Page 41 | Compare Business Software for GitHub: September 2026 Reviews & Comparison

pdf2docx

Artifex

pdf2docx is a Python library that uses PyMuPDF to extract data from PDF files, parse their layouts according to rules, and generate corresponding .docx files via python-docx. It supports conversion of text, images, tables, and other structural elements; it includes tools to extract tables, handle formatting, and preserve layout as much as possible. It offers both a command-line interface and a graphical user interface. The internal architecture is modular; it includes packages for handling pages, layout, tables, images, shape paths, text spans/blocks, and other elements, enabling fine control over how PDF content is mapped into Word documents. Developers can use the API for batch conversions or integrate it into workflows; there's documentation on installation (from PyPI or source), usage, and technical details of layout-parsing, table extraction, and internal modules. The project is open source, hosted on GitHub, and made available under its license with no warranty.

Starting Price: Free

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Cal.ai

Cal.ai adds AI-powered voice agents to the Cal.com scheduling platform so that phone calls, reminders, confirmations, follow-ups, booking calls, and no-shows can be automated using natural, human-like agents. You can set up triggers based on events in your existing workflows (for example, on form submissions, meeting no-shows, cancellations), assign a phone number for the AI agent to call from (you can import an existing one), and write custom prompts to control the tone, personality, and script of each interaction in voice. The system also integrates deeply with Cal.com’s calendar syncing (Google, Outlook, etc.), scheduling links, team scheduling, group meetings, and route bookers to the right person based on availability and event type. Calls include analytics; transcripts, completion rates, booking outcomes, sentiment/tone detection, and other performance metrics to help you refine conversations and improve conversion.

Starting Price: $0.29 per minute

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Genspark AI Browser

Genspark

Genspark AI Browser is a desktop browser with built-in AI features that run on the user’s device; no internet is needed for core model responses. It includes agent tools that assist during web browsing, comparing products, analyzing reviews, finding better deals, and helping with informed decision-making on any site. There is an autopilot mode that can automatically browse feeds, gather information, access premium databases, and perform complex web tasks without user intervention. The browser includes ad-blocking so that banners, pop-ups, and intrusive ads are blocked automatically to provide a cleaner, faster browsing experience. There’s also an MCP store, which lets users connect their browser to over 700 tools to enable workflow automation. The emphasis is on privacy (on-device AI), speed, and reducing friction in browsing, shopping, research, or general web tasks.

Starting Price: Free

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Macroscope

Macroscope is an AI-powered analytics and visibility tool for engineering and product teams that connects directly to a company’s codebase, commit history, issue/ticket systems like Linear or Jira, and Slack, in order to automatically generate insights about what is happening in the development workflow. It analyzes changes via code-walking the Abstract Syntax Tree (AST) to understand relationships and dependencies in code, then produces summaries of commits, pull requests (including auto-reviews and PR descriptions), overall codebase changes, and trends in feature development or bug resolution. Stakeholders can ask natural language questions about progress (“What did we ship last week?” etc.), see how engineering time is allocated, detect high-signal bugs with fewer false positives, and track productivity and status without needing to dive into all the individual diffs.

Starting Price: $30 per month

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Brokk

Brokk is an AI-native code assistant built to handle large, complex codebases by giving language models compiler-grade understanding of code structure, semantics, and dependencies. It enables context management by selectively loading summaries, diffs, or full files into a workspace so that the AI sees just the relevant portions of a million-line codebase rather than everything. Brokk supports actions such as Quick Context, which suggests files to include based on embeddings and structural relevance; Deep Scan, which uses more powerful models to recommend which files to edit or summarize further; and Agentic Search, allowing multi-step exploration of symbols, call graphs, or usages across the project. The architecture is grounded in static analysis via Joern (offering type inference beyond simple ASTs) and uses JLama for fast embedding inference to guide context changes. Brokk is offered as a standalone Java application (not an IDE plugin) to let users supervise AI workflows clearly.

