissions each agent holds and their respective ownership. The Risk Center highlights access that may be misaligned with intended use, unassigned, or excessive, directing concerns to the relevant owner while offering immediate corrective measures. Paladin assesses requests against established policies and contextual information, pinpoints the least-privileged access routes, adheres to ownership boundaries, and elucidates the rationale behind each resolution. By analyzing real user behavior, Policy Insights uncovers instances of redundant access and suggests enhancements to access policies, moving beyond sporadic fixes. Furthermore, Gateway Enforcement ensures that approved access decisions are implemented as specific, temporary policies within the existing gateway infrastructure, thereby fostering a more secure and organized environment for managing AI agents.

MSPStuff Switchboard serves as a hosted AI workspace and MCP gateway designed specifically for managed service providers. It facilitates read-only access to various systems including PSA, RMM, Microsoft 365, security, backup, and billing, enabling teams to pose inquiries in straightforward English. Users are empowered to generate traceable reports, dashboards, charts, and scheduled checks, while also utilizing read-only AI agents with the ability to review source tool calls. Administrators manage access based on individual users and platforms, ensuring that credentials are securely maintained server-side. The functionality of Switchboard can be accessed through its web application or via compatible MCP clients such as ChatGPT, Claude, Microsoft Copilot, and Cursor. This versatility allows managed service providers to enhance their operational efficiency and streamline communication across different systems.

Influence serves as a comprehensive web-based platform for managing social media, enabling users to plan campaigns, create and modify posts, handle media assets, schedule content, and analyze delivery outcomes. It includes a section for Brand Guidelines that encapsulates the organization's voice and business context, while its Influence IQ feature suggests editable posts, campaigns, timelines, and visuals for users to approve. The platform also boasts tools like a calendar, post previews, activity tracking, and Insights, which assist users in synchronizing their publishing efforts across various channels, including social media, community forums, blogs, and email newsletters. Additionally, Influence offers a connection to MCP, allowing compatible AI assistants to draft and schedule content, with all publishing actions remaining subject to user review and consent. This platform caters to a diverse array of users, including creators, small businesses, agencies, developers, nonprofits, startups, teams in higher education, and user-generated content campaigns, making it an essential tool for anyone looking to enhance their social media presence effectively. Ultimately, Influence empowers its users to maintain a cohesive online strategy while streamlining their workflow.

Arcmira serves as a media intelligence and transcript search tool that enables users to explore what is said in indexed YouTube videos and podcasts. The platform allows for the searching of spoken segments, examination of timestamped source links, identification of individuals and organizations, tracking of mentions and appearances, monitoring of topics, and assessment of sponsorship or recommendation signals. For users needing more detailed transcripts, premium options are available that include speaker attribution and coverage for recordings lacking usable captions. Developers can integrate the service through various means, including an HTTP/JSON API, TypeScript and Python SDKs, a command-line interface, and a remote MCP server specifically for AI agents. Arcmira is tailored for developers, researchers, creators, and teams who require source-linked evidence from extensive media. Additionally, it’s important to verify automated classifications and speaker identifications by referencing the original recordings to ensure accuracy. This commitment to precision makes Arcmira a vital tool for those engaged in thorough media analysis.

Advibly serves as a web-based creative and social publishing platform designed specifically for founders, marketing teams, and agencies. Users can initiate projects using various sources, such as websites, app store listings, storefronts, product images, or pre-existing brand materials, allowing the platform to generate reusable context for brand and product creativity. Its versatile workflows accommodate a wide range of formats including static advertisements, image collections, carousels, product videos, user-generated content presenter ads, animated explainers, voiceovers, music tracks, captions, and numerous creative variations. Additionally, users are empowered to steer the production process by utilizing templates, scripts, storyboards, references, and model settings, followed by the ability to review and organize their assets within designated projects. Advibly also features a content calendar that aids in scheduling and publishing approved content across associated social media accounts. The web-based workspace can be accessed directly or through compatible AI assistants that connect to its MCP server, facilitating creative workflows based on saved brand context. Furthermore, the platform offers various plans that include credits for content creation and social media publishing, with the flexibility to purchase additional credits as needed. This comprehensive approach not only streamlines the creative process but also enhances collaboration among team members.

