Top AI tools for System Architect

Portkey is a comprehensive AI operations platform offering AI Gateway, Guardrails, and Observability Suite to help teams deploy reliable, cost-efficient, and fast AI applications.

• Freemium
• From 49$

AIML API is a comprehensive AI model marketplace offering seamless integration of 200+ AI models through a single API endpoint, featuring models from leading providers like OpenAI, Anthropic, Google, and Meta AI.

• Usage Based

A comprehensive payment security platform that provides tokenization, PCI compliance, and secure data handling for businesses processing sensitive payment information.

• Freemium
• From 395$

Reqode RMS streamlines requirements-driven development with AI-assisted documentation, code linking, and workflow automation to ensure clarity and traceability throughout the software lifecycle.

• Contact for Pricing

JSON Data AI is a tool that converts natural language prompts into API endpoints, allowing users to generate and fetch structured JSON data about any topic.

• Freemium

ChartDB is a free and open-source database design editor that allows users to visualize their database schema instantly using a single query and export it with AI assistance.

• Freemium
• From 14$

HPCC Systems is an open source big data platform designed for high-speed data engineering, analytics, and machine learning. It features robust performance, secure processing, and seamless scalability for building and managing data lakes.

• Free

RapidMCP transforms existing REST APIs into AI-agent ready MCP servers without requiring backend modifications, enabling quick integration with AI agents supporting the MCP protocol.

• Freemium
• From 12$

Fewsats is a secure API platform that enables AI agents to make controlled payments across multiple payment networks, from credit cards to cryptocurrencies, with customizable spending policies.

• Contact for Pricing

Rowy is a cloud-based platform that enables teams to build and manage product backends with low-code solutions, offering seamless integration with Firebase/Firestore and unlimited cloud functions.

• Freemium
• From 12$

KeyRunner is a next-generation API design and collaboration platform with robust security features, enabling secure and efficient API management directly within your preferred environment.

• Freemium
• From 39$

LakeSail's Sail is an open-source computation framework that unifies batch processing, stream processing, and compute-intensive AI workloads, offering 4x processing speed and 94% lower hardware costs compared to Apache Spark.

• Freemium

iQ Suite offers a developer-friendly RAG (Retrieval-Augmented Generation) API that enables quick integration of AI capabilities into applications with built-in security and scalability features.

• Usage Based

Meteron is a comprehensive AI infrastructure platform that provides metering, load-balancing, and storage solutions for LLM and generative AI applications. It enables developers to efficiently manage and scale their AI-powered products.

• Freemium
• From 39$

LM-Kit provides .NET developers with tools for AI agent customization, creation, and orchestration. It enables multimodal generative AI systems integration in C# and VB.NET applications.

• Paid
• From 1000$

Delysium Lucy is a blockchain-based AI agent operating system that functions as part of the YKILY (You Know I Love You) Network, designed to revolutionize Web3 interactions through AI agent collaboration.

• Contact for Pricing

StructAI is a development tool that helps capture and visualize project structures and file contents for enhanced AI-assisted development, enabling seamless integration with AI tools.

• Free

ZETIC.ai is a cutting-edge platform that enables companies to transform their AI operations to on-device processing, eliminating GPU cloud dependencies while delivering superior performance and cost savings.

• Free Trial

StartKit.AI is a comprehensive boilerplate solution for building AI-powered SaaS applications quickly, offering pre-built components, authentication, payments, and AI integration with multiple providers including OpenAI, Anthropic, Groq, and Llama.

• Pay Once
• From 149$

Yadget is a comprehensive synthetic data generation tool that helps creators generate large volumes of test data for ML, AI, SQL, Crypto, Fintech, and Payment projects.

• Freemium

An intelligent assistant that automates text analysis, mockup form generation, SQL scripting, and UML diagramming for business analysts and UI/UX designers, streamlining their daily workflow.

• Contact for Pricing

Specfy is an open-source stack intelligence platform that provides a comprehensive, always up-to-date catalog of infrastructure, SaaS, and third-party technologies for engineering organizations. It automates the detection and management of over 400 technologies, streamlining insights and collaboration for modern teams.

• Free

Aerospike is a distributed NoSQL database designed for real-time applications, offering millisecond latency, massive scalability, and multi-model capabilities including vector search.

• Contact for Pricing

Emitter offers a high-speed, secure, and scalable publish-subscribe messaging API for real-time communication across web, mobile, gaming, and IoT applications.

• Freemium
• From 10$

CodeGPT is an AI-powered development platform that empowers software development teams with specialized agents that automate tasks, understand the codebase, and enhance productivity.

• