Your Guide to the AI Development Ecosystem
| Name | Description | Domain | Category | Url |
|---|---|---|---|---|
| Builder | Take Ideas to Production in Seconds, Not Sprints. Accelerate your digital teams with AI-powered design-to-code, visual editing, and enterprise CMS, all in our Visual Development Platform. | Product | Design | builder.io |
| Locofy | Turn your designs into developer-friendly frontend <code> for mobile apps and web. Works with Figma and Adobe XD. | Product | Design | locofy.ai/convert/design-to-code |
| Bolt | AI-powered code generation. Prompt, run, edit, and deploy full-stack web apps. | Product | Prototyping | bolt.new |
| Lovable | AI-powered platform that enables users of any skill level to create full-stack web applications without requiring coding expertise by simply describing what they want in plain English. Instead of hiring developers, users can generate web apps or websites instantly. | Product | Prototyping | lovable.dev |
| Vercel v0 | What can I help you ship? v0.dev is a web-based AI design tool created by Vercel that generates UI components and designs from text prompts. It allows developers and designers to quickly prototype interfaces by simply describing what they want in natural language, then exports the results as React, Vue, or Svelte code that can be customized and integrated into projects. | Product | Prototyping | v0.dev |
| Devin | Devin is a collaborative AI teammate. Built to help ambitious engineering teams achieve more. | Code | Autonomous Agent | devin.ai |
| Aider | AI pair programming in your terminal. | Code | Terminal | aider.chat |
| Amazon Q Developer IDE plugin | The Amazon Q Developer IDE plugin helps developers build faster by generating code suggestions and recommendations in near real time. Amazon Q Developer agents can autonomously perform a range of tasks: implementing new features, creating documentation, adding tests, and refactoring code. Beyond generating code, Q Developer shifts left security by scanning code for hard-to-detect vulnerabilities, such as exposed credentials and log injection. With a single click, Q Developer automatically suggests remediations tailored to the application code, allowing developers to quickly accept fixes with confidence. | Code | Editor | aws.amazon.com/q/developer |
| Augment Code | Augment Code is the AI-powered coding platform built for production-grade codebases. Secure + Zero-trust architecture - AI only sees code you explicitly authorize + Proof-of-possession via SHA256 hashes makes unauthorized access mathematically impossible + Complete tenant isolation for Enterprise with no possibility of data leakage Fast + Millisecond completions powered by low-latency retrieval + Optimized indexing handles massive codebases without breaking a sweat + Local processing minimizes network round-trips Flow + Works where you work: VS Code, JetBrains, Vim, Cursor + more + Context engine understands relationships across your entire project, not just visible files + Suggestions that match your patterns and conventions, not generic StackOverflow copies Unlike conventional assistants, Augment sees beyond the current file using codebase-wide indexing and specialized retrieval models. Try Augment Code for free to see the power of superior context and deep codebase understanding. | Code | Editor | augmentcode.com |
| Cline | Meet Cline, an AI assistant that can use your CLI and Editor. | Code | Editor | github.com/cline/cline |
| Cody | The enterprise AI code assistant. Sourcegraph goes beyond individual dev productivity, helping enterprises achieve consistency and quality at scale with AI. | Code | Editor | sourcegraph.com/cody |
| Continue | Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks. | Code | Editor | continue.dev |
| Cursor | The AI Code Editor. Built to make you extraordinarily productive, Cursor is the best way to code with AI. | Code | Editor | cursor.com |
| GitHub Copilot | The AI editor for everyone. The OG IDE extension that first brought us completions. | Code | Editor | github.com/features/copilot |
| JetBrains AI Assistant | AI coding assistant integrated across all JetBrains IDEs. | Code | Editor | jetbrains.com/ai |
| Replit | Replit turns your ideas into apps, fast. With Replit, anyone—technical or non-technical—can build and deploy fully-functional, full-stack apps directly from their browser, without any installation, setup, or configuration. Replit's Agent and Assistant enable you to create entire applications from natural language, turning bullet points into working apps in minutes. Its built-in tools, including databases and deployment features, allow you to launch with a single click. Replit bridges the gap between non-technical and technical users, driving collaboration on everything from product roadmaps and prototypes to custom APIs and internal tools. Apps are the new websites, and Replit empowers everyone to not just consume software but to create it, transforming app development into an accessible, instant, and impactful process. Go from ""why doesn’t this app exist?"" to building it for yourself. | Code | Editor | replit.com |
| Windsurf | Built to keep you in flow state. The first agentic IDE, and then some. The Windsurf Editor is where the work of developers and AI truly flow together, allowing for a coding experience that feels like literal magic. | Code | Editor | codeium.com/windsurf |
| Qodo | Agentic AI for Writing, Testing, and Reviewing Code Modern software development needs efficient, high-quality, and well-tested code. Qodo’s code integrity platform integrates AI into development workflows to help teams write, test, and review code faster and more reliably. Qodo Merge: AI-Powered Code Reviews Qodo Merge automates code reviews with AI that spots errors, suggests improvements, and enforces best practices. It scans for issues, flags areas for optimization, and provides direct feedback to ensure consistent, high-quality reviews. Qodo Gen: Agentic Coding in the IDE Qodo Gen is an IDE plugin that helps generate code and tests based on context and intent. It assists with complex tasks, automates repetitive work, and supports top IDEs like VSCode and JetBrains. It works with leading models such as OpenAI o3 and DeepSeek-R1. Qodo Cover: Test Coverage in Pull Requests Qodo Cover identifies gaps in test coverage during pull requests by analyzing code changes and existing tests. It ensures all functionality is tested before merging and makes it easy to add missing tests without leaving the development workflow. | Quality Assurance | Testing | qodo.ai |
| Dosu | Dosu documents while developers build, giving teams the complete, up-to-date docs they’ve always wanted. With Dosu, documentation is automatic, not arduous. Code changes and learnings from new conversations are instantly reflected back into Dosu and relevant documentation. Dosu makes knowledge accessible to whomever needs it, whenever it's needed, adapting content to the current context and the audience. Everyone benefits from Dosu. Developers move faster, cross-team collaboration is easier, and existing AI tools become smarter. | Quality Assurance | Documentation | dosu.dev |
