Model Context Protocol (MCP) Integrations

Windsurf is an innovative IDE built to support developers with AI-powered features that streamline the coding and deployment process. Cascade, the platform’s intelligent assistant, not only fixes issues proactively but also helps developers anticipate potential problems, ensuring a smooth development experience. Windsurf’s features include real-time code previewing, automatic lint error fixing, and memory tracking to maintain project continuity. The platform integrates with essential tools like GitHub, Slack, and Figma, allowing for seamless workflows across different aspects of development. Additionally, its built-in smart suggestions guide developers towards optimal coding practices, improving efficiency and reducing technical debt. Windsurf’s focus on maintaining a flow state and automating repetitive tasks makes it ideal for teams looking to increase productivity and reduce development time. Its enterprise-ready solutions also help improve organizational productivity and onboarding times, making it a valuable tool for scaling development teams.

Postman is a collaborative platform tailored for API development, aimed at streamlining the process of creating APIs while promoting teamwork, which leads to the quick production of high-quality APIs. Its various features support every stage of API development, thereby enhancing collaboration and expediting the process of building superior APIs. Users have the ability to rapidly and easily send requests for REST, SOAP, and GraphQL APIs right within Postman, which optimizes their workflow significantly. Moreover, it offers the capability to automate manual testing, integrating these tests into your CI/CD pipeline to prevent potential issues when new code is deployed. The platform also enables effective communication regarding API behavior by allowing users to simulate endpoints and their responses without needing a backend server. Additionally, you can create and publish visually appealing, machine-readable documentation, making your API more user-friendly and accessible. Regular monitoring of performance and response times keeps you updated on the health of your API, allowing for proactive management. Furthermore, Postman encourages a shared environment for both the creation and consumption of APIs, fostering real-time collaboration among team members, which can lead to more innovative solutions. This combination of features not only enhances productivity but also helps teams work more cohesively towards developing robust APIs. Postman’s AI Agent Builder is a comprehensive tool that accelerates the creation, testing, and deployment of AI agents by providing easy integration with APIs and LLMs. It allows users to quickly turn APIs into agent-ready tools, test LLMs’ performance and costs, and compare responses to choose the best model. The no-code platform features a visual canvas that lets developers design and configure agent workflows with ease.

ChatGPT is a state-of-the-art conversational AI developed by OpenAI, designed to assist users in a wide variety of tasks including creative writing, studying, brainstorming, coding, data analysis, and more. The platform is freely accessible online with additional subscription tiers—Plus and Pro—that provide enhanced capabilities such as access to the latest AI models (GPT-4o, OpenAI o1 pro), extended usage limits, and advanced voice and video features. ChatGPT supports multimodal interaction, allowing users to type or speak commands and receive instant, contextually relevant responses. Integrated tools such as DALL·E 3 enable users to generate images from text prompts, while Canvas supports collaborative writing and code editing. It also incorporates real-time web search to deliver up-to-date information and a research preview for deep exploratory tasks. With customizable GPTs, users can tailor the AI’s behavior to specific needs, and advanced projects allow managing workflows and tasks efficiently. ChatGPT is designed for a broad audience including students, educators, content creators, developers, and enterprises looking to enhance productivity and creativity through AI augmentation. OpenAI maintains a strong commitment to safety, privacy, and transparency, ensuring secure and ethical AI usage. The platform’s seamless cross-device availability allows users to work and interact effortlessly anywhere. Regular updates and new feature releases keep ChatGPT at the forefront of AI innovation and user experience.

Introducing the most adaptable and lifelike AI voice generation software to date, Eleven provides creators and publishers with incredibly authentic, rich, and engaging voices, making it the ultimate tool for effective storytelling. This powerful AI speech solution enables the production of high-quality audio in a diverse range of styles and voices. Utilizing advanced deep learning techniques, our model captures human intonations and inflections, modifying its delivery to suit the surrounding context. It is crafted to comprehend the underlying emotions and logic of language, allowing for a nuanced understanding of words. Rather than generating sentences in isolation, the AI maintains a holistic view of the text, enhancing the coherence and impact of longer passages. Ultimately, you have the freedom to choose any voice you desire, tailoring your auditory experience to fit your creative vision. This innovation not only elevates storytelling but also ensures that the resulting audio resonates deeply with listeners.

Twelve Data is an all-in-one financial data platform that provides real-time, accurate financial information to developers, traders, and businesses alike. The platform supports stock, forex, cryptocurrency, and commodity markets, allowing users to integrate this data seamlessly into their applications or websites via its user-friendly API. Twelve Data's comprehensive offerings include real-time market data, historical price information, financial news, and advanced features like stock screening, technical analysis, and charting tools. Whether you’re developing a financial application, conducting market research, or building trading strategies, Twelve Data provides the data and tools needed to stay competitive. With its global coverage and ease of integration, the platform is ideal for anyone needing reliable financial information at scale. Additionally, Twelve Data’s ability to offer both historical and real-time data empowers businesses to make better data-driven decisions and optimize their market strategies. Designed to be flexible and scalable, it suits both small teams and large enterprises looking to enhance their financial operations with state-of-the-art market intelligence.

OpenAI is committed to ensuring that artificial general intelligence (AGI)—characterized by its ability to perform most tasks that are economically important with a level of autonomy that surpasses human capabilities—benefits all of humanity. Our primary goal is to create AGI that is both safe and beneficial; however, we also view our mission as a success if we empower others to reach this same objective. You can take advantage of our API for numerous language-based functions, such as semantic search, summarization, sentiment analysis, content generation, translation, and much more, all achievable with just a few examples or a clear instruction in English. A simple integration gives you access to our ever-evolving AI technology, enabling you to test the API's features through these sample completions and uncover a wide array of potential uses. As you explore, you may find innovative ways to harness this technology for your projects or business needs.

