Business Software for GitHub

DocsGPT, built by Arc53, gives organisations private AI agents, assistants and enterprise search over their own documents, with every answer cited to the passage it came from. It runs in four places: Arc53's EU cloud, a dedicated managed instance, the organisation's own data centre, or an air-gapped network with no outbound traffic. Knowledge comes from uploaded files (PDF, Office documents, scanned pages read with OCR) and from connected services such as SharePoint, Google Drive, Confluence, GitHub and Amazon S3. Agents use tools and APIs, and each action can be allowed, held for approval or switched off. A visual editor chains agents, conditions and code into workflows. Models are interchangeable: cloud providers including OpenAI, Anthropic and Google, or local models served by Ollama or vLLM. Administrators get OIDC single sign-on, SCIM 2.0, roles, guardrails, per-user quotas and an append-only activity log with export. MIT-licensed, 18,000+ GitHub stars.

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.

Pronnel brings AI-powered customer communication, sales management, and automation together in a single platform. Businesses can automate inbound and outbound calls with AI voice agents, engage customers through WhatsApp, website chat, and email, and manage every lead from first contact to conversion. The platform includes a visual sales pipeline, AI chatbot, workflow automation, appointment scheduling, campaign management, and detailed analytics. Designed for startups, growing businesses, and enterprises, Pronnel reduces manual work, speeds up response times, and improves customer engagement by combining CRM, Voice AI, and omnichannel communication into one easy-to-use solution.

Production database operations often require developers to move quickly while DBAs and security teams maintain control. Bytebase provides a shared platform built around three capabilities: Govern Database Changes — route schema and data updates through consistent review, approval, SQL validation, and rollout workflows before they reach production. Control Database Access — provide developers and AI agents with temporary, policy-based access while masking sensitive data and avoiding shared database credentials. Preserve an Audit Trail — record database queries, access requests, approvals, and changes so teams can investigate activity and demonstrate accountability. Bytebase supports both UI-driven and GitOps workflows, helping engineering teams standardize database operations without replacing their existing development tools.

SuperAGI SuperCoder is an innovative open-source autonomous platform that merges an AI-driven development environment with AI agents, facilitating fully autonomous software creation, beginning with the Python language and its frameworks. The latest iteration, SuperCoder 2.0, utilizes large language models and a Large Action Model (LAM) that has been specially fine-tuned for Python code generation, achieving remarkable accuracy in one-shot or few-shot coding scenarios, surpassing benchmarks like SWE-bench and Codebench. As a self-sufficient system, SuperCoder 2.0 incorporates tailored software guardrails specific to development frameworks, initially focusing on Flask and Django, while also utilizing SuperAGI’s Generally Intelligent Developer Agents to construct intricate real-world software solutions. Moreover, SuperCoder 2.0 offers deep integration with popular tools in the developer ecosystem, including Jira, GitHub or GitLab, Jenkins, and cloud-based QA solutions like BrowserStack and Selenium, ensuring a streamlined and efficient software development process. By combining cutting-edge technology with practical software engineering needs, SuperCoder 2.0 aims to redefine the landscape of automated software development.

Sourcetable is an AI-powered spreadsheet and data platform designed for a wide range of data-related tasks, including analyzing files, cleaning and enriching data, conducting research, creating visualizations, generating reports, and supporting business intelligence. It combines the functionality of traditional spreadsheets like Excel and Google Sheets with enhanced capabilities for data integration and analysis. Sourcetable supports standard spreadsheet formulas and functions while allowing users to connect to over 100 databases and applications, enabling real-time data centralization and analysis. The platform integrates advanced AI models to automate workflows, identify patterns, and assist with decision-making. This reduces the need for manual processes and improves efficiency in working with data. Sourcetable is suitable for building dashboards, running financial analyses, preparing data for machine learning, or organizing and analyzing information for various applications. Its combination of traditional spreadsheet features and modern data capabilities provides users with tools for efficient, data-driven problem-solving.

🚀 Tabula is an end-to-end data automation platform that enables true collaboration between business and data teams. The drag-and-drop interface allows both tech and non-technical teams to understand and talk data. ⛰ Tabula is designed for growth: As your organization grows, so too will your data. Tabula robust architecture allows handling increasing volumes of data ensuring your data management processes scale along with your business. 🤖 Tabula improves overall team data literacy by providing everyone in a company with a personal AI assistant.

Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists and business users alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment, so that important data work doesn’t stall, break, or disappear. Zerve is used by data professionals in companies such as BBC, QVC, Dun & Bradstreet, Airbus, and many others. Zerve makes advanced data work accessible, durable, and deployable from day one, starting with the messy, real-world data most projects begin with. At the heart of Zerve is a new way for humans and AI agents to work together. Zerve’s AI agents understand the full context of a project and actively help plan, build, debug, and iterate across multi-step analyses. Agents can assist with tasks like cleaning and transforming data, identifying issues, and testing approaches, reducing the manual effort that slows teams down. This means working at a higher level of abstraction without being slowed by setup or syntax. With Zerve, you always have an expert data scientist at your side, guiding decisions, suggesting next steps, and taking action. Unlike traditional data notebooks, workflows in Zerve are reproducible and stable. Users can work across Python, SQL, and R in a single workspace, connect directly to databases, data lakes, and warehouses, and integrate with Git for version control. The built-in distributed computing engine powers massively parallel execution for large-scale analysis, simulations, and AI workloads, with multi-agent orchestration coordinating complex pipelines behind the scenes. Zerve can be used as SaaS, self-hosted, or even on-premise for regulated environments.

Authentication is a pivotal moment in your customer's journey. With Kinde, you can take full control. We provide passwordless authentication, social logins, and enterprise SSO to give your users flexible, secure access. You can fully customize the UI with your own designs and domains, ensuring a seamless, on-brand experience. For complex needs, our powerful workflows let you run custom code during authentication. Plus, you can easily organize business customers using our organizations feature, allowing you to fine-tune the experience for each one. Beyond authentication, Kinde helps you monetize your business quickly. You can effortlessly create subscription plans and collect revenue. Our platform is built to support B2C, B2B, and B2B2C business models, with robust organization management and flexible billing logic that scales as you grow.

Ensure your applications perform well and maintain high quality by simulating real-world traffic conditions. Monitor code efficiency, quickly identify issues, and gain confidence that your application operates at peak performance prior to launch. Create realistic scenarios, conduct load testing, and develop sophisticated simulations of both external and internal backend systems to enhance your readiness for production. Eliminate the necessity of establishing expensive new environments for every test. The integrated autoscaling feature helps reduce your cloud expenses even more. Avoid cumbersome, custom-built frameworks and tedious manual testing scripts, enabling you to deploy more code in less time. Have confidence that updates can withstand heavy traffic demands. Avert significant outages, fulfill service level agreements, and safeguard user satisfaction. By mimicking external systems and internal infrastructure, you achieve more dependable and cost-effective testing. There is no need to invest in costly, comprehensive environments that require extensive setup time. Effortlessly transition away from outdated systems while ensuring a seamless experience for your customers. With these strategies, you can enhance your app’s resilience and performance under various conditions.

Plane redefines project management by combining collaboration, automation, and intelligence into one unified workspace. From product and marketing teams to operations and engineering, Plane centralizes tasks, wikis, and approvals for true cross-functional alignment. Users can plan and execute projects using multiple views—List, Board, Timeline, or Calendar—while maintaining full transparency through initiatives and cycles. The Wiki acts as a living knowledge base where teams can co-edit, comment, and embed related work items for instant context. Powered by Plane Intelligence, users can query data, generate audit-ready actions, and let autonomous AI agents handle repetitive tasks like scheduling, tracking, and reporting. The platform supports cloud, on-premise, and fully airgapped deployments, making it ideal for industries that require strict compliance or data sovereignty. Migration tools for Jira, Asana, and Linear make switching effortless, while native integrations with GitHub and Slack streamline workflow automation. With Plane, organizations gain a shared operating model that boosts clarity, reduces tool fragmentation, and accelerates delivery.

Here's what our all-in one software can do for you: Track players, schedules and communication in one place. Boost efficiency: Eliminate time-consuming activities and focus on what really matters - the game. Stay Organized: Ditch the spreadsheets in favor of a more streamlined system. Real-time updates. Our software allows you to stay up-to-date on all aspects of the program. Mobile access: Our software can be accessed from any mobile device. This allows you to manage your program while on the move. Reporting Customizable: Our software allows you to create custom reports on any aspect or your program. SquadDeck's software allows users to create their own responsive website and e-commerce platform. They can customize it as they wish. Are you ready to take your sport organization to the next step? Register for a month-long free trial to see the difference!