Pletor serves as an online AI-driven creative production hub tailored for commerce brands, marketing departments, agencies, retailers, and creative experts. By merging image, video, and text generation technologies with brand-specific contexts and reusable workflows, it empowers teams to produce product imagery, advertisements, AI-generated user-generated content, and various campaign iterations. Within the platform, users can maintain brand guidelines, product data, and creative assets in a centralized Brain, enabling them to construct or execute Flows that automate production tasks across numerous products, formats, languages, and regions. Additionally, Pletor facilitates team collaboration and batch processing, allowing workflows to be managed either directly on Pletor or via compatible AI assistants through the Model Context Protocol (MCP). Users benefit from plans that offer monthly credits, with options for top-ups and enterprise-level features that encompass single sign-on (SSO), tailored data hosting, onboarding assistance, and dedicated support services. This innovative platform streamlines the creative process, making it more efficient and accessible for various collaborative teams.

Cocuyo serves as an online AI creative platform that facilitates the development of images, videos, and voice content. It combines models from various sources, enabling users to generate content based on text prompts, uploaded images, and other references. Users are guided through specific tasks like creating social media posts, advertisements, product images, brief videos, image modifications, storyboards, and voice-overs with the help of tailored applications. The Studio displays the credit cost associated with chosen models and configurations prior to the user's final decision on a generation. A complimentary account allows users to explore models and utilize web-based tools for image, video, audio, PDF, and text files, while AI-generated content requires the use of paid credits. Users have the option to recharge their credits without committing to a subscription, and any unused credits remain valid indefinitely. Furthermore, optional integrations enable users to develop and oversee their creations via Claude, ChatGPT, Codex, and Cursor through MCP, with proper account authorization. The user interface is accessible in multiple languages, including Spanish, English, Russian, and Filipino, catering to a diverse audience. This wide range of features makes Cocuyo an appealing choice for creative individuals and businesses alike.

ReplyAtlas is an online tool designed to automate Instagram messaging, catering to creators, coaches, e-commerce businesses, and social media agencies. Users can establish specific keywords related to Instagram posts, Reels, Lives, or story responses, allowing for the automated sending of direct messages that can include links, promotional offers, or other pertinent information. This platform also features AI-driven personalized responses, multi-card messages equipped with buttons, automatic moderation of comments, lead tracking, scheduling options, and A/B testing capabilities. Additionally, it integrates seamlessly with HubSpot and Google Sheets, and offers a REST API along with an MCP server for compatibility with various supported tools. ReplyAtlas aims to assist teams in managing their Instagram interactions, transforming comment activity into direct conversations and measurable leads. Access to the service is provided through web browsers and mobile apps; however, the ability to connect to Instagram accounts and utilize specific features is contingent upon the permissions set by Meta's platform. With its comprehensive functionalities, ReplyAtlas streamlines the engagement process, making it easier for users to effectively communicate with their audience.

Automater serves as a desktop assistant for developers who utilize various AI coding tools and agents. It efficiently processes recognized transcript files stored locally by these tools, compiles session histories into an easily navigable library, and provides insights into agent performance, outstanding sessions, and usage metrics via a convenient system-tray panel. Available in Automater Lite form for Windows, macOS on Apple silicon, and Linux, it ensures that the local archive is maintained on the user's device, allowing for session resumption wherever the originating tool permits. The free Lite version operates without the need for an account, while the premium PRO edition includes features for managing sessions, controlling agents, and enhanced fleet management capabilities. It aims to assist developers in managing their activities across multiple coding platforms instead of replacing those tools or supplying coding agents directly. This dual approach ensures a comprehensive solution for optimizing coding workflows in a multi-tool environment.

Postdom is an online tool designed for businesses and their social media management teams to facilitate content creation and publication across various platforms. It transforms a company's website and brand details into suggested formats like short videos, slideshows, and single-image posts, which are then organized in a review feed for users to approve, modify, or discard. Once content is approved, it can be scheduled for posting on various supported social networks, while also incorporating team workflows for review and scheduling tasks. Postdom claims that its suggestions evolve based on user selections. The platform accommodates content for popular networks such as TikTok, Instagram, YouTube, Facebook, LinkedIn, X, Threads, Bluesky, and Snapchat. Additionally, it offers a REST API and an MCP server to facilitate workspace access, post creation, and scheduling via compatible tools. Primarily, Postdom targets small and local businesses, ecommerce brands, software firms, and agencies looking to efficiently create and manage their social media content. It aims to streamline the content creation process, making it easier for teams to enhance their online presence.

DemoBro is an innovative cloud platform designed for crafting narrated videos that showcase products and guide users through applications. It caters to sales teams, SaaS providers, product marketers, and developers, allowing them to start with a brief or a reusable scenario, review the generated steps, and create screen-captured videos complete with narration, captions, optional avatars, and visual effects. Teams can easily personalize videos by adjusting names in the narration and on-screen text for various clients while keeping the recorded product interface intact. Additionally, the platform allows for video sharing via links, complete with visit analytics, or exporting for purposes such as sales follow-up, product updates, webinars, and internal reviews among developers. A Chrome extension facilitates recording, while the hosted API, MCP server, and GitHub Action enable the automation of demo workflows. Furthermore, the MCP server permits compatible assistants to guide users through walkthroughs, enhancing the user experience. DemoBro operates on an account credit system, with a starter tier that restricts free users to a single watermarked render each month, making it accessible yet feature-rich for all types of users.

ViralFarm offers a cloud-based platform designed for creators, entrepreneurs, businesses, and marketers to generate and manage social media content seamlessly. Users can transform a variety of inputs, such as URLs, topics, or text, into diverse formats including posts, carousels, slideshows, reels, and Pinterest pins, while also having the option to customize designs or incorporate their own images and videos. The platform features a collaborative calendar that enables users to plan and publish content across popular social media platforms like TikTok, Instagram, Pinterest, LinkedIn, Threads, Facebook, YouTube, and X. Additionally, its MCP server and REST API facilitate the integration of compatible AI tools and developer solutions, allowing for the creation, upload, scheduling, and publication of content to linked accounts. Users can take advantage of templates inspired by successful viral content to kickstart their designs, and any content can be reviewed and modified within ViralFarm prior to going live. Subscription plans offer varied limits on connected accounts and monthly AI credits, but provide unlimited scheduling and publishing options for specific tiers. This flexibility allows users to effectively manage their social media presence while maximizing engagement and reach.

Light Studio serves as a desktop application designed for photographers and creators, enabling them to manage and edit their image collections effectively. The software can directly open Lightroom Classic catalogs or convert them into its proprietary Light catalogs, and it seamlessly integrates Lightroom presets and XMP sidecars. Users have the ability to browse their images by date, folder, or album, conduct photo searches, organize faces, manage keywords, and edit metadata, as well as batch-rename files with ease. The editing capabilities are extensive, including adjustments for exposure, color, curves, grading, detail, optics, and cropping, along with features for HDR and panorama merges. Additionally, users can utilize local masks, denoise, super resolution, and tools for removing, healing, and cloning to refine their images further. It also accommodates compatible video files, allowing them to be stored alongside photos. For advanced retouching, users can send images to Photon Studio and subsequently retrieve them back into the library. The system ensures that libraries, edits, face groups, search indexes, and local AI processing remain on the user's computer, and Light Studio is anticipated to be available for macOS, Windows, and Linux platforms in the near future. This software aims to provide a comprehensive solution for photographers seeking an efficient way to manage their creative workflow.

Axiom Lab offers an online platform designed to transform startup founder presentations and AI-driven interviews into compelling investor-pitch videos. Founders can easily upload their decks, participate in a structured interview process, and evaluate the finished video prior to its release. The platform features a browser-based workspace that facilitates project submissions and monitoring, along with a suite of tools including a REST API, SDKs, command-line utilities, webhooks, and a Model Context Protocol (MCP) server, ensuring seamless integration with AI assistants like Claude and Cursor. This service is tailored for startup founders and teams who are crafting investor presentations and seek a streamlined video production process without the need for hiring a film crew. Each project is individually priced, with customers maintaining a prepaid account; charges for each video are incurred once a completed film successfully passes quality checks and is delivered. By leveraging this innovative solution, founders can enhance their fundraising efforts with high-quality video content that effectively communicates their vision.