Augment Code is a cutting-edge AI coding agent designed to support software engineers working with complex, large-scale codebases. The platform integrates smoothly with major IDEs like Visual Studio Code, IntelliJ IDEA, and Vim, providing a range of powerful tools for SDK migration, code refactoring, and documentation generation. Augment Code stands out by learning from each interaction, adapting to the developer's code style, and persisting this knowledge to improve code generation and explanations over time. This personalized approach allows engineers to write code with the same expertise as senior developers, regardless of their experience level. With over 100 supported native and MCP tools, Augment Code enables seamless integration into existing workflows, whether debugging, refactoring, or managing multiple repositories. The agent also works with popular platforms like GitHub and Slack, ensuring that engineers can collaborate and manage their codebase efficiently without ever leaving their preferred tools. By offering real-time feedback and deep context awareness, Augment Code helps developers tackle complex projects with ease and confidence. The platform’s ability to handle large repositories, debug with images, and generate high-quality code snippets significantly enhances productivity. Trusted by leading companies, Augment Code is the ultimate tool for modern developers aiming to produce high-quality code while saving time and effort.

Claude exemplifies an advanced AI language model designed to comprehend and generate text that closely mirrors human communication. Anthropic is an institution focused on the safety and research of artificial intelligence, striving to create AI systems that are reliable, understandable, and controllable. Although modern large-scale AI systems bring significant benefits, they also introduce challenges like unpredictability and opacity; therefore, our aim is to address these issues head-on. At present, our main focus is on progressing research to effectively confront these challenges; however, we foresee a wealth of opportunities in the future where our initiatives could provide both commercial success and societal improvements. As we forge ahead, we remain dedicated to enhancing the safety, functionality, and overall user experience of AI technologies, ensuring they serve humanity's best interests.

GPT-4o, with the "o" symbolizing "omni," marks a notable leap forward in human-computer interaction by supporting a variety of input types, including text, audio, images, and video, and generating outputs in these same formats. It boasts the ability to swiftly process audio inputs, achieving response times as quick as 232 milliseconds, with an average of 320 milliseconds, closely mirroring the natural flow of human conversations. In terms of overall performance, it retains the effectiveness of GPT-4 Turbo for English text and programming tasks, while significantly improving its proficiency in processing text in other languages, all while functioning at a much quicker rate and at a cost that is 50% less through the API. Moreover, GPT-4o demonstrates exceptional skills in understanding both visual and auditory data, outpacing the abilities of earlier models and establishing itself as a formidable asset for multi-modal interactions. This groundbreaking model not only enhances communication efficiency but also expands the potential for diverse applications across various industries. As technology continues to evolve, the implications of such advancements could reshape the future of user interaction in multifaceted ways.

Claude Sonnet 3.5 from Anthropic is a highly efficient AI model that excels in key areas like graduate-level reasoning (GPQA), undergraduate knowledge (MMLU), and coding proficiency (HumanEval). It significantly outperforms previous models in grasping nuance, humor, and following complex instructions, while producing content with a conversational and relatable tone. With a performance speed twice that of Claude Opus 3, this model is optimized for complex tasks such as orchestrating workflows and providing context-sensitive customer support. Available for free on Claude.ai and the Claude iOS app, and offering higher rate limits for Claude Pro and Team plan users, it’s also accessible through the Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI, making it both affordable and scalable for developers and businesses alike.

Opus stands out as our leading model, outpacing rival systems across a variety of key metrics used to evaluate artificial intelligence, such as the assessment of undergraduate-level expertise (MMLU), graduate reasoning capabilities (GPQA), and essential mathematics skills (GSM8K), among others. Its exceptional performance is akin to human understanding and fluency when tackling complex challenges, placing it at the cutting edge of developments in general intelligence. Additionally, all Claude 3 models exhibit improved proficiency in analysis and forecasting, advanced content generation, coding, and conversing in multiple languages beyond English, including Spanish, Japanese, and French, highlighting their adaptability in communication. This remarkable versatility not only enhances user interaction but also broadens the potential applications of these models in diverse fields.

Claude Sonnet 3.7, created by Anthropic, is an innovative AI model that brings a unique approach to problem-solving by balancing rapid responses with deep reflective reasoning. This hybrid capability allows users to toggle between quick, efficient answers for everyday tasks and more thoughtful, reflective responses for complex challenges. Its advanced reasoning capabilities make it ideal for tasks like coding, natural language processing, and critical thinking, where nuanced understanding is essential. The ability to pause and reflect before providing an answer helps Claude Sonnet 3.7 tackle intricate problems more effectively, offering professionals and organizations a powerful AI tool that adapts to their specific needs for both speed and accuracy.

Roo Code, formerly known as Roo Cline, serves as an AI-driven coding assistant embedded within Visual Studio Code, significantly enhancing software development productivity. With its capability for natural language interactions, users can easily generate code, refactor, debug, and update documentation. Furthermore, it can autonomously read and write files within the workspace, execute terminal commands, and carry out automated tasks in web browsers. Roo Code is compatible with a wide array of OpenAI-compatible or custom models and APIs and offers several customizable modes, including Code Mode for standard coding tasks, Architect Mode for system design, Ask Mode for inquiries, Debug Mode for troubleshooting, and tailored Custom Modes for specific functions. Additionally, it features the Model Context Protocol (MCP), which extends its integration capabilities with various external tools and APIs, thereby enhancing its adaptability across different development settings. This extensive suite of functionalities makes Roo Code an invaluable resource for developers aiming to optimize their workflows and elevate their productivity levels. Ultimately, the tool represents a significant advancement in the realm of software development, bridging the gap between human creativity and machine efficiency.