Starting Price: $20 per month

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Auron

Auron is a desktop AI companion that transforms your computer into an interactive assistant capable of managing tasks, performing actions, and holding natural conversations. Available for Windows and Mac, it integrates seamlessly into your workflow so you can stop juggling apps and wasting clicks. You interact with Auron in plain language, and it responds with contextual precision. Its smart reminders and real-time updates keep you organized by pulling information from your favorite apps directly into your daily tasks. The assistant is highly personalizable; you can assign it a name, choose a voice, and even customize its personality so it feels like your own companion rather than a generic tool. Auron also offers on-screen assistance, observing what you are working on and stepping in with timely help such as solving errors, explaining data, or taking notes during meetings.

Starting Price: Free

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VibeSDK

Cloudflare

Cloudflare has released VibeSDK, a full-stack, open source vibe coding platform that you can deploy with one click to host your own AI-powered application builder. The platform integrates LLMs (via an AI Gateway) to generate, debug, and iterate code in real time; provides isolated, secure sandboxes (or container-based environments) per user session for executing untrusted code; offers live previews and streaming logs to help users test and troubleshoot as they build; and uses workers for platforms to deploy each generated app at scale, with isolation between tenants. VibeSDK includes project templates, support for export to GitHub or a user’s Cloudflare account, cost and performance observability, caching for repeated requests, and multi-model support through routing across AI providers. It is designed to let teams offer internal or customer-facing “no-code/low-code” platforms, letting non-programmers spin up landing pages, prototypes, or applications from natural language prompts.

Starting Price: Free

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SimpliflowAI

Simpliflow AI centers on Loop, a unified MCP (Model Context Protocol) gateway that consolidates integrations across AI agents and tools into one orchestrated layer. With Loop, you mount external MCP servers and integrate multiple apps just once; then, instead of embedding every tool schema into the language model context (which bloats prompts), Simpliflow dynamically retrieves and executes the needed tool only when a query triggers it. This keeps LLM contexts compact and avoids hitting tool limits. Loop offers a dashboard to manage all integrations and MCP connections, supports over 1,500 pre-built integrations via managed OAuth, and enables compatibility with any MCP-enabled AI app. It enforces schema validation and integrity checks for security and reliability, giving power users fine-grained control while providing a safer, unified environment for AI workflows.

Starting Price: Free

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Doraverse

Doraverse is an all-in-one AI coworker platform that brings together over 15 top AI models, 50+ app integrations, and no-code automation to support real office work. Users can chat and switch between models, run “multi-AI debates” to surface authoritative answers, and centralize workflows in a unified workspace. Its creative studio allows image, video, and voice generation using multiple generative systems. Teams can build role-based agents via a no-code interface, combining file search, APIs, OCR, code execution, and custom instructions, and set up automations without writing glue logic. Doraverse also offers productivity tools like deep research mode, internal document search, dashboards, and usage tracking. It supports team collaboration with shared workspaces, customizable domains, security and compliance (SOC 2, GDPR), and cost visibility.

Starting Price: $12 per month

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Storm MCP

Storm MCP is a gateway built around the Model Context Protocol (MCP) that lets AI applications connect to multiple verified MCP servers with one-click deployment, offering enterprise-grade security, observability, and simplified tool integration without requiring custom integration work. It enables you to standardize AI connections by exposing only selected tools from each MCP server, thereby reducing token usage and improving model tool selection. Through Lightning deployment, one can connect to over 30 secure MCP servers, while Storm handles OAuth-based access, full usage logs, rate limiting, and monitoring. It’s designed to bridge AI agents with external context sources in a secure, managed fashion, letting developers avoid building and maintaining MCP servers themselves. Built for AI agent developers, workflow builders, and indie hackers, Storm MCP positions itself as a composable, configurable API gateway that abstracts away infrastructure overhead and provides reliable context.