Mirelo AI is a cutting-edge platform that leverages artificial intelligence for sound creation and editing, aimed at enhancing videos with realistic audio that is perfectly synchronized. Users can easily upload their video content and automatically generate various sound effects such as footsteps, impacts, Foley, and ambient noises that align seamlessly with the visual elements, thus removing the hassle of manually finding, trimming, and syncing different sound clips. The enhanced Mirelo SFX 2.0 version allows for the removal of unwanted background music while keeping dialogue intact, as well as enabling the generation of clear audio surrounding speech and ensuring uniform sound across different segments of the video. Capable of handling videos that are up to 10 minutes in length, it empowers users to produce a cohesive soundtrack that complements the entire project. The platform's browser-based Studio offers an array of tools for creating, extending, looping, replacing, and fine-tuning audio, in addition to features for generating custom background music and transforming text into sound effects. Furthermore, the audio-to-MIDI capability allows users to convert their audio files into editable MIDI and MusicXML formats, opening up even more creative possibilities for sound design. Overall, Mirelo AI stands out as a versatile tool that simplifies the audio production process for video creators.

Pingtype is a cloud-driven platform designed for the distribution of leads among affiliate networks, media buyers, lead generators, and entities involved in the buying and selling of leads. This platform features no-code forms and landing pages for capturing leads, which are subsequently directed to buyers via customizable ping trees that can utilize both waterfall and percentage-based distributions. To ensure quality, it incorporates checks for duplicate and fraudulent leads, while also allowing for buyer-specific caps that regulate the delivery of leads. Additionally, it facilitates server-to-server postbacks on a personalized tracking domain, manages sales tracking, handles publisher payments, and oversees buyer invoicing. Users benefit from dedicated portals for both buyers and publishers, comprehensive reporting tools, a REST API, and an MCP connection for integration with systems like Claude, ChatGPT, Cursor, and Visual Studio Code. Marketing and lead operations teams can easily set up lead capture and distribution processes using a user-friendly web interface, eliminating the need for custom programming. Overall, Pingtype streamlines the lead management process, making it efficient and effective for all stakeholders involved.

SEOclar is a cloud-based software solution that integrates AI assistants and development tools with search engine optimization data via a Model Context Protocol (MCP) server. Users can engage with the platform using natural language to obtain a variety of keyword research insights, such as search volume, intent, related terms, and localized Google search results tailored to specific locations and devices. Additionally, it offers features like backlink profiles, link intersections, site audits, local search capabilities, and insights into AI visibility. This tool is tailored for SEO freelancers, agencies, in-house marketing teams, content strategists, business owners, and developers interested in harnessing SEO data from compatible AI clients. Unlike traditional SEO analysis platforms, its dashboard emphasizes setup, usage tracking, and billing processes. Common workflows include analyzing keyword coverage across multiple websites, assessing rankings and backlinks, and investigating local or AI-driven search visibility trends, thereby streamlining the SEO process for various user types.

GHOSTMETAL offers a web-based AI chat platform along with an API designed for applications that utilize language and image processing models. The platform features the GLM-5.3 model, which provides a 256K context window, the GLM-5.3-long model with a 1M context window, and the Qwen-3.8 model, which includes integrated web search capabilities as well as tools for image creation and editing. Additionally, its OpenAI-compatible REST API supports real-time data streaming and is compatible with various clients, including Cursor, Cline, Continue, SillyTavern, Agnai, LangChain, and OpenAI SDKs. This service caters to both individuals and developers who leverage AI technologies for tasks related to software development, writing, and creative processes. Users have the option to pay with prepaid credits or subscribe to monthly plans, while also having the capability to manage distinct API tokens for different applications. GHOSTMETAL operates its services on proprietary hardware; prompts and responses are handled in memory, ensuring that chat histories and images are securely stored within the user's browser environment. This design emphasizes user privacy and data security, making GHOSTMETAL a compelling choice for those in need of robust AI solutions.