Claude Opus 4, the most advanced model in the Claude family, is built to handle the most complex software engineering tasks with ease. It outperforms all previous models, including Sonnet, with exceptional benchmarks in coding precision, debugging, and complex multi-step workflows. Opus 4 is tailored for developers and teams who need a high-performance AI that can tackle challenges over extended periods—perfect for real-time collaboration and long-duration tasks. Its efficiency in multi-agent workflows and problem-solving makes it ideal for companies looking to integrate AI into their development process for sustained impact. Available via the Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI, Opus 4 offers a robust tool for teams working on cutting-edge software development and research.

Claude Sonnet 4 is a breakthrough AI model, refining the strengths of Claude Sonnet 3.7 and delivering impressive results across software engineering tasks, coding, and advanced reasoning. With a robust 72.7% on SWE-bench, Sonnet 4 demonstrates remarkable improvements in handling complex tasks, clearer reasoning, and more effective code optimization. The model’s ability to execute complex instructions with higher accuracy and navigate intricate codebases with fewer errors makes it indispensable for developers. Whether for app development or addressing sophisticated software engineering challenges, Sonnet 4 balances performance and efficiency, offering an optimal solution for enterprises and individual developers seeking high-quality AI assistance.

Claude Pro is an advanced language model designed to handle complex tasks with a friendly and engaging demeanor. Built on a foundation of extensive, high-quality data, it excels at understanding context, identifying nuanced differences, and producing well-structured, coherent responses across a wide range of topics. Leveraging its strong reasoning skills and an enriched knowledge base, Claude Pro can create detailed reports, craft imaginative content, summarize lengthy documents, and assist with programming challenges. Its continually evolving algorithms enhance its ability to learn from feedback, ensuring that the information it provides remains accurate, reliable, and helpful. Whether serving professionals in search of specialized guidance or individuals who require quick and insightful answers, Claude Pro delivers a versatile and effective conversational experience, solidifying its position as a valuable resource for those seeking information or assistance. Ultimately, its adaptability and user-focused design make it an indispensable tool in a variety of scenarios.

Claude Haiku 3.5 is the next evolution in AI, combining speed, advanced reasoning, and powerful coding capabilities—all at a cost-effective price. Compared to its predecessor, Claude Haiku 3, this model delivers faster processing while surpassing the capabilities of Claude Opus 3, the previous largest model, on key intelligence benchmarks. Developers and businesses alike will benefit from its enhanced tool use, precise reasoning, and swift task execution. With text-only capabilities currently available, and plans for image input support in the future, Haiku 3.5 is the ideal solution for those looking for rapid, reliable, and efficient AI-powered support across various platforms, including the first-party API, Amazon Bedrock, and Google Cloud's Vertex AI.

Anthropic has introduced Claude Code, an AI-driven coding assistant, as part of the Claude 3.7 Sonnet release. This groundbreaking tool allows developers to optimize complex engineering workflows directly from their terminal, functioning as a supportive ally throughout the coding process. With the ability to scrutinize and navigate code, update files, run tests, and commit changes to GitHub, Claude Code also adeptly manages command-line operations. Early assessments highlight its exceptional effectiveness, completing extensive code refactoring and debugging tasks in a fraction of the time required by conventional approaches. While still in the research preview phase, Claude Code is already seen as an essential resource for shortening development cycles and enhancing test-driven development practices. Its sophisticated capabilities indicate a bright future for significantly boosting productivity in software engineering, potentially transforming how developers approach their projects.

SkySQL is a revolutionary AI-powered serverless database platform built for modern cloud-native applications. Offering MySQL and MariaDB compatibility, SkySQL ensures high performance with automatic scaling, zero downtime, and instant cold restarts, making it highly cost-effective for businesses of all sizes. By integrating SkyAI agents, SkySQL delivers real-time insights and precise natural language query performance, helping developers to improve productivity and streamline their AI app development. Its flexibility across major cloud platforms like AWS, Azure, and Google Cloud allows for true multi-cloud deployments with intelligent and instant failover for maximum reliability and uptime, ensuring businesses can focus on what matters most.

Merge provides a singular API that effectively integrates with all HR, payroll, recruitment, and accounting systems, establishing itself as the comprehensive solution for the future. By implementing just one integration with Merge, your product can effortlessly connect to a wide array of platforms without requiring additional effort from your team. Our user-friendly component simplifies the process of integrating authorization, making it exceptionally accessible. Your clients will value the intuitive interface and the seamless manner in which they can link their accounts. We focus on delivering a smooth experience through our thoughtfully designed API, easy-to-use SDKs, and detailed documentation. Our extensive logging, proactive problem detection, and automated notifications are tailored to save your customer success team significant time, resources, and stress. Bid farewell to maintenance concerns and empower your developers to focus on creating new innovations! Free your engineers from being drawn into yet another integration endeavor and allow them to concentrate on their primary responsibilities. With our efficient management of integration obstacles centralized in one convenient dashboard, there's no requirement for additional support. Step into the future of integrations without enduring the typical frustrations, while enjoying the benefits of having more time to innovate and expand your offerings.

Builder.io Fusion is an advanced visual development and code generation platform that enables organizations to rapidly build scalable web applications by converting designs and existing codebases into production-quality code. It supports importing Figma files, connecting to GitHub repos, and starting projects from scratch, while ensuring generated code adheres to established design tokens and coding standards. Fusion empowers users to visually edit components through drag-and-drop and precise styling controls, bridging the gap between design and development teams. The platform integrates backend context prompts to create interactive user experiences and supports publishing content and applications via API, enabling seamless deployment across multiple channels. Designed for enterprise-scale projects, Fusion offers robust features including detailed roles and permissions, rules and workflows to govern shipping processes, and support for Bring Your Own LLM API keys to protect data privacy. With SOC 2 Type II compliance, Fusion provides enterprise-grade security tailored for teams shipping at scale. Trusted by industry leaders like Black Rifle Coffee, Anheuser-Busch, and Harry’s, Fusion has helped clients increase development capacity by 20%, save hundreds of engineering hours per sprint, and rapidly launch dozens of personalized sites. The platform facilitates efficient collaboration across design, development, and marketing, accelerating innovation and reducing bottlenecks. Fusion is ideal for companies seeking a flexible, secure solution to streamline the journey from design to production. Ultimately, Builder.io Fusion transforms how teams create, optimize, and publish digital experiences at scale.