Get the fastest time to revenue available and government-level security with NXT1 LaunchIT, the world’s first 100% serverless, SaaS deployment and management platform. Go from code to published SaaS in 15 minutes. NXT1 LaunchIT enables instant availability by streamlining and automating every aspect of cloud infrastructure management required for SaaS delivery and sales – simply code and deploy. LaunchIT adheres to CISA’s Secure by Design guidelines and provides a direct path to FedRAMP compliance-readiness at a fraction of the traditional time and cost required, establishing new, impactful sales opportunities into state and federal government agencies. Built on Zero Trust principles, with integrated CI/CD management, multi-account and multi-region support, comprehensive performance management and observability, full ecommerce support, and GitHub integration, LaunchIT accelerates time to revenue for technology startups, legacy application migrations, enterprise expansions, systems integrations, and independent software development. Get started today with a 15-day free trial.

Pylon is an All-in-one B2B Support Platform for modern B2B businesses. We provide everything a post-sales team needs, including a ticketing software, B2B omnichannel (Slack Connect and Microsoft Teams), a modern chat widget, a knowledge base, an AI support bot, customer marketing and account management. Support system for B2B businesses. Support your customers wherever they want and allow multiple support levels. Let AI create support articles based on the resolutions of your issues. Use Triggers to codify workflows and business processes, and create Macros for common responses. Track engagement and broadcast new features, newsletters and more to customers. All customer data can be stored, tracked and organized in a dedicated location. Shared view that gives your stakeholders visibility on their team's current issues. If you use or want Slack for customer support, we should talk. Our Slack power users average 180+ customer channels

Owlity is the brainchild of Oleg Sadikov and Dmitry Reznik, founders of DeviQA — a globally recognized leader in software quality assurance. Their journey began with a mission: to solve the QA challenges other companies would rather avoid. Over 16 years, they've guided hundreds of companies through the complex world of QA and testing, building a team of seasoned QA professionals along the way. That experience taught them exactly where test automation breaks down — and where AI can finally fix it. So they built Owlity: a platform that combines deep QA expertise with AI-powered automation to make quality assurance fast, easy, and cost-effective, without compromising on coverage. Record your test in minutes. Owlity expands it to 95% coverage. Simple and comprehensive.

Claude is already part of your day. FlowMate is what lets it stop stopping at advice and actually get things done. Say what you want done once, in your own words, and it keeps happening without you rebuilding it every time. You decide how hands-off it gets. Trigger a flow yourself right inside Claude when you need it now. Set it to start on its own when something happens in the background. Or have it draft the work and hold for your okay before anything goes out. Either way it reaches into the apps your team already uses across sales, support, ops, and HR, and keeps a record of every run so nothing happens without you being able to see why.

Beam AI stands out as a premier platform focused on agentic process automation, empowering organizations to implement self-learning AI agents that improve operational efficiency and lower expenses. Both Fortune 500 firms and emerging startups leverage Beam AI's agents, which offer task automation that rivals human accuracy and performance, functioning around the clock to reduce mistakes and boost productivity. The platform features an extensive array of pre-trained agents designed for various tasks such as customer service, data extraction, email sorting, appointment scheduling, and financial reporting. Furthermore, Beam AI equips users with tools to develop and tailor AI agents according to specific organizational requirements, ensuring smooth integration with current systems to enhance workflows and elevate business effectiveness. This flexibility and adaptability make Beam AI an invaluable resource for companies looking to innovate and stay competitive in their industries.

LTXV presents a comprehensive array of AI-enhanced creative tools aimed at empowering content creators on multiple platforms. The suite includes advanced AI-driven video generation features that enable users to meticulously design video sequences while maintaining complete oversight throughout the production process. By utilizing Lightricks' exclusive AI models, LTX ensures a high-quality, streamlined, and intuitive editing experience. The innovative LTX Video employs a breakthrough technology known as multiscale rendering, which initiates with rapid, low-resolution passes to capture essential motion and lighting, subsequently refining those elements with high-resolution detail. In contrast to conventional upscalers, LTXV-13B evaluates motion over time, preemptively executing intensive computations to achieve rendering speeds that can be up to 30 times faster while maintaining exceptional quality. This combination of speed and quality makes LTXV a powerful asset for creators seeking to elevate their content production.

Macaly is a no-code platform designed to help users build websites and apps by simply describing what they want in their own words. Whether you prefer typing or speaking your idea, Macaly instantly generates a working app or website without requiring any programming skills. This makes it ideal for entrepreneurs testing new ideas, event organizers needing quick web pages, or teams wanting custom tools. Macaly automatically manages all technical details such as responsive design for mobile devices, fast load times, and search engine optimization. This removes the complexity typically associated with web development, saving time and effort. The platform’s user-friendly interface accelerates the journey from idea to deployment. Users benefit from a seamless experience where they can focus on creativity instead of technical hurdles. Macaly empowers anyone to bring their digital projects to life rapidly and efficiently.