| GitLab Duo | Ship more secure software faster with AI throughout the entire software development lifecycle. | DevOps | SRE | about.gitlab.com/gitlab-duo |
| Kubiya | With Kubiya, the Agent Platform handles every dependency and every layer, seamlessly integrating with your environments, infrastructure, and tools. Build and manage secure, scalable, and predictable AI agents at the speed of development. | DevOps | SRE | docs.kubiya.ai/docs |
| Snyk DeepCode | Snyk secures AI transformation with Snyk’s trusted AI platform for developing fast, and securing modern applications. Snyk employs advanced Symbolic AI engines and GenAI LLMs to find and fix security vulnerabilities in code. | DevSecOps | Vuln Scanning | snyk.io/solutions/secure-ai-generated-code |
| E2B | Run AI generated code securely in your app. | AIE | Execution Sandbox | e2b.dev |
| AIspec | A specification language for AI-first development that shifts focus from implementation to intent through structured solution space reduction. AISpec implements the What-Boundaries-Success (WBS) framework as a prompting framework, providing a practical system for intent engineering in AI applications. | Product | Requirements | github.com/cbora/aispec |
| Carrot | Carrot: Simplifying and Enhancing PRD Creation | Product | Requirements | github.com/talvinder/carrot-product-requirements-document-prd |
| Chat PRD | The #1 AI tool for product managers & their teams.Write great product docs—fast, and use AI to become an elite PM. ChatPRD is a PM copilot that can think faster than you can type. Let ChatPRD write your docs and get back to building. | Product | Requirements | chatprd.ai |
| CodeGuide | Your AI Companion To Help You Code Anything Code Guide creates detailed Documentation for your AI Coding Projects. | Product | Requirements | codeguide.dev |
| Delibr | PRD Copilot for product managers. Go from idea and feedback to a crisp document linked to Jira tickets with the help of a generative AI assistant. | Product | Requirements | delibr.com |
| Docuopia | Spend less time on docs. Let Docuopia AI craft product requirements, help docs, and wikis in a few minutes. Start streamlining now. | Product | Requirements | docuopia.com |
| Full Stack Roadmap | Transform Your Ideas Into Full-Stack Apps Get AI-powered architecture plans, documentation, and UI designs in minutes | Product | Requirements | fullstackroadmap.com |
| Product Monkey | Convert product design and wireframe images to drafts of Product Requirements Documents and Engineering Task Tickets in seconds. | Product | Requirements | productmonkey.ai |
| Reqi | An online requirements management tool for systems engineering to bring your teams together in one simple platform. Built for project teams, systems engineers, and asset owners. | Product | Requirements | reqi.io |
| SpecStory | Capture, search and learn from every AI coding journey. Transform your AI interactions into a living spec. Accelerate your software composition workflow. | Product | Requirements | specstory.com |
| Write my PRD | Make Writing PRDs a Breeze with ChatGPT. | Product | Requirements | writemyprd.com |
| Anima | Turn your design into a live web app Generate, preview, and edit code instantly. | Product | Design | animaapp.com |
| Chordio | AI Copilot for UX design Chordio learns your product and best practices, helping you define, design, and refine faster. | Product | Design | chordio.com |
| Code | Convert your Figma, Sketch and Adobe XD design to Flutter, React, Vue and more. As simple as % designto react https://www.figma.com/files/XXX -o mypage.tsx | Product | Design | github.com/gridaco/code |
| Design2Code | Converting visual design (screenshot) into code implementation.Design2Code is maintained by the SALT lab from Stanford NLP. It includes two benchmark datasets: The Design2Code benchmark dataset for the task of converting visual design (screenshot) into code implementation, which consists of 484 real-world webpages from C4. The Design2Code-Hard dataset, a subset of 80 extra difficult test cases collected from Github Pages that challenges SoTA VLMs' capabilities of Web UI generation. | Product | Design | github.com/NoviScl/Design2Code |
| Fig4AI | A CLI tool that uses AI to generate design rules and documentation from your Figma files. It analyzes your Figma designs and automatically extracts design tokens, components, and layout information into a structured format. | Product | Design | github.com/f/fig4ai |
| Figma.ai | Generate Beautiful UI Designs with AI Create designs in seconds not hours or days Auto generate Figma Variables with Light + Dark Modes | Product | Design | figma.ai |
| Galileo | Ready to generate designs at lightning speed? Galileo generates beautiful and functional interface designs tailored to your needs. Use both text and images to get a design that isn't generic. | Product | Design | usegalileo.ai |
| Visily | Visily’s AI converts any user design input—text prompt, screenshot, and more—to a fully customizable high-fidelity design. Unlike other software, getting started is the easiest part! | Product | Design | visily.ai/ai-design |
| Data Button | Databutton's agent is the perfect AI developer for non-techies. You talk about your app and needs – Databutton's reasoning agent learns, plans, and executes on big tasks. Our core users are small business owners and non-technical founders. Databutton's agent is fully web based and comes with an online developer environment. It has all the capabilities of a real professional developer – it writes React frontends, Python FastAPI backends, can install packages, write scripts to test code, and more. It produces full fledged SaaS and business applications, integrated with business systems, tools, and APIs you need. The applications are often AI spins on the most valuable apps and use cases today and imbued with business logic relevant to the business building them. | Product | Nocode | databutton.com |
| FlutterFlow | Build Better. Launch Faster. FlutterFlow helps you build high quality, customized apps quickly | Product | Nocode | flutterflow.com |
| Framer | AI-powered website builder with design components and code generation. | Product | Nocode | framer.com/ai |
| Keak | Higher conversionrates driven by AI. The first AI agent that continuously improves your website. | Product | Nocode | keak.com |
| Oakie | Oakie's platform empowers you to build custom AI agents that acts on the most critical business tasks, as you would, ensuring human expertise remains at the center of every step. | Product | Nocode | oakie.ai |
| Plasmic | Visual builder for React applications with code export. | Product | Nocode | plasmic.app |
| Uxtly | Convert wireframes and sketches into React components with AI. Uxtly is a UI drafting software. With it, you can spec out requirements without graphic design concerns, so you can communicate exactly what you are trying to achieve to designers, developers, and AI. | Product | Nocode | uidrafter.com |
| Wized | Rapidly write JavaScript in a low-code visual interface built for Webflow. Solve coding challenges quickly with less code. | Product | Nocode | wized.com |
| Base44 | Turn your ideas into products, in minutes. The first all-in-one AI platform to easily build fully functioning apps - without coding. | Product | Prototyping | base44.com |
| Bolt.diy | Welcome to bolt.diy, the official open source version of Bolt.new, which allows you to choose the LLM that you use for each prompt! Currently, you can use OpenAI, Anthropic, Ollama, OpenRouter, Gemini, LMStudio, Mistral, xAI, HuggingFace, DeepSeek, or Groq models - and it is easily extended to use any other model supported by the Vercel AI SDK! See the instructions below for running this locally and extending it to include more models. | Product | Prototyping | github.com/stackblitz-labs/bolt.diy |
| Claude Artifacts | Every team can use Claude to create high-quality work products faster than ever before. From code snippets and flowcharts to SVG graphics, websites, and interactive dashboards, Artifacts help bring your ideas and projects to life. | Product | Prototyping | anthropic.com/news/artifacts |
| Github Spark | Can we enable anyone to create or adapt software for themselves, using AI and a fully-managed runtime? | Product | Prototyping | githubnext.com/projects/github-spark |
| Mage | Generate your full-stack web app in Wasp, React, Node.js and Prisma. | Product | Prototyping | usemage.ai |
| Memex | Build anything in any stack, with just natural language, on your desktop. | Product | Prototyping | memex.tech |
| OpenAI Canvas | Canvas is a new interface for working with ChatGPT on writing and coding projects that go beyond simple chat. Canvas opens in a separate window, allowing you and ChatGPT to collaborate on a project. | Product | Prototyping | openai.com/index/introducing-canvas |
| Agentless | Agentless is an agentless approach to automatically solve software development problems. To solve each issue, Agentless follows a simple three phase process: localization, repair, and patch validation. | Code | Autonomous Agent | github.com/OpenAutoCoder/Agentless |
| Auto Code Rover | AutoCodeRover is a technology we are building for enterprises and developers to maintain reliable and performant software systems through autonomous program improvement. | Code | Autonomous Agent | autocoderover.net |
| Open Hands | OpenHands (formerly OpenDevin), a platform for software development agents powered by AI. OpenHands agents can do anything a human developer can: modify code, run commands, browse the web, call APIs, and yes—even copy code snippets from StackOverflow. | Code | Autonomous Agent | all-hands.dev |
| Amazon Q Developer CLI | Amazon Q Developer CLI provides enhanced CLI agent capabilities within the command line that is powered by Amazon Bedrock, using the power of Claude 3.7 Sonnet step-by-step reasoning. With Amazon Q for command line, you can engage in natural language conversations, ask questions, and receive responses from Amazon Q within your terminal environment. It also adds IDE-style completions to hundreds of popular CLIs like git, npm, docker, and aws. When you start typing in the CLI, and Amazon Q suggests contextually relevant subcommands, options, and arguments. | Code | Terminal | docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/command-line-installing.html |
| Claude Code | Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster through natural language commands. By integrating directly with your development environment, Claude Code streamlines your workflow without requiring additional servers or complex setup. Claude Code’s key capabilities include: Editing files and fixing bugs across your codebase Answering questions about your code’s architecture and logic Executing and fixing tests, linting, and other commands Searching through git history, resolving merge conflicts, and creating commits and PRs | Code | Terminal | docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview |
| Codebuff | Simple. Fast. Powerful. Codebuff works in your terminal. | Code | Terminal | codebuff.com |
| Warp | The intelligent terminal. Become a command line power user on day one. Warp combines AI and your dev team’s knowledge in one fast, intuitive terminal. | Code | Terminal | warp.dev |
| Copilot Workspace | An agentic dev environment, designed for everyday tasks. | Code | Editor | githubnext.com/projects/copilot-workspace |
| Fine | Your Ideas, Built by AI Prompt, run, and deploy fully functional apps. Fine is your AI full-stack engineer, handling everything from UI to deployment. | Code | Editor | fine.dev |
| Marblism | Welcome to Marblism - the platform to generate, edit and host your fullstack application in minutes ✨ Drop any idea into it and you get a fully functional back-end and front-end as an output. Perfect for CTOs, indie hackers, freelancers, agencies, or developer with a project – with Marblism, you can bring it to life in 15 minutes. | Code | Editor | dev.marblism.com |
| MarsX | Mars is a devtool that lets you start building using No-Code and zero coding skills as long as you stay within the scope of existing micro apps. For example, you can 100% No-Code an Uber-like marketplace. | Code | Editor | marsx.dev |
| Pear AI | The Curated AI Code Editor. Supercharge your development with an up-to-date, curated inventory of the best AI tools, natively integrated for effortless AI-powered coding. Always open source. | Code | Editor | trypear.ai |
| Project IDX | Project IDX is an AI-assisted workspace for full-stack, multiplatform app development in the cloud. From Google. | Code | Editor | idx.dev |
| Pythagora | Build. Debug. Deploy. All in one tool Prompt, run, edit and deploy full-stack web apps. | Code | Editor | pythagora.ai |
| Roo-Code | Roo Code is an AI-powered autonomous coding agent that lives in your editor. | Code | Editor | github.com/RooVetGit/Roo-Code |
| Runner H | Our flagship agent, Runner H, will be available in private beta on our platform. It allows, through simple natural language commands, automatic design of web automation pipelines, eliminating multi-step, tedious, manual work and revolutionizing how developers and teams approach the likes of web testing and process automation. | Code | Editor | hcompany.ai |
| Source AI | A textarea that converts natural language to code. Trained GPT-3 on high quality code in 40+ programming languages. | Code | Editor | sourceai.dev |
| Sourcegraph | \ | Code | Editor | sourcegraph.com |
| Sweep | Self-hosted coding assistant for JetBrains IDEs. Accelerate your JetBrains developers with the latest in AI coding intelligence. No data ever leaves your VPC. | Code | Editor | sweep.dev |
| Tabby | Secure, flexible, and transparent AI coding. | Code | Editor | tabbyml.com |
| Tabnine | Tabnine is the world’s most contextually aware AI software development platform, helping mature engineering teams speed up and simplify their entire development process. | Code | Editor | tabnine.com |
| Tooljet | AI-Powered Apps - Built by AI. Transform your development workflow using natural language. Build enterprise applications by simply describing what you need. | Code | Editor | tooljet.ai |
| Trae | Ship Faster with Trae. Trae is an adaptive AI IDE that transforms how you work, collaborating with you to run faster. | Code | Editor | trae.ai |
| Wrapifai | Make your own AI tools without any coding. Share them or embed into your website to get more traffic and turn visitors into customers. | Code | Editor | wrapifai.com |
| Zed | A next-generation code editor designed for high-performance collaboration with humans and AI. | Code | Editor | zed.dev |
| A0 | Mobile Apps in minutes. Quickly prototype a React Native screen. | Code | Frontend & Mobile | a0.dev |
| Alex | The Most Powerful AI For Xcode. | Code | Frontend & Mobile | alexcodes.app |
| Rork | Build any mobile app, fast. Rork builds complete, cross-platform mobile apps using AI and React Native. | Code | Frontend & Mobile | rork.app |
| Tempo | Build React apps 10x Faster with AI. | Code | Frontend & Mobile | tempolabs.ai |
| Bloop | AI Powered Legacy Code Conversion That Produces Readable Java. Broadening the modernisation paths available and helping to solve legacy code for the long term. | Code | Migration | bloop.ai |
| Cast Software | Making AI understand massive custom software systems CAST technology can analyze 40 KLOC per minute, mapping the explicit and implicit interactions between all elements, across all layers, into deterministic metadata of the entire application. | Code | Migration | learn.castsoftware.com/ai-assisted-code-transformation |
| GPT Migrate | Easily migrate your codebase from one framework or language to another. | Code | Migration | github.com/joshpxyne/gpt-migrate |
| Mechanical Orchard | Legacy modernization technology company that applies AI-enhanced tools and disciplined methods to continuously modernize, operate, and innovate on critical business applications, especially those on mainframes. | Code | Migration | mechanical-orchard.com |
| Open Rewrite | OpenRewrite is an open-source automated refactoring ecosystem for source code, enabling developers to effectively eliminate technical debt within their repositories. It consists of an auto-refactoring engine that runs prepackaged, open-source refactoring recipes for common framework migrations, security fixes, and stylistic consistency tasks – reducing your coding effort from hours or days to minutes. OpenRewrite works by making changes to Lossless Semantic Trees (LSTs) that represent your source code and printing the modified trees back into source code. You can then review the changes in your code and commit the results. Modifications to the LST are performed in Visitors and visitors are aggregated into Recipes. OpenRewrite recipes make minimally invasive changes to your source code that honor the original formatting. | Code | Migration | docs.openrewrite.org |
| Tern | Tern automates code migrations, cutting the effort required by 90%. By combining deep search, AI-driven transformations, and small, reviewable PRs, Tern finds every line of code to change, automates the fix, and guides you to ship incrementally with minimal disruption. | Code | Migration | tern.sh |
| Brain Grid | Build Features 100x Faster with Cursor. BrainGrid supercharges Cursor refining requirements and detailing the implementation plan so it builds what you need. | Code | Prompting | braingrid.ai |
| Copycoder | Built for the next generation of AI coders. Upload images of full applications, UI mockups, or custom designs and use our generated prompts to build your apps faster. | Code | Prompting | copycoder.ai |
| Cursor Directory | The home for Cursor enthusiasts where you can explore and generate rules, browse MCPs, post and follow the latest news on the board, learn, connect, and discover jobs all in one place. | Code | Prompting | cursor.directory |
| Cursor Rules | Cursor Rules to customize AI behavior, streamline the development and tailor code generation, suggestions and queries to your framework and language. | Code | Prompting | dotcursorrules.com |
| Cursor Tools | Give Cursor Agent an AI team and advanced skills. | Code | Prompting | github.com/eastlondoner/cursor-tools |
| Github GG | A powerful tool for analyzing GitHub repositories and providing valuable insights about code quality, dependencies, and more. | Code | Prompting | github.gg |
| Latitude | Level up your prompts Latitude helps you refine your prompts with data to deliver reliable AI products with confidence | Code | Prompting | latitude.so |
| RepoPrompt | A macOS native app designed to remove all the friction involved in iterating on your local files with the most powerful language models. | Code | Prompting | repoprompt.com |
| Uithub | Easily Ask Your LLM Coding Questions. Just change the 'g' to a 'u'! | Code | Prompting | uithub.com |
| Crowdbotics | AI-Supercharged Modernization . Transform legacy applications through an AI-powered, requirements-driven approach — speeding up delivery and reducing risk. | Code | Spec Driven | crowdbotics.com |
| Durable | From idea to production-ready software; autonomously. All without touching any code. | Code | Spec Driven | durable.ai |
| Specmatic | Transform your API Specs into Executable Contracts with #NoCode in Seconds. With Specmatic experience the power of Contract-Driven Development to confidently develop and independently deploy your Microservices and Microfrontends faster. | Code | Spec Driven | specmatic.io |
| Squillo | Software-as-a-Utility: integrate anything, automate everything. | Code | Spec Driven | squillo.io |
| Tessl | You make the spec, AI codes & maintains. Tessl’s AI native development platform delivers secure, high-quality, and auto-maintained code — all built to your specs. | Code | Spec Driven | tessl.io |
| CodeYam | Software simulator that accelerates software teams. | Quality Assurance | Testing | codeyam.com |
| Gru | Test Gru delivers enterprise-grade unit test automation services, empowering you to achieve superior test coverage. Harness the expertise of AI engineers to boost your team's testing efficiency while reducing costs and ensuring top-notch quality. | Quality Assurance | Testing | gru.ai |
| Heal | Lightning fast QA testing powered by AI Heal's agent writes and maintains tests. Our team refines them. You focus on shipping. 80% coverage in weeks. No flakes. No maintenance. | Quality Assurance | Testing | heal.dev |
| HyperTest | AI Test Engineer for Modern Backends. | Quality Assurance | Testing | hypertest.co |
| Mabl | Low-code test automation with AI healing capabilities. | Quality Assurance | Testing | mabl.com |
| Meticulous | Meticulous monitors your daily interactions with your application as you develop it. | Quality Assurance | Testing | meticulous.ai |
| Octomind | Find bugs before your customers do. Give us your URL and we automatically discover, generate and run your Playwright end-to-end tests. | Quality Assurance | Testing | octomind.dev |
| Potpie | AI Agents for Debugging Testing System Design OnboardingC ode review DocumentationYour Codebase. Build custom agents using simple prompts that are expert on your codebase to perform engineering tasks for you | Quality Assurance | Testing | potpie.ai |
| QA Tech | Ship faster with AI agents that create and run your QA tests Scale your end-to-end testing without increasing headcount or maintaining a test suite. | Quality Assurance | Testing | qa.tech |
| Ranger | Fast, reliable QA testing Powered by AI, perfected by humans. Ranger writes and maintains QA tests that find real bugs so you can keep moving forward. | Quality Assurance | Testing | ranger.net |
| SonarQube AI Code Fix | Code quality and security with AI remediation. | Quality Assurance | Testing | sonarqube.org |
| Spur | Your AI QA Engineer. Spur lets you test your website with Natural Language. | Quality Assurance | Testing | spurtest.com |
| TestSigma | AI-driven no-code test automation platform. | Quality Assurance | Testing | testsigma.com |
| Testdriver | 52% of developers say testing is their major blocker to release. Quickly unblock your team with TestDriver's Computer-Use AI QA Agents. | Quality Assurance | Testing | testdriver.ai |
| Testim | AI-powered test automation tool. | Quality Assurance | Testing | testim.io |
| Ventrilo | Imagine a world where every developer has a dedicated test resource. | Quality Assurance | Testing | ventrilo.ai |
| Baz | Baz performs contextual AI code reviews—analyzing code changes, detecting breaking API changes, enforcing consistency, and highlighting misaligned coding patterns. Make every review faster, more accurate, and closely aligned with the real-world impact of code changes. It groups complex changes into clear Topics, making PRs easy to follow. Baz also provides Usage insights, pinpointing exactly how your code is impacted. Fully integrated with GitHub, Baz is designed to streamline collaboration, reduce manual effort, and help your engineering team ship high-quality code faster. | Quality Assurance | Review | baz.co |
| Bismuth | Bismuth is an AI agent that tackles the crushing tech debt drowning engineering teams everywhere. We've built an autonomous development solution that seamlessly integrates with your existing workflow in under 5 minutes. We connect to GitHub, Jira, and other tools you already use. Unlike other solutions that focus on the inner loop, we're tackling the outer loop - that overflowing backlog of P2 bugs and features that never get addressed because your team is constantly chasing the next deadline. You simply assign Bismuth to a ticket, and it autonomously produces high-quality PRs that fix issues or implement features. Bismuth also prevents issues from ever getting to prod, we scan your codebase and review pull requests for bugs and logic issues. What makes us different is our background in code analysis, reverse engineering, and bug hunting. Our custom code search and special testing methodologies catch entire classes of bugs that other solutions miss. We don't just generate code, we create reliable, tested PRs that won't break your codebase. Tech debt cost businesses $1.52T in 2024 alone, with 63% spent on reactive fixes after incidents occurred. We're changing that equation. | Quality Assurance | Review | bismuth.sh |
| Bito | Bito brings contextual awareness to each review, offering insights just like a senior engineer. Supports GitHub cloud, GitHub Enterprise (self-hosted), GitLab cloud, GitLab (self-hosted), and Bitbucket cloud. AzureDevOps coming soon. Suggestions and code fixes at the line level and inline. Accept suggestions with 1 click. | Quality Assurance | Review | bito.ai |
| CodeRabbit | Cut Code Review Time & Bugs in Half Supercharge your entire team with AI-driven contextual feedback. Supports all languages. | Quality Assurance | Review | coderabbit.ai |
| Codeflash | Codeflash uses AI to automatically find the most performant version of your Python code through benchmarking—while verifying it's correct. | Quality Assurance | Review | codeflash.ai |
| Ellipsis | AI Code Reviews & Bug Fixes. Ellipsis is an AI developer tool that automatically reviews code and fixes bugs on pull requests. | Quality Assurance | Review | ellipsis.dev |
| Graphite | The AI developer productivity platform Graphite helps teams on GitHub ship higher quality software, faster. | Quality Assurance | Review | graphite.dev |
| Greptile | The AI Code Review Bot Greptile reviews your PRs with full context of your codebase. 3X more bugs caught, 4X faster merges | Quality Assurance | Review | greptile.com |
| Safe Intelligence | Making AI safe, secure and resilient with automatic verification and robustification | Quality Assurance | Review | safeintelligence.ai |
| Sourcery | Get code reviews anytime you want in GitHub, GitLab, or your favorite IDE. Built to understand your full project and adaptable to your review styles, Sourcery can review code in all modern languages. | Quality Assurance | Review | sourcery.ai |
| Catio | Architect with AI expertise. Excel with your tech stack. Drive your business. Achieve it all with your Copilot for Tech Architecture. | Quality Assurance | Documentation | catio.tech |
| Cloud Architect AI | Cloud Architect AI transforms how developers and architects design cloud infrastructure by leveraging AI to generate architecture diagrams and infrastructure-as-code from natural language requirements. Simply describe what you need, and the AI will propose multiple architecture options with cost estimates and ready-to-deploy Terraform code. | Quality Assurance | Documentation | github.com/Siddhant-K-code/cloud-architect-ai |
| DevDocs | DevDocs combines multiple API documentations in a fast, organized, and searchable interface. | Quality Assurance | Documentation | devdocs.io |
| Doctave | Documentation site generator with AI content creation. | Quality Assurance | Documentation | doctave.com |
| Driver | AI-powered platform that automates technical documentation. Spend less time understanding code and writing documentation and more time building extraordinary things. | Quality Assurance | Documentation | driver.ai |
| FirstMate | Our mission is simple: Spread knowledge over your entire organisation starting from the source of truth, your codebases. Critical knowledge is often hidden in codebases, leading to inefficiencies and risks. FirstMate ensures business continuity by: - Generating and keeping documentation up to date automatically. - Answering team questions instantly as a bot in your chat. - Providing context to (support) tickets, reducing back-and-forth. With FirstMate, your team always has the right knowledge at the right time—minimizing disruptions and maximizing efficiency. AI tools are 10xing developer output—without 10x knowledge sharing, chaos follows. | Quality Assurance | Documentation | firstmate.io |
| GitBook AI | Documentation platform with AI assistance. | Quality Assurance | Documentation | gitbook.com |
| GitDiagram | Turn any GitHub repository into an interactive diagram for visualization. It's a great way to see the overall system design! | Quality Assurance | Documentation | github.gg |
| Githubme | GitHubMe: Instantly Understand Any Codebase GitHubMe is an AI-powered tool that helps you instantly explore and understand any GitHub repository. Instead of manually navigating complex codebases, GitHubMe provides a structured overview, revealing key files, dependencies, and technologies at a glance. Simply enter a GitHub repository URL, and our AI engine analyzes the code, generating insights into its architecture, frameworks, and components. You can then chat with AI to ask specific questions—whether it’s about a function, dependencies, or project logic—making code exploration effortless. Perfect for developers, contributors, and learners, GitHubMe saves time and enhances productivity by providing instant clarity on any repository. | Quality Assurance | Documentation | github.me.uk |
| Komment | Ship faster with self-healing wikis. Unlock rich insights about any codebase in minutes. Speed up onboarding. Break knowledge silos. Boost team productivity. | Quality Assurance | Documentation | komment.ai |
| Mintlify | Meet the next generation of documentation. AI-native, beautiful out-of-the-box, and built for developers. | Quality Assurance | Documentation | mintlify.com |
| ReadMe | API documentation with AI-powered suggestions. | Quality Assurance | Documentation | readme.com |
| Swark | Automate code diagram generation with LLMs. | Quality Assurance | Documentation | github.com/swark-io/swark |
| Swimm | AI-powered docs generation and ongoing updates. | Quality Assurance | Documentation | swimm.io |
| AIaC | Artificial Intelligence Infrastructure-as-Code Generator. | DevOps | Infrastructure As Code | aiac.dev |
| Deepset | LLM orchestration framework & platform for mission critical LLM apps. | DevOps | Infrastructure As Code | deepset.ai |
| GPTScript | GPTScript is a framework that allows Large Language Models (LLMs) to operate and interact with various systems. | DevOps | Infrastructure As Code | docs.gptscript.ai |
| Pulumi Copilot | Pulumi Copilot is an AI assistant that streamlines cloud infrastructure management by combining large language models with semantic cloud understanding. Available through both Pulumi Cloud console and CLI, it enables engineers to find information and take action on cloud resources using a familiar GPT-like interface. The tool understands over 160 cloud platforms including AWS, Azure, Google Cloud, Kubernetes, and SaaS providers. Key capabilities include generating infrastructure code from simple prompts, identifying cost-saving opportunities, running compliance checks, and debugging failed stack updates. Additionally, Copilot now offers an API that extends its capabilities beyond the Pulumi Console. This REST API allows developers to integrate Copilot's infrastructure AI into custom tools, collaboration platforms like Slack and Teams, automated workflows, and mobile clients. The API supports multi-turn conversations through conversation IDs and requires only basic configuration with organization context and resource URLs to function. Currently in preview, Pulumi is actively seeking feedback to refine the API before general availability. | DevOps | Infrastructure As Code | pulumi.com/product/copilot |
| Runme | Runme is an open-source tool that transforms Markdown documentation into interactive, executable notebooks, enhancing DevOps workflows by allowing users to run code snippets directly within their documentation. Interactive Execution: Run commands and code blocks directly from Markdown files, facilitating step-by-step execution of instructions. Integration with DevOps Tools: Seamlessly works with tools like Helm, Terraform, Ansible, Docker, and SSH, streamlining infrastructure management. Cloud Console Integration: Access AWS and Google Cloud consoles directly within notebooks, enhancing cloud resource management. Multiple Interfaces: Available as a Visual Studio Code extension, a command-line interface (CLI), and a web-based application, catering to different user preferences. By converting static documentation into dynamic, testable, and executable content, Runme enhances collaboration and ensures that operational procedures remain up-to-date and reliable. | DevOps | Infrastructure As Code | runme.dev |
| Stakpak | Stakpak is a DevOps IDE and API with built-in AI capabilities that helps developers quickly build, maintain and self-serve their software infrastructure. | DevOps | Infrastructure As Code | stakpak.dev |
| Terrachat | Natural language infrastructure, compliance and deployment. | DevOps | Infrastructure As Code | terrachat.io |
| 2501 | 2501 is building AI Autonomous Agents optimized for shell intervention in SRE, SysOps and Cybersecurity | DevOps | SRE | 2501.ai |
| Ask Annie | Anyshift is an AI-SRE assistant that immediately responds to urgent queries like "Why can't I access the RDS instance?" or "Why did my deployment fail?" during incidents or day-to-day issues, enabling instant answers to critical infrastructure questions and reducing DevOps interruptions. Built on a comprehensive knowledge graph of your live infrastructure, Anyshift captures every layer of your environment in real-time. This deep understanding allows it to provide AI agents with rich context through Slack or MCP servers, enabling accurate infrastructure-as-code generation and empowering teams to troubleshoot independently. | DevOps | SRE | anyshift.io |
| Cleric | Cleric is an AI SRE teammate for platform engineering teams to diagnose production alerts. It autonomously executes diagnostic commands across your stack (Datadog, Kubernetes, Grafana) to surface evidence-based findings, mimicking experienced on-call engineer investigations. It continuously improves by building a knowledge base from past investigations and engineer feedback. | DevOps | SRE | cleric.io |
| Clio | Clio is an AI-powered copilot designed to help you with DevOps-related tasks using CLI programs. It leverages OpenAI's capabilities to provide intelligent assistance directly from your command line. | DevOps | SRE | github.com/gptscript-ai/clio |
| DataDog Bits AI | Bits AI is a platform-wide copilot that helps you identify and remediate issues in your applications and infrastructure. You can query Bits AI in the Datadog web app, the Datadog mobile app, and in Slack. | DevOps | SRE | docs.datadoghq.com/bits_ai |
| Hawkeye | I'm Hawkeye, your AI SRE Agent. Ask me anything! | DevOps | SRE | neubird.ai |
| HolmesGPT | Your 24/7 On-Call AI Agent - Solve Alerts Faster with Automatic Correlations, Investigations, and More. | DevOps | SRE | github.com/robusta-dev/holmesgpt |
| Incident.io | The all-in-one AI platform for on-call, incident response, and status pages—built for fast-moving teams. | DevOps | SRE | incident.io |
| Logic Star | AI Agent for Application Maintenance. | DevOps | SRE | logicstar.ai |
| Otto8 | ChatGPT for DevOps. Don`t ask AI, do with AI. | DevOps | SRE | otto8.ai |
| Overmind | Overmind provides predictive root cause analysis for cloud changes. With no changes to your Terraform code or workflow, Overmind automatically discovers the dependencies from your infrastructure in real-time, and uncovers risks that could cause production outages. Overmind is used in production to: * Reduce the burden on human reviewers * Catch issues before they are deployed that couldn't be caught without countless hours of manual work * Automatically tag pre-approved changes and skip human review * Quickly debug production incidents by answer the question "What Changed?" | DevOps | SRE | overmind.tech |
| PagerDuty | Manage mission-critical tasks smarter and faster with generative AI and AI agents for critical operations work. | DevOps | SRE | pagerduty.com |
| Phoebe | Troubleshoot faster: agentic search for your tech stack. Investigate errors, incidents, and more. | DevOps | SRE | phoebe.ai |
| Resolve | Your AI Production Engineer Handles all alerts, performs root cause analysis, resolves incidents and makes on-call stress free. | DevOps | SRE | resolve.ai |
| RunWhen | RunWhen streamlines repetitive operations tasks 100x faster than traditional automation with AI responses for alerts, tickets, and chats. | DevOps | SRE | runwhen.com |
| SRE AI | AI DevOps Agents for Enterprise Teams. | DevOps | SRE | sre.ai |
| Sailplane | Hierarchical Planning AI Research Company. | DevOps | SRE | sailplane.ai |
| Spec Coder | You can also enjoy AI-driven chat support for instant coding assistance, making your coding experience more efficient and enjoyable. | DevOps | SRE | github.com/qirolab/spec-coder-issues |
| Traversal | Untangle system failures AI-first site reliability trained on your telemetry | DevOps | SRE | traversal.com |
| Unblocked | Unblocked brings all the context about your codebase together, so your team gets expert-level answers, no matter where they’re working. | DevOps | SRE | getunblocked.com |
| Sift | Upgrade your company's system monitoring in minutes The world's best AI-first observability solution. | DevOps | Observability | runsift.com |
| Targetboard | TargetBoard is an AI-powered KPI management system that eliminates the data hassle, saving managers hours every week. It seamlessly integrates with all your systems, automatically aggregates and customizes KPIs, and provides real-time insights—without relying on a data team. Stay ahead of targets, prevent QBR surprises, and make informed decisions effortlessly. With TargetBoard, managers can focus on execution, align teams around the right metrics, and drive performance—without chasing data. 🚀 | DevOps | Observability | targetboard.ai |
| Code Gate | CodeGate is an agent designed to make AI applications, coding assistants and agentic frameworks, safer and easier to consume and manage. It provides a centralized, abstracted environment for managing prompts, model provider configurations, model muxing, and more. Additionally, CodeGate offers security analysis of AI-generated code, ensuring that recommendations follow best practices and safeguard your code's integrity. | DevSecOps | Vuln Scanning | github.com/stacklok/codegate |
| Corgea | Corgea helps developers ship code quickly without compromising security. By combining advanced LLMs and deep code analysis, Corgea deeply understands your codebase, detecting and automatically fixing previously undetectable vulnerabilities like business logic flaws, broken authentication, and API security issues—all while significantly reducing false positives. It integrates seamlessly into your workflow, reviewing code directly during pull requests or even within your IDE. | DevSecOps | Vuln Scanning | corgea.com |
| Dryrun Security | DryRun Security delivers cutting-edge, contextual security analysis for every pull request using our innovative CSA methodology. We prioritize risks and surface the most critical issues, ensuring that both developers and security teams get the clear, actionable insights they need. Our platform leverages Natural Language Code Policies and deep Code Insights to transform traditional SAST methods—used for the last 30 years—into a modern, efficient approach. Integrated seamlessly with GitHub and soon to support GitLab, ADO, and BitBucket, DryRun Security is incredibly fast and built by engineers, for engineers. Focused on signal rather than noise, our tool empowers developers with actionable recommendations while informing security professionals of what truly matters. Experience a new era of code analysis that not only enhances security but also accelerates your development workflow. | DevSecOps | Vuln Scanning | app.dryrun.security |
| Pixee | Continuously ship high quality code: Pixeebot goes with the flow. As your engineers or AI-copilots do their thing, Pixeebot monitors your repositories and pull requests, providing high quality fixes instantly. | DevSecOps | Vuln Scanning | pixee.ai |
| Semgrep | Meet Your New AI AppSec Engineer. Get all of the insights from static analysis, and none of the noise. | DevSecOps | Vuln Scanning | semgrep.dev |
| Claude Sonnet | Hybrid reasoning model, state-of-the-art coding skills, computer use, and 200K context window. | AIE | Model | anthropic.com/claude/sonnet |
| CodeSage | CodeSage embedding models generate representations that can measure the semantic relatedness of source code snippets. CodeSage-V2 outperforms OpenAI text-embedding-3, text-embedding-ada-002, and Voyage-Code-002 on various code retrieval tasks. | AIE | Model | code-representation-learning.github.io/codesage-v2.html |
| Codestral | Codestral is an open-weight generative AI model explicitly designed for code generation tasks. It helps developers write and interact with code through a shared instruction and completion API endpoint. As it masters code and English, it can be used to design advanced AI applications for software developers. | AIE | Model | mistral.ai/news/codestral |
| DeepSeek Coder | DeepSeek Coder comprises a series of code language models trained from scratch on both 87% code and 13% natural language in English and Chinese, with each model pre-trained on 2T tokens. We provide various sizes of the code model, ranging from 1B to 33B versions. Each model is pre-trained on repo-level code corpus by employing a window size of 16K and a extra fill-in-the-blank task, resulting in foundational models (DeepSeek-Coder-Base). We further fine-tune the base model with 2B tokens of instruction data to get instruction-tuned models, namedly DeepSeek-Coder-Instruct. | AIE | Model | deepseekcoder.github.io |
| Google Gemini | Pro: most powerful multi-model thinking model. Flash: low latency. | AIE | Model | ai.google.dev/gemini-api/docs/models |
| Google Gemma | A collection of lightweight, state-of-the-art open models built from the same research and technology that powers our Gemini 2.0 models. | AIE | Model | ai.google.dev/gemma |
| Llama | The open-source AI models you can fine-tune, distill and deploy anywhere. | AIE | Model | llama.com |
| Magic | building frontier code models to automate software engineering and research. | AIE | Model | magic.dev |
| OpenAI Codex | We've created an improved version of OpenAI Codex, our AI system that translates natural language to code, and we are releasing it through our API in private beta starting today. | AIE | Model | openai.com/index/openai-codex |
| OpenAI Models | Foundational models that support code, from reasoning models to raw inteligence. | AIE | Model | platform.openai.com/docs/models |
| Poolside | Poolside is building next generation AI for software engineering. We're building foundation models, an API, and an Assistant to bring the power of generative AI to your developers. | AIE | Model | poolside.ai |
| Starcoder | The StarCoder models are 15.5B parameter models trained on 80+ programming languages from The Stack (v1.2), with opt-out requests excluded. The model uses Multi Query Attention, a context window of 8192 tokens, and was trained using the Fill-in-the-Middle objective on 1 trillion tokens. | AIE | Model | huggingface.co/bigcode/starcoder |
| xAI Grok | Grok 3 (Think) also attained 84.6% on graduate-level expert reasoning (GPQA), and 79.4% on LiveCodeBench for code generation and problem-solving. Furthermore, Grok 3 mini reaches a new frontier in cost-efficient reasoning for STEM tasks that don't require as much world knowledge, reaching 95.8% on AIME 2024 and 80.4% on LiveCodeBench. | AIE | Model | x.ai/news/grok-3 |