Metaflow functions as an accessible agent creation and automation platform designed specifically for growth operators and knowledge professionals who often face limitations due to rigid app integrations and numerous prompt discussions. This tool fosters free thought while effortlessly converting insights into scalable AI workflows. Unlike traditional automation systems that separate creativity from execution, Metaflow unifies both exploration and application within a single framework. Such synergy promotes the discovery, development, and evolution of concepts into powerful systems that create substantial impact. Consequently, growth teams can free up their mental bandwidth, allowing them to focus on work that is not only rewarding but also makes a significant difference. By doing so, Metaflow not only inspires creativity but also enhances the efficiency of operational tasks, ultimately leading to greater productivity and satisfaction among its users. This unique combination of features positions Metaflow as an essential tool for modern professionals looking to innovate and streamline their processes.

Apify serves as a robust platform for web scraping and automation, enabling users to transform any website into a functional API. Developers have the capability to independently create workflows for data extraction and web automation. For those who lack programming skills, there is the option to purchase an all-inclusive solution tailored to their needs. This versatility makes Apify accessible to a broader audience, catering to both tech-savvy individuals and those seeking ready-made alternatives.

Cost Reports provide intuitive dashboards that facilitate advanced reporting and filtering of accrued expenses. Users can implement filters to analyze daily spending trends by service, business unit, tag, or account. Moreover, you can incorporate complex logic to fulfill any specific reporting needs. The forecasts feature confidence intervals that refresh daily in accordance with your evolving infrastructure, enabling you to estimate future expenses effectively. You will receive updates concerning costs and trends via Slack, Teams, or email on a daily, weekly, or monthly basis. Additionally, alerts will notify you of any detected cost anomalies. Autopilot evaluates your EC2 workloads and acquires three-year, no-upfront reserved instances, aiding in cost reduction. You can designate which compute categories or regions Autopilot manages. In addition, overseeing commitments and making adjustments to your infrastructure is streamlined, helping you adhere to your budgetary targets. This comprehensive approach ensures you retain complete control over your cost management strategy while also maximizing resource efficiency, ultimately fostering a more strategic financial planning environment.

The leading digitization solution available today is capable of processing a diverse array of digital, scanned, or printed document formats. You can submit files in any type or format without hassle. With an extensive range of integrations, you can automate data entry, validation, and account code tagging, making the process largely hands-free. Maintain oversight of your import and export activities with convenient automatic notifications and approval workflows. Approvals can be triggered by specific events, allowing for streamlined communication with team members, stakeholders, or clients. The system supports multi-layered approvals in your desired method, such as via email, mobile app, or in-app notifications, minimizing delays. Each time you utilize your chosen tools, you can access real-time financial insights, effectively reducing human error and enabling precise reporting. Consequently, this powerful tool not only enhances efficiency but also elevates the accuracy of your business operations.

Runbear offers a powerful, no-code platform designed to help teams build, deploy, and manage AI agents that integrate deeply with everyday tools like Slack, Microsoft Teams, HubSpot, Discord, and Zendesk. With support for advanced AI models including OpenAI, Claude, and Gemini, Runbear allows teams to customize and scale AI assistants tailored to their unique workflows and communication channels, all within minutes and without requiring developer resources. The platform integrates smoothly with knowledge management systems like Google Drive, Notion, and Confluence to keep AI agents continuously updated with the latest information. Users can automate numerous tasks, from summarizing Slack conversations into Google Docs, prepping meetings by aggregating schedules and emails, to analyzing Airtable data using simple natural language commands. Runbear also enables AI-driven workflow automation by connecting to services like Zapier, streamlining thousands of operational processes without writing any code. Its multi-agent support means different teams can maintain distinct AI assistants specialized for their workflows while being centrally managed. The platform’s ability to suggest answers proactively in Slack, handle compliance review, and analyze customer sentiment enhances both internal collaboration and customer support operations. Runbear is praised by customers for its seamless integration, significant time savings, and ability to reduce manual overhead in team communications. It also supports enterprise security protocols like SOC2, ensuring data privacy and trustworthiness. Overall, Runbear helps organizations leverage AI to boost productivity, automate complex workflows, and improve collaboration across diverse teams and platforms.

Boost your return on ad spend (ROAS) with expertly managed, targeted advertising campaigns powered by GoMarble AI. Our cutting-edge generative AI model integrates all your online assets to craft accurate buyer personas and formulate impactful marketing strategies. With GoMarble’s advanced AI tools, our skilled designers and copywriters can rapidly create, test, and launch advertisements that resonate with your audience. We have a proven track record of supporting numerous startups, providing us with valuable insights into the unique challenges faced by early-stage founders managing multiple tasks while pursuing growth. GoMarble is specifically designed to empower entrepreneurs by facilitating access to high-performance online advertising solutions. This service is especially beneficial for brands that have identified their market niche yet need extra resources to scale. By leveraging our AI audit tool, a dedicated expert will evaluate your ad accounts to reveal potential opportunities for increasing profitability. Just upload your advertisement along with the landing page, and you will receive a detailed report that assesses the visuals, copy, and hooks used in your marketing strategies, ensuring you stay on the route to success. As we strive to enhance your ad performance, we also focus on helping you optimize your marketing tactics for the greatest impact possible. Ultimately, our goal is to support your business in achieving sustainable growth while making the most of your advertising investments.

