AI developer tools cover model calls, code assistance, debugging and testing, data processing, deployment monitoring, and application integration. Here, the focus is on whether you can enter the real engineering chain, including SDK quality, version management, observability, permission configuration, cost control, and compatibility with the existing technology stack.
Bodyguard.ai is an AI moderation platform focused on online content safety, offering real-time, context-sensitive hate speech and harmful information detection services. The platform supports multilingual processing and is suitable for social media, live streaming, e-commerce, and gaming, helping brands create a healthy and inclusive user environment. Its customizable rules and API integration capabilities make it easy for businesses to automate audits and manage content compliance.
DeepEngin is an all-in-one content moderation API for enterprises and developers, covering image and video content moderation, anti-inappropriate content filtering, real-time live stream monitoring, and more. Based on advanced computer vision models, the platform supports nudity recognition, violence detection, offensive pose recognition, face comparison and celebrity recognition, etc., while extracting image text, analyzing PPE wearing, and providing image compression and video compression tools. Its API design is simple and can be quickly accessed through a multilingual SDK, making it suitable for cloud environments that process millions of media resources every day. DeepEngin emphasizes privacy and security, with all auditing processes completed in real-time and without content storage, ensuring data confidentiality. During the free trial period, a limited amount is provided, and the paid plan is charged according to the number of requests, and supports team collaboration and enterprise-specific customization, suitable for media platforms, e-commerce, social networks, and public safety.
Censorly is an AI content moderation API platform for developers and platform operators, enabling instant detection and filtering of inappropriate or sensitive text content. Its core functions include real-time moderation, keyword blocking, hate speech and spam identification, and are suitable for various scenarios such as social media, community forums, and e-commerce reviews. Censorly provides a developer-friendly JSON API interface, free trial credits, and a multi-tiered pricing strategy that allows the platform to quickly integrate and secure content. The overall audit process is efficient and scalable, making it a useful tool to ensure trust and compliance in the online environment.
SpamCheckAI is an intelligent anti-spam and form harassment detection platform built for developers and platform operators. Through its JSON API, users can perform multi-dimensional identification of IP addresses, email addresses, content text, and URLs, including malicious IPs, spam signatures, profanity, and language detection. The platform is built on AWS infrastructure, and data processing takes place within Canada, ensuring security and high performance. SpamCheckAI offers a detection accuracy rate of up to 99.9%, maintaining consistent efficiency even when dealing with large user form submissions. Users can get a free trial (100 tests per month), and premium subscription plans start at just $9/month, supporting custom data retention policies and enterprise-level services (including private model management and big data volume training interface), suitable for start-up projects to large-scale platforms. With its easy-to-integrate interface, flexible pricing, and comprehensive documentation support, SpamCheckAI is an effective solution for protecting against threats such as spam, phishing attacks, and form bots.
Lasso Moderation is an AI content moderation platform for enterprises, supporting automated detection and management of multimodal content such as text, images, videos, and audio. The platform has a built-in "Modbot" automatic moderation system, which combines AI model management, keyword filtering, and human-machine collaborative workflows to help users identify and deal with harmful content such as hate speech, harassment, and false information. Lasso Moderation supports over 100 languages and is suitable for various industries such as social media, gaming, live streaming, media, blockchain, and more, meeting compliance requirements with global regulations such as DSA, Online Safety Act, and more. The platform also offers compliance reporting, a transparency portal, and API integrations to help businesses build a secure and compliant digital ecosystem.
Imagga is an AI-based image recognition and content moderation platform that provides multiple visual processing APIs including image auto-annotation, classification, cropping, color extraction, face recognition, and inappropriate content detection. Users can integrate Imagga's vision engine in the cloud or on-premises to efficiently classify and review massive volumes of images. The platform supports custom model training, which is suitable for various scenarios such as e-commerce, media, digital asset management, advertising, and security monitoring. Its robust auto-tagging feature significantly boosts image SEO performance, helping businesses optimize their visual content management processes. Today, Imagga is used by more than 60,000 enterprises around the world, making it an ideal choice for building intelligent image applications and ensuring image content compliance.
Censorfy is an AI-powered content moderation platform designed for businesses and developers, providing efficient text and image content moderation services. Users can achieve real-time moderation with just one HTTP request, ensuring content meets custom moderation standards. The platform supports categorical management for easy organization and analysis of audit results, and provides flexible API interfaces for easy integration into existing systems. Additionally, Censorfy plans to introduce webhooks and automated workflow features to further enhance the automation and responsiveness of the review process.