Starting Price: $29 per month

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Codemetrics

Marmentum

Marmentum is a full-service B2B growth marketing agency that focuses on turning marketing budgets into revenue and pipelines rather than just leads. They offer comprehensive services including paid advertising (Google, LinkedIn, Meta), web design and development optimized for conversions, SEO and content creation, email marketing, marketing operations (CRM implementation, workflow optimization), and creative work (ads, landing pages, social content). Their differentiators include a rigorous hiring process (only ~5% of marketing candidates pass), custom strategies tailored to each business instead of templated solutions, fast execution to drive immediate impact, intense alignment with revenue outcomes over vanity metrics, and seamless collaboration as an extension of a client’s team. Marmentum positions itself as a partner that owns execution, delivers measurable, lasting growth, and scales marketing intelligently for B2B companies.

Starting Price: $200 per hour

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seenode

seenode is the European developer cloud that makes deploying and running apps effortless. Whether you’re building with Django, Node.js, Python, or Elixir, Seenode provides an environment optimized for modern development workflows. Key features include Git-based deployments, CLI and API tooling, persistent storage, and worker services for background tasks. With pricing starting at just €3/month and a free 7-day trial, seenode offers an affordable alternative to platforms like Heroku or Railway -without vendor lock-in. By hosting entirely in the EU, seenode ensures fast performance, data compliance, and peace of mind for developers and businesses. Deploy your apps in minutes, manage them with ease, and scale without surprises.

Starting Price: $1/month

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Jules Tools

Google

Jules Tools is a lightweight command-line interface that lets developers interact with Jules, Google’s asynchronous coding agent, directly from their terminal without needing the browser UI. Jules understands the full context of your repository, takes tasks like writing tests, building new features, fixing bugs, and bumping dependencies, then spins up a temporary VM to perform work and return pull requests. The CLI is scriptable and integrates seamlessly into developer workflows, commands like jules remote list let you inspect tasks, while jules can spawn new sessions from pipelines or issue trackers. It also includes a terminal user interface that mirrors the web dashboard. Because Jules Tools is designed to be programmable, you can embed it into scripts or CI/CD pipelines, combine it with GitHub or Gemini CLI commands, and automate parts of your dev process.

Starting Price: Free

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Orchestra

Orchestra is a chat-centric, AI-native work platform that combines messaging, task management, calls, documents, and media into one unified workspace designed to reduce context switching and keep work aligned. In Orchestra, conversations and tasks are deeply integrated; any message can be converted into a task that lives in the same chat, and tasks have their own dedicated chats accessible only to relevant contributors. Projects and tasks live alongside conversation, with customizable fields, views (lists, kanban), sorting, grouping, filters, and nested relationships, all visible in context. Calls (voice, video, asynchronous updates) happen within chats and optionally include automatic transcription, translation, or summaries. Documents, pages, and media are stored where they’re used, so files stay accessible and discoverable rather than scattered. The platform includes AI agents that help with summarization, meeting notes, and contextual assistance.

Starting Price: $10 per month

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NbliK

NbliK is an AI-powered community platform that enables brands, creators, and organizations to launch and manage branded, white-labeled communities with no code. It supports typical community features, events, messaging, member profiles, groups, and subcommunities, and includes deeper engagement tools such as surveys (including branching/skip logic and multilingual support), content discovery, and analytics dashboards. The platform integrates social network connections and email tools, allowing seamless sharing and contact syncs, and it is praised for enabling communities to be launched quickly (some users report setup in ~15 minutes) and with customization flexibility. NbliK emphasizes improving user retention, engagement, and lifetime value by replacing fragmented community tools or external apps with one centralized solution. It is also available as a mobile app in addition to the web, and supports monetization features for creators and brands.

Starting Price: $199 per month

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Nah! SEO

Nah! SEO is an AI-powered visibility and brand-tracking platform that helps marketers understand how their brand appears across AI-generated search results, model answers, and conversational outputs. Instead of focusing solely on Google rankings, Nah! SEO monitors mentions in large language models such as ChatGPT, Gemini, Claude, and Perplexity, providing a new layer of AI search visibility. The platform continuously tracks every brand mention, reference, and citation to reveal where and how a company is being represented in AI-driven responses worldwide. Its analytics dashboard includes modules for brand sentiment and perception analysis, prompt and query insights, and source citation and content trust tracking, identifying which sources AI relies on most—and helping brands become one of them. Users can simulate prompts from over 100 countries to benchmark their presence globally, run customizable prompt visibility audits, and receive automated insights.