Mem0 represents a groundbreaking memory framework specifically designed for applications involving Large Language Models (LLMs), with the goal of delivering personalized and enjoyable experiences for users while maintaining cost efficiency. This innovative system retains individual user preferences, adapts to distinct requirements, and improves its functionality as it develops over time. Among its standout features is the capacity to enhance future conversations by cultivating smarter AI that learns from each interaction, achieving significant cost savings for LLMs—potentially up to 80%—through effective data filtering. Additionally, it offers more accurate and customized AI responses by leveraging historical context and facilitates smooth integration with platforms like OpenAI and Claude. Mem0 is perfectly suited for a variety of uses, such as customer support, where chatbots can recall past interactions to reduce repetition and speed up resolution times; personal AI companions that remember user preferences and prior discussions to create deeper connections; and AI agents that become increasingly personalized and efficient with every interaction, ultimately leading to a more engaging user experience. Furthermore, its continuous adaptability and learning capabilities position Mem0 as a leader in the realm of intelligent AI solutions, paving the way for future advancements in the field.

Mastra is a developer-friendly TypeScript framework designed to create advanced AI agents that can perform tasks, manage knowledge bases, and persist memory within workflows. By utilizing TypeScript, Mastra offers a robust solution for building scalable AI agents with full control over task execution, user interactions, and data storage. Developers can create intelligent agents that remember past interactions and make informed decisions based on real-time data, making Mastra a perfect tool for building everything from AI assistants to sophisticated automation systems. Its easy setup, scalability, and powerful integration features ensure efficient development cycles for AI-powered solutions.

Activepieces is a powerful, open-source automation platform designed to simplify AI-driven workflows for businesses of all sizes. By offering no-code automation tools, users can quickly integrate with over 280 applications and automate complex tasks, including approvals, form entries, and advanced AI agent creation. The platform supports AI-assisted code, decentralized collaboration, and customizable workflows with built-in governance features, making it ideal for teams looking to enhance productivity and maintain security standards. Activepieces offers a community-driven library that continually expands with new automation pieces, ensuring that businesses can stay ahead in an ever-evolving tech landscape.

The Max Plan from Claude offers high-powered usage for those who depend heavily on Claude for daily work and large-scale tasks. This plan provides users with up to 20 times more usage than the standard Pro plan, making it ideal for individuals or teams that require consistent and intensive AI collaboration. Whether for long, ongoing conversations, data-heavy tasks, or quick, high-stakes decision-making, the Max Plan ensures Claude is available without disruption. It includes priority access to new features, automated task support, and the ability to scale your usage based on fluctuating project demands, making it a flexible solution for professionals who rely on AI-powered assistance.

Agent2Agent (A2A) is a groundbreaking protocol introduced by Google to improve communication and collaboration between AI agents. This protocol allows AI systems to exchange tasks, data, and insights autonomously, making multi-agent workflows more efficient. A2A facilitates the seamless integration of different AI models, ensuring they work together in a synchronized manner, which is crucial for the development of advanced AI ecosystems. By supporting knowledge transfer between agents, A2A opens up new possibilities for complex, multi-step processes and smarter AI applications.

GrimoAI is an innovative text editing solution that enhances the writing experience by supporting users rather than overshadowing them. Utilizing advanced AI models like DeepSeek R1, Claude 3.7 Sonnet, OpenAI GPT-4, and o3-mini, it assists in both generating and refining content. Users can leverage voice input to dictate their writing, which streamlines the process, while real-time and asynchronous collaboration features eliminate the need for cumbersome file transfers. The platform also supports web searches, file integration, and direct access to Reddit, facilitating the incorporation of trustworthy information directly within the writing space. Furthermore, GrimoAI offers tools for creating and perfecting prompts, as well as a variety of community-sourced templates tailored for practical use, all designed to enhance writing efficiency. Its commitment to providing a user-centric experience underscores its goal of enriching the writing process with intelligent support and collaborative options, making it a more enjoyable and productive journey. This combination of unique features and functionalities establishes GrimoAI as an essential ally for writers aspiring to improve their skills and craft compelling narratives.

DeerFlow represents a collaborative research framework that harnesses the incredible input from the open-source community. Our goal is to seamlessly integrate language models with specialized tools for tasks such as web searching, crawling, and executing Python scripts, while also ensuring that we give back to the community that has aided us along the way. The groundbreaking multi-agent architecture of DeerFlow facilitates collaboration among agents, allowing them to share tasks and efficiently address complex problems. This feature makes DeerFlow highly effective for automated research and advanced AI processes, offering both reliability and scalability. The collaborative potential of our supervisor and handoff design pattern showcases the efficacy of agent teamwork. DeerFlow is crafted to tackle real-world research and automation challenges, empowering users to develop smart workflows that leverage multi-agent interactions and improved search functionalities. Beyond serving as just a research tool, DeerFlow stands as a dynamic platform for creating innovative AI applications, setting the stage for future breakthroughs in the industry. By tapping into the combined strength of agents, DeerFlow not only enhances research capabilities but also inspires new avenues for efficiency and innovation in various projects. Ultimately, DeerFlow's unique features contribute significantly to the evolution of collaborative research methodologies.

DeckSpeed is a groundbreaking AI-powered presentation tool that crafts customized, high-quality slides based on user interactions, sidestepping the reliance on typical templates. Users can define their needs, review preliminary slides, and provide feedback, enabling the AI to refine both content and design in real-time. This platform includes features like 3D model generation, sophisticated image creation, one-click professional charts, and instant data visualization options. By rejecting traditional template norms, DeckSpeed offers truly personalized presentations that reflect distinct creativity and aesthetic. Users have reported significant time savings and increased satisfaction with the visual quality and versatility provided by DeckSpeed, making it an exceptional option for those looking to enhance their presentation skills. Additionally, the platform fosters collaboration and flexibility, guaranteeing that each presentation is uniquely tailored to the ideas it conveys, which further amplifies its appeal among users. This level of customization ensures that every presentation not only meets but exceeds expectations, allowing creators to showcase their work in the best possible light.