Superthread is a comprehensive platform engineered to boost your team's productivity by unifying tasks, documentation, and meetings. It helps teams centralize their workflows and replace multiple disconnected applications with one seamless solution. Key Features Tasks, Projects, and Sprints: Manage and organize work efficiently with flexible views like timelines and Kanban boards. Documentation: Collaborate on documents and create a centralized knowledge base to eliminate information silos. AI Notes: This feature uses AI to transcribe meetings and automatically suggest new tasks and decisions, allowing your team to act on meeting outcomes instantly. Integrations: Connect with popular tools like Google Meet, Zoom, Slack, and Microsoft Teams to ensure communication and workflows are always synchronized. Ultimately, Superthread is the single, all-in-one solution for teams that want to consolidate their collaboration tools and simplify their work.

Sitepins is a content management system that leverages Git, specifically designed for static site generators such as Astro, Hugo, and Next.js. It provides users with a straightforward editing interface, robust version control, and content management workflows that cater to both developers and content teams. By incorporating features like markdown support, no-code editing capabilities, and seamless Git integration, Sitepins streamlines the process of managing static websites, ensuring speed and efficiency. Additionally, its user-friendly design simplifies the collaboration between technical and non-technical team members.

Dash0 is an OpenTelemetry-native observability platform for developers and SRE teams. Metrics, logs, traces, and resources sit in one place, linked by OpenTelemetry semantic conventions, so you move from a slow trace to the logs around it without switching tools or rebuilding context by hand. Telemetry arrives over OTLP. There is no proprietary agent to install and nothing to re-instrument: send the OpenTelemetry data you already collect, and take it elsewhere unchanged if you ever want to. Dash0 ingests Prometheus metrics alongside OpenTelemetry, supports PromQL, and imports existing Prometheus alerting rules and Grafana dashboards. A Kubernetes operator handles collection across clusters, covering workloads, nodes, and control plane. Dashboards are built on Perses and defined as code, so they live in Git and ship through the same review process as the rest of your infrastructure. Checks and alerts are configured the same way. Heatmap drilldowns and filtering on high-cardinality attributes narrow a broad symptom down to the specific requests behind it. AI works on the data rather than in a chat window. Log AI infers severity for logs that arrive without it, extracts patterns, and groups related records, which makes unstructured output from third-party services searchable and filterable. Trace triage uses the SIFT framework to narrow a failing request toward a likely cause. Spend is visible in the product. You can see which services, attributes, and log volumes drive cost and cut them at the source, rather than reconciling a bill after the fact.

Edka streamlines the establishment of a production-ready Platform as a Service (PaaS) using standard cloud virtual machines and Kubernetes, significantly minimizing the manual labor needed to manage applications on Kubernetes by offering preconfigured open-source add-ons that effectively transform a Kubernetes cluster into a comprehensive PaaS solution. To enhance Kubernetes operations, Edka organizes them into distinct layers: Layer 1: Cluster provisioning – A user-friendly interface that allows for the effortless creation of a k3s-based cluster with just one click and default settings. Layer 2: Add-ons – A convenient one-click deployment option for essential components like metrics-server, cert-manager, and various operators, all preconfigured for use with Hetzner, requiring no additional setup. Layer 3: Applications – User interfaces with minimal configurations tailored for applications that utilize the aforementioned add-ons. Layer 4: Deployments – Edka ensures automatic updates to deployments in accordance with semantic versioning rules, offering features such as instant rollbacks, autoscaling capabilities, persistent volume management, secret/environment imports, and quick public accessibility for applications. Furthermore, this structure allows developers to focus on building their applications rather than managing the underlying infrastructure.

Grok Code Fast 1 introduces a new class of coding-focused AI models that prioritize responsiveness, affordability, and real-world usability. Tailored for agentic coding platforms, it eliminates the lag developers often experience with reasoning loops and tool calls, creating a smoother workflow in IDEs. Its architecture was trained on a carefully curated mix of programming content and fine-tuned on real pull requests to reflect authentic development practices. With proficiency across multiple languages, including Python, Rust, TypeScript, C++, Java, and Go, it adapts to full-stack development scenarios. Grok Code Fast 1 excels in speed, processing nearly 190 tokens per second while maintaining reliable performance across bug fixes, code reviews, and project generation. Pricing makes it widely accessible at $0.20 per million input tokens, $1.50 per million output tokens, and just $0.02 for cached inputs. Early testers, including GitHub Copilot and Cursor users, praise its responsiveness and quality. For developers seeking a reliable coding assistant that’s both fast and cost-effective, Grok Code Fast 1 is a daily driver built for practical software engineering needs.