AI or Not is a multimodal content authenticity detection platform that supports intelligent identification of images, audio, identity documents (KYC), and deepfake videos. The tool accurately speculates on AI content for a variety of generative models, including Stable Diffusion, Midjourney, GAN, and DALL-E, and provides image and audio detection APIs. Currently, the service has covered 200,000+ users around the world, helping enterprises and security teams identify generative AI counterfeit content and prevent deepfake fraud, copyright infringement, and disinformation. The platform is easy to use, supports web operations and API access, and the results are displayed in the form of confidence scores and test reports, and the uploaded content is deleted after real-time processing to ensure privacy and security. AI or Not emphasizes that "AI detection leads up to 99%", which is suitable for scenarios such as media authentication, KYC identity verification, financial risk control, and platform content review, making it an important tool for building a trustworthy digital ecosystem.
Checkstep is an AI content moderation platform for enterprises, supporting automated detection and management of multimodal content such as text, images, videos, audio, and live streams. The platform has a built-in "Modbot" automatic moderation system, which combines AI model management, keyword filtering, and human-machine collaborative workflows to help users identify and deal with harmful content such as hate speech, harassment, and false information. Checkstep supports over 100 languages and is suitable for various industries such as social media, gaming, live streaming, media, blockchain, etc., meeting the compliance requirements of global regulations such as DSA and Online Safety Act. The platform also provides compliance reporting, transparency portals, and API integrations to help businesses build a secure and compliant digital ecosystem.
ZeroGPT Plus is a versatile AI content detection platform that focuses on identifying text generated by large language models like ChatGPT, GPT-4, Claude, Gemini, and more. The platform uses DeepAnalyse™ technology to provide high-precision AI content detection and support multilingual analysis. In addition to AI detection, ZeroGPT Plus integrates features such as plagiarism detection, text rephrasing, grammar checking, translation, summary generation, and more, making it suitable for various fields such as education, content creation, recruitment, and SEO. The platform provides API interfaces, supports developers in integrating its features, and offers multiple subscription plans to cater to different user needs.
AICheatCheck is an AI content detection platform developed by Edukado AI, designed for educational institutions to identify text generated by large language models like ChatGPT, GPT-3, Claude, and more in student assignments. The platform employs a deep learning model based on transformers, with training data covering a wide range of academic levels and writing styles, with a detection accuracy of up to 99.7% and a false positive rate as low as 0.046%. Users can input English text through the web page for detection, and the system analyzes sentence structure and readability to determine whether the content is AI-generated. AICheatCheck supports API integration for universities, educational institutions, and enterprises, helping to maintain academic integrity and content originality.
Copyleaks AI Content Detector is a high-precision AI text recognition platform that focuses on detecting content generated by large language models such as ChatGPT, Gemini, Claude, and more. The tool supports more than 30 languages, with a detection accuracy of over 99% and a false positive rate as low as 0.2%. Its unique AI Source Match technology can mark specific AI-generated clips, suitable for various scenarios such as academic integrity, content creation, legal compliance, and more. Copyleaks offers API integrations, browser extensions, and LMS plugins to help educational institutions, businesses, and media maintain the originality and credibility of their content.
Ai-SPY is an AI tool that focuses on audio content authenticity detection, capable of identifying whether a voice is generated by AI. Users can detect it by recording, uploading files, or pasting social media links, and the system will provide detailed authenticity scores and word-level analysis. The platform uses a proprietary neural network model, supports API integration, and provides expert manual review services, suitable for various fields such as content creation, media verification, brand protection, and more. Ai-SPY offers a mobile app that supports multiple languages, aiming to enhance the credibility and transparency of audio content.
Rephrasy is an AI content humanization and detection platform dedicated to transforming AI-generated text into natural, fluent language and helping users evade recognition by AI detectors like GPTZero, Turnitin, Copyleaks, and more. It supports multilingual processing and integrates AI detectors with artificial style cloning capabilities for academic writing, marketing content, and social media text. The platform offers a web version, Chrome plugin, mobile (iOS/Android), and developer API, and users can choose between free trials or subscription plans according to their needs. Rephrasy focuses on the "one-click humanization, one-click detection" operation mode to help users generate contextual, diverse, and highly readable original content.
IdentifAI is an Italia-based AI content detection platform that focuses on identifying whether images and videos are AI-generated. Through its "Real or AI" tool, users can upload images or videos, and the system will analyze them to see if they are AI-generated. The platform uses advanced "ungenerated" AI technology to detect deepfake content and help users discern the authenticity of the content. IdentifAI provides API interfaces that support batch content analysis, suitable for social media, news media, brand protection, and other fields, aiming to enhance the transparency and credibility of digital content.
HiMCP.ai is an AI tool integration platform focused on Model Context Protocol (MCP), bringing together over 11,000 MCP servers across various fields such as AI inference, content generation, data analysis, and browser automation. The platform provides developers with unified MCP client and server resources, supports seamless integration with mainstream AI assistants such as Claude, Cursor, and Cline, simplifying the discovery, deployment, and invocation process of AI tools. HiMCP.ai connects AI models with external data sources, APIs, and systems through standardized protocols, improving the scalability and collaboration efficiency of AI applications, making it suitable for building RAG systems, automated workflows, and multimodal AI applications.