Klavis AI provides an open-source framework aimed at enhancing the implementation, creation, and scalability of Model Context Protocols (MCPs) for AI solutions. The use of MCPs allows for dynamic integration of tools at runtime in a consistent way, eliminating the need for preconfigured setups during the design process. To simplify authentication management and client-side coding, Klavis AI offers secure, hosted MCP servers. This platform supports a wide variety of tools and MCP servers, promoting both flexibility and adaptability for developers. The MCP servers from Klavis AI are reliable and secure, hosted on dedicated cloud infrastructure that includes support for OAuth and user-based authentication to manage user resources effectively. Additionally, users can access MCPs through MCP clients available on popular communication platforms such as Slack, Discord, and web interfaces, enhancing accessibility. Klavis AI also provides a standardized RESTful API that allows developers to seamlessly interact with MCP servers, making it straightforward to incorporate MCP functionalities into their applications. This comprehensive ecosystem equips developers with the necessary resources to fully leverage the potential of MCPs in their AI initiatives, while also ensuring that they can innovate without being hindered by technical constraints. As a result, Klavis AI is positioned as a vital enabler for those looking to advance their AI projects with cutting-edge integration capabilities.

OpenTools acts as a comprehensive API platform that allows developers to augment large language models (LLMs) with versatile functionalities such as web searches, location data, and web scraping, all facilitated through a unified interface. By linking to a network of Model-Context Protocol (MCP) servers, OpenTools allows LLMs to access various tools without needing individual API keys for each one. The platform is engineered to work seamlessly with many LLMs, including those supported by OpenRouter, and is designed to be resilient against service disruptions, enabling smooth transitions among different models. Developers can effortlessly activate tools through simple API requests, specifying their desired model and tools, while OpenTools takes care of both authentication and execution. Impressively, users are charged solely for successful tool executions, employing a straightforward, transparent token pricing model that is managed via an efficient billing interface. This approach significantly simplifies the integration of external tools into LLM applications and lessens the complexity involved in handling multiple APIs, rendering it a compelling choice for developers focused on maximizing efficiency in their endeavors. Ultimately, OpenTools stands out as a groundbreaking advancement in enhancing language model capabilities by streamlining access to essential external resources, thereby fostering innovation in the development of sophisticated applications.

Gemini CLI is a next-generation, open-source AI agent that integrates Google’s Gemini 2.5 Pro model directly into developers’ command line terminals, providing a transformative upgrade to coding workflows. Free for individual developers with generous usage limits, Gemini CLI supports 60 model requests per minute and up to 1,000 requests per day, while also offering paid licenses for larger scale and multi-agent use cases. The CLI empowers users to generate code, debug, research, and automate complex tasks using simple, natural language prompts without leaving the terminal. It features real-time grounding through Google Search to provide accurate external context, as well as support for Model Context Protocol (MCP) extensions and prompt customization to adapt AI responses to specific projects. Gemini CLI is fully open source under the Apache 2.0 license, allowing developers to inspect, improve, and contribute to the codebase. Integration with Google’s AI coding assistant, Gemini Code Assist, enables seamless AI support across VS Code and the CLI. Developers can automate tasks non-interactively by scripting Gemini CLI commands, embedding AI into continuous integration workflows. The project welcomes contributions and community collaboration on GitHub to enhance security, features, and usability. With Gemini CLI, developers gain an accessible, powerful, and extensible AI tool directly within their primary development environment. It redefines the command line as a personalized, intelligent assistant, streamlining development from coding to deployment.

ByteRover represents a groundbreaking enhancement layer designed to boost memory capabilities for AI coding agents, enabling the generation, retrieval, and sharing of "vibe-coding" memories across various projects and teams. Tailored for a dynamic AI-assisted development setting, it integrates effortlessly into any AI IDE via the Memory Compatibility Protocol (MCP) extension, which allows agents to automatically save and retrieve contextual knowledge without interrupting current workflows. Among its offerings are immediate IDE integration, automated memory management, user-friendly tools for creating, editing, deleting, and prioritizing memories, alongside collaborative intelligence sharing to maintain consistent coding standards, thereby empowering developer teams of any size to elevate their AI coding productivity. This innovative system not only minimizes repetitive training requirements but also guarantees the existence of a centralized, easily accessible memory repository. By adding the ByteRover extension to your IDE, you can swiftly begin leveraging agent memory across a variety of projects within mere seconds, significantly enhancing both team collaboration and coding effectiveness. Moreover, this streamlined process fosters a cohesive development atmosphere, allowing teams to focus more on innovation and less on redundant tasks.

Portia AI serves as an open-source framework designed for developers, offering optional cloud services that empower teams to swiftly create, deploy, and manage stateful AI agents with user authentication, all while preserving complete oversight and control throughout the entire process. To kick off their work, developers utilize the SDK to craft well-structured multi-step "plans" that blend large language model reasoning with various tool interactions, executing these plans in stages and refining the plan's state incrementally; they can also pause to request clarifications or additional inputs from either human users or machines whenever further information or authentication is required. The framework includes a robust authentication system along with a customizable catalog of tools, allowing Portia to seamlessly handle the necessary credentials and permissions for remote API and MCP tool interactions. Additionally, the built-in cloud solution offers persistent storage for tracking execution states of plans, maintaining historical logs, providing telemetry dashboards, and facilitating managed scaling, which together ensures that deployments in production are reliable, traceable, and compliant with relevant regulations. This holistic strategy not only streamlines the development journey but also significantly boosts the efficiency and performance of AI agent deployments, making it easier for teams to innovate and adapt in a rapidly changing environment. Ultimately, Portia AI presents a compelling solution for those looking to harness the power of AI while ensuring operational integrity and flexibility.