Starting Price: $200 per month

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Open SaaS

Open SaaS is a fully open source, full-stack SaaS starter kit built on the Wasp framework (React + Node.js + Prisma). It comes pre-integrated with core SaaS features, including user authentication (email, Google, GitHub), payment/subscription workflows via Stripe or Lemon Squeezy, file upload support (AWS S3), analytics dashboards (Plausible or Google Analytics), and an example AI-enabled app leveraging the OpenAI API for rapid prototyping. The template emphasises end-to-end type-safety, job scheduling, background tasks, and one-command deployment (e.g., wasp deploy) across hosting platforms like Fly.io, Railway, or custom providers. The codebase is organised vertically by feature (auth, payments, client UI, server logic, e2e tests) and includes guides for SEO, testing (via Playwright), deployment, updating, and customization. The project is MIT-licensed, free to use and distribute, and designed to eliminate boilerplate so developers can focus on building product logic.

Starting Price: $19.99 per month

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Quash

Quash is an AI-powered quality assurance platform designed to streamline mobile testing by automatically generating and executing functional and visual tests without traditional scripting. It maps every screen in your mobile app, transforms product requirement documents into test cases, and executes them using an AI engine that understands app flows and user intent, eliminating brittle selectors and fragile test scripts. The platform learns your application context by ingesting app data and adapts in real time, achieving significantly higher coverage and smoother releases by catching edge cases early. After test executions, Quash provides detailed bug reports that include screenshots, session logs, root-cause insights, and suggested fixes, all delivered via a unified dashboard for test-generation, execution, bug-tracking, and analytics. It also supports end-to-end integrations into existing CI/CD pipelines, test-management workflows, and bug-reporting tools.

Starting Price: Free

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JustCopy.ai

JustCopy.ai is an AI-powered development platform that enables you to turn ideas into full-scale production applications in minutes. It offers over 1,000 battle-tested templates covering common application architectures, authentication, databases, payments, APIs, responsive front-ends, and auto-scaling infrastructure are built in. You can either start with a template or begin from scratch using seven specialized AI agents that handle the entire development lifecycle, from interpreting plain-English requirements or a URL, to generating and testing code, then deploying it live. Everything is exportable, no vendor lock-in, and no manual DevOps setup is required. With JustCopy.ai, you can build e-commerce sites, social networks, SaaS tools, marketplaces, fintech apps, or gaming platforms, all with full-stack functionality ready to customize and deploy.

Starting Price: $19.99 per month

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Vistaly

Vistaly is a cloud-based product-discovery and product-operations platform that connects discovery, planning, and delivery within a single workspace. It helps teams track outcomes, synthesize customer interviews, and build Opportunity Solution Trees (OSTs) all in one tool. The platform offers an AI Discovery Co-pilot (in beta) to process discovery interviews and generate shareable snapshots, and automatically rolls up customer insights into OSTs with customizable prioritization and filters. On the operations side, it provides an Outcome Tracker to monitor whether shipped work is driving intended impact, and an Insights Repository to centralize feedback from interviews and product data. Vistaly integrates with existing stacks, analytics tools, feedback platforms, and project-management systems to align day-to-day work with business value and help teams visualize the connection between strategy, discovery, and execution.

Starting Price: $185 per month

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TimeLake

TimeLake is a smart time-tracking and work-insights platform built for software teams, agencies, consulting firms and remote workforces. It automatically captures activity-based data and transforms it into accurate time sheets, dashboards and detailed reports, so managers and team leads can instantly see who’s working on what, how time is being spent, and where efficiencies or bottlenecks lie. The solution provides real-time visibility into project status, supports multiple projects per team member, and delivers customizable analytics that help convert raw hours into billable time and strategic decision-making. With features like automated timesheets, unlimited projects, and a free-forever plan, TimeLake aims to reduce administrative overhead while boosting productivity, project accuracy and reporting clarity. The platform emphasizes simplicity and ease-use: teams can start tracking with minimal setup, use intuitive dashboards to monitor progress and generate exportable data.