MCP.so is an MCP (Model Context Protocol) resource hosting platform created by domestic developer idoubi, aiming to help developers and AI application users discover, share, and use various MCP services, thereby enhancing the connectivity and utility of large language models (LLMs). The platform provides a comprehensive list of MCP servers, covering various features such as file system access, database operations, web automation, map services, and more. Users can quickly find the MCP services they need through keyword searches, and support multi-dimensional filtering by function, protocol type, and other dimensions. The platform encourages users to submit their own MCP server projects and participate in discussions and feedback, fostering the common development of the community. MCP.so also recommends a variety of MCP client tools, such as Claude Desktop, Cherry Studio, Cursor, etc., to help users access and use MCP services more conveniently.
API Tracker's MCP Servers page brings together over 100 official and community-released Model Context Protocol (MCP) servers. The page provides presentation tools by category (e.g., database, browser automation, search engine, blockchain, etc.), making it easy for developers to quickly discover and compare contextual services that can be integrated with large language models (e.g., Claude, Cursor, Windsurf, etc.). Each MCP server comes with integration status, documentation, and platform support information to help developers efficiently access external APIs in IDE and AI Agent environments. This catalog is suitable for technical teams seeking high availability, standardized deployment, and rapid tool integration, making it an essential resource for building AI toolchains.
MCP Servers is an open-source server aggregation platform focused on Model Context Protocol (MCP), bringing together thousands of official and community-built MCP servers covering databases, browser automation, cloud services, search engines, communications, file systems, and more. The platform supports seamless integration with AI clients such as Claude, Cursor, VS Code, and Windsurf, helping developers quickly access external tools and data sources for large language models (LLMs). MCP Servers provides standardized interfaces and tool discovery mechanisms, supports local deployment and remote calling, and is suitable for building RAG systems, AI assistants, automated workflows, and other application scenarios, significantly improving the scalability and collaboration efficiency of AI applications.
AIbase is an open-source MCP (Model Context Protocol) resource platform for developers and AI workers, bringing together more than 120,000 MCP server examples from around the world, covering maps (such as Baidu Maps), search (DuckDuckGo, Exa), data storage, browser automation (Playwright, BrowserTools), image and video processing, database connection (MongoDB, PostgreSQL, Supabase), Figma design access, and many other scenarios. The platform provides detailed classification, documentation, ratings, and standardized interface descriptions, and supports Chinese interfaces and community tutorials to facilitate users to search and deploy by tags. AIbase uses WebAssembly sandbox isolation to run MCP services to ensure security and stability, and supports click-and-click deployment between official and community servers, providing a one-stop solution for developers to quickly integrate multiple tool capabilities into AI Agent applications.
Smithery is a Model Context Protocol (MCP) server registration and management platform designed for large language models (LLMs) and agent systems. It offers over 200 open-source MCP tools across GitHub, Google Drive, Slack, PostgreSQL, and more, allowing users to easily integrate into Claude Desktop, Cursor, or custom proxy systems with a single line of code. Smithery supports both on-premises and hosted deployments, ensuring data security and flexibility, and offers a CLI installer and TypeScript SDK to simplify the development process. The platform is committed to accelerating the construction of an agent ecosystem and improving the scalability and utility of AI systems.
MCP-Get is a command-line tool designed specifically for developers, designed to simplify the process of discovering, installing, updating, and managing Model Context Protocol (MCP) servers. With MCP-Get, users can easily integrate large language models like Claude with external services, databases, and APIs, expanding the capabilities of their AI applications. The platform provides a rich MCP server catalog covering various application scenarios, supporting one-click installation and configuration, and improving development efficiency. MCP-Get is committed to building an open and collaborative MCP ecosystem, fostering interoperability and expanded capabilities of AI tools.
MCPDirs is a Model Context Protocol (MCP) server navigation platform designed for AI developers and agent systems, bringing together rich MCP server resources, covering database access, web scraping, security auditing, image generation, and other fields. Users can browse, search, and filter the MCP servers they need through an intuitive interface, and support sorting by category, label, and time to improve search efficiency. The platform also provides detailed server information, including feature introductions, usage guides, and deployment methods, making it easy for developers to quickly integrate into their AI applications. MCPDirs is committed to building an open and collaborative MCP ecosystem that fosters connectivity and expanded capabilities of AI tools.
Glama MCP is an AI tool integration platform focused on Model Context Protocol (MCP), offering over 5,000 open-source MCP servers covering various contextual services such as file access, database connections, API integration, and more. Users can search, compare, and connect to these servers through a unified interface, expanding the capabilities of AI models for richer contextual interactions. The platform supports a variety of clients and tools, making it suitable for building context-aware AI systems and is widely used in development, office automation, search engines, and data analysis. Glama MCP is committed to simplifying the integration process of AI with external tools and data sources, making AI applications more intelligent and automated.