TensorBlock is an open-source AI infrastructure platform designed to broaden access to large language models by integrating two main components. At its heart lies Forge, a self-hosted, privacy-focused API gateway that unifies connections to multiple LLM providers through a single endpoint compatible with OpenAI’s offerings, which includes advanced encrypted key management, adaptive model routing, usage tracking, and strategies that optimize costs. Complementing Forge is TensorBlock Studio, a user-friendly workspace that enables developers to engage with multiple LLMs effortlessly, featuring a modular plugin system, customizable workflows for prompts, real-time chat history, and built-in natural language APIs that simplify prompt engineering and model assessment. With a strong emphasis on a modular and scalable architecture, TensorBlock is rooted in principles of transparency, adaptability, and equity, allowing organizations to explore, implement, and manage AI agents while retaining full control and reducing infrastructural demands. This cutting-edge platform not only improves accessibility but also nurtures innovation and teamwork within the artificial intelligence domain, making it a valuable resource for developers and organizations alike. As a result, it stands to significantly impact the future landscape of AI applications and their integration into various sectors.

Deepgram Saga is a Voice OS specifically designed for developers, enabling them to operate hands-free during the development cycle and eliminating the need for clicks or context-switching. This cutting-edge platform interfaces with MCP servers, empowering users to launch sequences in various code repositories, issue tracking systems, and communication applications through a seamless natural-language interface. By employing voice commands, developers can perform essential tasks such as updating their Slack status, drafting emails, finding and reviewing documents, extracting CSS from Figma designs, or confirming on-call team members. In addition, they have the capability to handle more intricate workflows, such as making real-time updates to tasks, searching for code snippets for project inclusion, or deconstructing larger assignments into manageable components. Moreover, Saga’s Vibe Coding feature smoothly incorporates AI assistants like Cursor, Replit, and Windsurf, which enhances the exploration and editing experience without requiring prompt adjustments or window transitions, thereby streamlining the overall development process for users. This powerful combination of voice functionality and AI integration makes Deepgram Saga an indispensable resource for contemporary developers aiming to enhance their productivity and efficiency. Ultimately, as technology evolves, tools like Saga will play a crucial role in shaping the future of software development.

Collate is an AI-driven metadata platform designed to provide data teams with automated tools for tasks like discovery, observability, quality, and governance, utilizing efficient agent-based workflows. Built on OpenMetadata, it boasts a unified metadata graph and includes more than 90 seamless connectors that facilitate the collection of metadata from diverse sources, including databases, data warehouses, BI tools, and data pipelines. The platform ensures data integrity by offering in-depth column-level lineage and data profiling, along with no-code quality tests. AI agents are essential for optimizing functions such as data discovery, permission-based querying, alert notifications, and large-scale incident management workflows. In addition, the platform features real-time dashboards, interactive analyses, and a collaborative business glossary that is beneficial to both technical and non-technical users, enhancing the management of valuable data assets. Its automated governance and continuous monitoring uphold compliance with regulations like GDPR and CCPA, significantly cutting down the time required to address data issues while lowering the total cost of ownership. This holistic strategy not only boosts operational efficiency but also promotes a culture of data stewardship within the organization, encouraging all stakeholders to prioritize data quality and governance. Ultimately, Collate empowers teams to harness the full potential of their data assets effectively.

Koog is a framework built on Kotlin that aims to facilitate the creation and execution of AI agents, ranging from simple ones that process single inputs to complex workflow agents that employ specific strategies and configurations. With its architecture entirely crafted in Kotlin, it seamlessly integrates the Model Control Protocol (MCP) to enhance model management. The framework also incorporates vector embeddings to enable effective semantic searches and provides a flexible system for developing and refining tools capable of interacting with outside systems and APIs. Ready-made components address common challenges faced in AI engineering, while advanced history compression techniques help minimize token usage and preserve context. Furthermore, a powerful streaming API allows for real-time response handling and multiple tool activations concurrently. Agents are equipped with persistent memory, which permits them to store knowledge across various sessions and among different agents, while comprehensive tracing capabilities improve debugging and monitoring, giving developers valuable insights for optimization. The diverse functionalities of Koog make it an all-encompassing solution for developers eager to leverage AI's potential in their projects, ultimately leading to more innovative and effective applications. Through its unique blend of features, Koog stands out as a vital resource in the ever-evolving landscape of AI development.

ToolSDK.ai is a free TypeScript SDK and marketplace aimed at accelerating the creation of agentic AI applications by providing instant access to over 5,300 MCP (Model Context Protocol) servers and a variety of modular tools with just a single line of code. This functionality enables developers to effortlessly incorporate real-world workflows that integrate language models with diverse external systems. The platform offers a unified client for loading structured MCP servers, which encompass features such as search, email, CRM, task management, storage, and analytics, effectively turning them into tools that work in harmony with OpenAI technologies. It adeptly handles authentication, invocation, and the orchestration of results, allowing virtual assistants to engage with, analyze, and leverage live data from a multitude of services, including Gmail, Salesforce, Google Drive, ClickUp, Notion, Slack, GitHub, and various analytics platforms, in addition to custom web search or automation endpoints. Furthermore, the SDK includes quick-start integration examples, supports metadata and conditional logic for multi-step orchestrations, and ensures smooth scaling to facilitate parallel agents and complex pipelines, making it a crucial asset for developers seeking to push the boundaries of innovation in the AI domain. With these advanced features, ToolSDK.ai not only simplifies the process of developing sophisticated AI-driven solutions but also encourages a broader range of applications across different industries.