| CoIR | CoIR (Code Information Retrieval) benchmark, is designed to evaluate code retrieval capabilities. CoIR includes 10 curated code datasets, covering 8 retrieval tasks across 7 domains. In total, it encompasses two million documents. It also provides a common and easy Python framework, installable via pip, and shares the same data schema as benchmarks like MTEB and BEIR for easy cross-benchmark evaluations. | AIE | Code Benchmark | github.com/CoIR-team/coir |
| CodeRAG-Bench | Many programs are challenging for language models (LMs) to generate using their parametric knowledge alone, yet most works generate programs solely based on problem descriptions. Given the success of retrieval-augmented generation in many text-oriented tasks, providing external resources such as library documentation or tutorials can facilitate code generation as well. Despite a few efforts on this, retrieval-augmented code generation (RACG) is still under-explored on various tasks and retrieval sources. In this work, we conduct a systematic, large-scale analysis by asking: in what scenarios can current retrievers benefit code generation models? and what challenges do they have? We first curate a comprehensive evaluation benchmark, CodeRAG-Bench, encompassing three categories of code generation tasks, including general programming, open-domain, and repository-level problems. We also aggregate documents from five sources for models to retrieve contexts from: competition solutions, online tutorials, library documentation, StackOverflow posts, and GitHub repositories. We examine top-performing models on CodeRAG-Bench by providing contexts retrieved from each or multiple sources. Although high-quality contexts can benefit code generation, current retrieval models often struggle to fetch useful contexts, and generation models minimally improve when having limited context lengths or RAG abilities. We hope the community uses CodeRAG-Bench as an effective testbed and continues to build better code-oriented RAG systems to leverage the full power of RACG. | AIE | Code Benchmark | code-rag-bench.github.io |
| HumanEval | This is an evaluation harness for the HumanEval problem solving dataset described in the paper "Evaluating Large Language Models Trained on Code". | AIE | Code Benchmark | github.com/openai/human-eval |
| SFR-Embedding-Code | The Salesforce/SFR-Embedding-Code is a generalist embedding model family for multilingual and multi-task code and Text retrieval. It demonstrates superior performance compared to various open-source code embedding models across multiple code retrieval tasks. | AIE | Code Benchmark | huggingface.co/Salesforce/SFR-Embedding-Code-2B_R |
| SWE Bench | SWE Bench answers the question: Can Language Models Resolve Real-World GitHub Issues? | AIE | Code Benchmark | swebench.com |
| Baseten | Built for when performance, security, and reliability matter, wrapped with a delightful developer experience. | AIE | Execution Sandbox | baseten.co |
| Daytona | Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code. | AIE | Execution Sandbox | daytona.io |
| ForeverVM | The sessionless code interpreter. Securely run AI-generated code in stateful sandboxes that run forever. | AIE | Execution Sandbox | forevervm.com |
| Gitpod SDK | Gitpod SDK: infrastructure for software engineering agents. The infrastructure building blocks for orchestrating and building software engineering (SWE) agents at scale. | AIE | Execution Sandbox | gitpod.io/blog/introducing-gitpod-sdk |
| Langbase | The most powerful serverless platform for building AI agents with memory. Build, scale, and evaluate AI agents with semantic memory (RAG) and world-class developer experience. | AIE | Execution Sandbox | langbase.com |
| Modal | Serve custom AI models at scale Add one line of code to run any function in the cloud. Get instant autoscaling for ML inference, data jobs, and more. | AIE | Execution Sandbox | modal.com |
| Portia AI | Open source SDK to build predictable, controllable and authenticated I agents. | AIE | Execution Sandbox | portialabs.ai |
| Restack | Restack backend framework provides long-running workflows and infrastructure for reliable & accurate AI agents. | AIE | Execution Sandbox | restack.io |
| Wasmer | Run your apps Secure. Fast. At Scale Experience the new container technology powered by WebAssembly that runs your programs safely, anywhere. Locally or in the cloud | AIE | Execution Sandbox | wasmer.io |
| AgentOps | Industry leading developer platform to test and debug AI agents. We built the tools so you don't have to. | AIE | Observability | agentops.ai |
| Arize | Unified Observability and Evaluation Platform for AI. | AIE | Observability | arize.com |
| DataDog Watchdog | Watchdog is Datadog’s AI engine, providing you with automated alerts, insights, and root cause analyses that draw from observability data across the entire Datadog platform. Watchdog continuously monitors your infrastructure and calls attention to the signals that matter most, helping you to detect, troubleshoot, and resolve issues. | AIE | Observability | datadoghq.com/product/platform/watchdog |
| Langfuse | Open Source LLM Engineering Platform Traces, evals, prompt management and metrics to debug and improve your LLM application. | AIE | Observability | langfuse.com |
| Nexos | An AI orchestration platform for the agentic era Introducing nexos.ai — a powerful model gateway that delivers game-changing AI solutions. With advanced automation and intelligent decision making, nexos.ai helps simplify operations, boost productivity, and accelerate business growth. | AIE | Observability | nexos.ai |
| Pydantic Logfire | Future-proof your observability. Eliminate the need for multiple tools. Logfire offers native AI integrations—from LLM API calls to agent frameworks—plus comprehensive observability for any workload, AI or not. | AIE | Observability | pydantic.dev/logfire |
| Traceloop | The only way to monitor LLMs Know when your LLM app is hallucinating or malfunctioning. Start deploying with confidence. | AIE | Observability | traceloop.com |
| Glama | Open-Source MCP servers. Production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services. | AIE | MCP | glama.ai/mcp/servers |
| MCP.so | Find Awesome MCP Servers and Clients.The largest collection of MCP Servers. | AIE | MCP | mcp.so |
| Smithery | Extend your language via Model Context Protocol providers. | AIE | MCP | smithery.ai |
| Browser Use | Enable AI to control your browser. We make websites accessible for AI agents by extracting all interactive elements, so agents can focus on what makes their beer taste better. | AIE | Browser | browser-use.com |
| Browserbase | Browserbase is a platform for running headless browsers. If you’re building automations that need to interact with websites, fill out forms, or replicate users actions, Browserbase manages that infrastructure so you don’t have to maintain your own fleet of headless browsers. | AIE | Browser | browserbase.com |
| Skyvern | Automate Browser-Based Workflows with AI Have mundane tasks on websites you repeatedly interact with? We can help | AIE | Browser | skyvern.com |
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