Starting Price: €0.99 per month

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Voice Gecko

Voice Gecko is a desktop dictation tool that transforms speech into accurate text across nearly any application, ideal for emails, coding, AI prompts, or note-taking. With a simple global shortcut, you begin speaking, and the words appear instantly, either on your clipboard or directly pasted in your active window. A persistent GeckoBar stays accessible so you can start and stop recording at any time, minimizing context-switching and letting you stay in flow. It supports a custom dictionary for industry terms, names, and code snippets, ensures your words are accurately transcribed, and keeps a searchable history of all dictations so nothing is lost. The software emphasizes privacy, raw audio stays on your machine (or uses local models when possible), and no recordings are uploaded unless necessary. Click the GeckoBar or use your shortcut to begin capturing your speech.

Starting Price: $4.79 per month

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App2

App2.dev is an AI-powered no-code/low-code platform that transforms your ideas or Figma designs into production-ready web and mobile applications. You simply describe your concept in natural language or import your Figma file, and the system analyzes design layouts, navigation flows, tokens, and interactive elements, then automatically generates frontend and backend code (including database schema, authentication, and deployment integration). A live preview environment lets you iterate in real time, while GitHub and deployment integrations enable one-click release to production. App2.dev supports workspace collaboration, inviting team members, managing roles, and sharing projects, while maintaining full ownership of your code and data. Its chat-based interface offers dedicated modes to guide you through architecture discussions, feature generation, troubleshooting, and documentation.

Starting Price: $25 per month

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Updog

Datadog

Updog.ai is a free, public-facing service created by Datadog that offers real-time health and outage monitoring of major SaaS providers (30+ services such as OpenAI, GitHub, Zoom, Slack) and 13 AWS services. Instead of relying on vendors’ status pages, Updog.ai leverages aggregated, anonymized telemetry data from thousands of customer environments, applies an AI-powered Bayesian model to detect performance degradations, and immediately surfaces alerts when patterns indicate systemic issues, sometimes even before official vendor notifications. The dashboard provides up to 90 days of degradation history so users can identify recurring third-party reliability risks and take proactive architectural or operational measures. Built as an independent signal source, Updog.ai helps engineering and SRE teams determine whether an issue is internal or external, enabling faster response, improved transparency to stakeholders, and reduced incident impact across the stack.

Starting Price: Free

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Metorial

Metorial is an open source, developer-centric integration platform that streamlines the creation, deployment, monitoring, and scaling of agentic AI applications by connecting models to tools, data, and APIs via the Model Context Protocol. With a catalog of over 600 verified MCP “servers,” developers can give their agents capabilities like interacting with Slack, Google Calendar, Notion, APIs, databases, or other systems in just a few clicks or one API call. Metorial’s infrastructure is serverless and built for scale, deploying MCP servers in three clicks or an API call, supporting “zero to millions” of requests, and offering out-of-the-box observability including detailed logging, tracing, session replay, and error alerts. A full set of SDKs (Python, TypeScript) is provided, and every interaction is traceable so teams can audit and optimize agent behaviour. Whether self-hosted or cloud-powered, Metorial offers enterprise-grade security and multi-tenant support.

Starting Price: $35 per month

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nimo

nimo is an “intelligent canvas” that unifies your AI apps, agents, and productivity tools in one infinite workspace, moving beyond traditional browser tabs into task-oriented AI cards and dynamic apps. With nimo, you can connect over 100 apps (such as Gmail, Google Sheets, Notion, Slack, and Calendar) and build custom workflows by dragging in your favorite tools into the canvas. The system supports real-time collaboration; you can chat with your apps and agents, ask questions, update large documents or databases, and orchestrate tasks, all while your data remains stored on your Mac or iCloud for full privacy. Key features include the ability to instantly generate dashboards or apps from your data (e.g., financial planning, project launches), create categories and memory-rich contexts for long-running workflows, and surf the web with built-in browsing alongside dynamic app interactions.