Jenova functions as a versatile AI agent tailored for the Model Context Protocol (MCP) ecosystem, integrating top-tier models like GPT-4o, Claude 3.5, and Gemini 1.5 with real-time web search capabilities and a suite of built-in tools to significantly optimize various workflows. This advanced platform allows users to execute a variety of tasks, including sending emails, scheduling events, performing detailed research, analyzing documents, creating content, and interacting with live web data, all through a single, user-friendly interface. By smartly choosing the most appropriate models and harnessing search features from platforms such as Google, Reddit, YouTube, GitHub, and academic databases, it provides extensive no-code customization options, enabling users to develop tailored AI applications ranging from brand-voice automation to content summarization and personalized client assistants, all without requiring any technical skills. A central aspect of Jenova's design is to boost productivity by combining information discovery, contextual understanding, and action generation, thereby delivering actionable insights and automating repetitive tasks effectively. Furthermore, Jenova's mobile-friendly design ensures that users can access its robust features from any location, solidifying its role as an essential tool for contemporary workflows. With its innovative approach, Jenova not only simplifies everyday tasks but also empowers users to harness the full potential of AI technology in their personal and professional lives.

Supernovas AI acts as an all-encompassing, collaborative workspace designed for teams, offering seamless access to a variety of leading language models, including GPT-4.1/4.5 Turbo, Claude Haiku/Sonnet/Opus, Gemini 2.5 Pro/Pro, Azure OpenAI, AWS Bedrock, Mistral, Meta LLaMA, Deepseek, Qwen, and several others, all through a single, secure interface. This robust platform is equipped with essential chat features such as model access, prompt templates, bookmarks, static artifacts, and integrated web search, in addition to advanced functionalities like the Model Context Protocol (MCP), a talk-to-your-data knowledge base, built-in image creation and editing tools, memory-enabled agents, and code execution capabilities. By streamlining the management of AI tools, Supernovas AI eliminates the necessity for multiple subscriptions and API keys, which simplifies onboarding processes and guarantees enterprise-level privacy and collaboration from one efficient hub. Consequently, teams can concentrate more on their projects without the burden of juggling various tools and resources, fostering an environment of creativity and productivity. In essence, this platform not only enhances efficiency but also empowers users to leverage AI technology to its fullest potential.

Xpander.ai operates as a backend-as-a-service solution tailored for the deployment of AI agents at a production level, equipping developers with a robust infrastructure that oversees vital elements such as memory management, tool integration, connectors, multi-agent workflows, triggering mechanisms, state management, observability, and continuous integration/continuous deployment (CI/CD) pipelines, all without the need for any infrastructure configuration. The platform includes an intuitive visual workbench for AI agents, enabling users to design, configure, simulate, test, and deploy agents interactively, while also promoting collaboration among various agents, integrating a multitude of tools, implementing role-based access controls, and ensuring governance during runtime. Developers gain the capability to connect their agents to software as a service (SaaS) or enterprise systems through AI-enhanced connectors, construct workflows that work seamlessly with different tools, and monitor agent performance with built-in observability and lifecycle management features. Additionally, Xpander.ai provides deployment flexibility on both hosted cloud environments and private virtual private clouds (VPCs), striking a balance between agility and secure integration for enterprises, thereby simplifying the journey from concept to production-ready agents. By offering these sophisticated features, Xpander.ai not only streamlines the development process but also significantly encourages innovation within the AI agent domain, paving the way for future advancements. As a result, developers can focus on creativity and functionality rather than getting bogged down by technical complexities.

MCP-Use is an open-source platform aimed at developers, offering a comprehensive suite of SDKs, cloud infrastructure, and a user-friendly control interface to aid in the development, management, and deployment of AI agents based on the Model Context Protocol (MCP). This platform supports connections to multiple MCP servers, each providing unique tool capabilities such as web browsing, file management, and specialized third-party integrations, all conveniently accessed through a singular MCPClient. Developers can create tailored agents (via MCPAgent) capable of intelligently selecting the most appropriate server for individual tasks by utilizing configurable pipelines or a built-in server management system. It simplifies essential processes including authentication, access control management, audit logging, observability, and the establishment of sandboxed runtime environments, ensuring that both self-hosted and managed MCP applications are ready for production. Additionally, MCP-Use enhances the developer experience by seamlessly integrating with popular frameworks like LangChain (Python) and LangChain.js (TypeScript), which accelerates the creation of AI agents equipped with a variety of tools. Furthermore, its intuitive architecture not only fosters creativity but also encourages developers to explore and innovate with new AI capabilities more effectively, ultimately driving the advancement of AI technology.

Arcade.dev is an innovative platform tailored for the execution of AI tool calls, enabling AI agents to perform real-world tasks like sending emails, messaging, updating systems, or triggering workflows via user-authorized integrations. Acting as a secure authenticated proxy that adheres to the OpenAI API specifications, Arcade.dev facilitates models' access to a variety of external services such as Gmail, Slack, GitHub, Salesforce, and Notion, utilizing both ready-made connectors and customizable tool SDKs while proficiently managing authentication, token handling, and security protocols. Developers benefit from a user-friendly client interface—arcadepy for Python or arcadejs for JavaScript—that streamlines the processes of executing tools and granting authorizations, effectively removing the burden of managing credentials or API intricacies from application logic. The platform boasts impressive versatility, enabling secure deployments across cloud environments, private VPCs, or local setups, and includes a comprehensive control plane for managing tools, users, permissions, and observability. This extensive management framework guarantees that developers can maintain oversight and control, harnessing AI's capabilities to automate a wide range of tasks efficiently while ensuring user safety and compliance throughout the process. Additionally, the focus on user authorization helps foster trust, making it easier to adopt and integrate AI solutions into existing workflows.