Starting Price: $16 per month

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BrowserOS

BrowserOS is an open source, agent-enabled browser built on a Chromium fork that brings AI agents directly into your web environment, letting you automate tasks, navigate, and interact with web apps simply by using natural language. You log into sites as usual, and with plain-English instructions like “scrape the quarterly results from this page and update a spreadsheet,” BrowserOS generates and runs a repeatable agent locally, handling clicks, form-fills, and navigation chores for you. It features built-in split-view access to major large-language-models such as ChatGPT, Claude, or Gemini, supports local model execution via platforms like Ollama, and ensures full compatibility with Chrome extensions and your existing bookmarks and passwords. With semantic search across browser history and bookmarks, highlighter tools, and the ability to install MCP (Model-Context-Protocol) servers for Gmail, Calendar, Docs, and Notion, the browser becomes a productivity hub.

Starting Price: Free

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Rebolt.ai

Rebolt is an enterprise-grade AI platform that empowers companies to build custom applications and intelligent agents simply by speaking with AI. The platform integrates seamlessly with corporate tools such as OneDrive, SharePoint, Salesforce, Slack, and custom APIs, offering built-in infrastructure like databases, file storage, scheduling (cron jobs), audit logs, and distinct staging and production environments for deployment. Users can create apps and agents without writing API key code by simply describing what they need in natural language, while maintaining enterprise-class security, permissions mapping (e.g., via Azure groups), and role-based access. Rebolt is designed for building operational workflows, internal tools, and automation that connect to existing company data and services, enabling non-technical users (or low-code teams) to rapidly assemble solutions and replace spreadsheets, manual processes, and fragmented SaaS stacks.

Starting Price: $25 per month

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BotDojo

BotDojo is an enterprise-grade AI enablement platform that empowers organizations to design, deploy, monitor, and scale intelligent agents across chat, voice, email, and web channels using a low-code visual workflow builder, while integrating deeply with enterprise data sources and systems. It provides over 100 ready-made templates to accelerate common use-cases (such as support automation, knowledge search, sales insights, and internal ops), supports branching logic, memory, tool orchestration (code, RPA, web browse), and connects to CRMs, ticketing systems, and databases. BotDojo also delivers human-feedback loops and continuous agent learning by enabling employees to coach agents via feedback queues, codifying corrections into memory and prompts, and evaluating performance through robust observability (audit trails, metrics such as deflection, first-contact resolution, and cost per interaction).

Starting Price: $89 per month

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Repero

Repero is a repair-shop management platform designed to streamline service operations for businesses that fix electronics, appliances, phones, or other equipment. The software provides a cloud-based ticketing system that tracks client and repair-job information anywhere, any device; it enables users to create and manage repair orders, record customer and product details, log repair history per item, send emails and SMS updates to clients, print and customize invoices and receipts, manage inventory of parts and products, and generate statistics and charts to monitor business performance. The system emphasizes ease of use with a mobile-friendly interface, allowing technicians or shop managers to quickly create a customer, register a product, and start tracking repairs in minutes. With integrations or features for inventory control, client communications, and repair-history tracking, Repero helps repair shops save time, improve customer service, and reduce administrative overhead.

Starting Price: €10 per month

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Business Software for GitHub - Page 41

Top Software that integrates with GitHub as of September 2026 - Page 41

pdf2docx

Cal.ai

Genspark AI Browser

Macroscope

Brokk

Auron

VibeSDK

SimpliflowAI

Doraverse

Storm MCP

Codemetrics

seenode

Jules Tools

Orchestra

NbliK

Nah! SEO

Open SaaS

Quash

JustCopy.ai

Vistaly

TimeLake

Voice Gecko

App2

Updog

Metorial

nimo

BrowserOS

Rebolt.ai

BotDojo

Repero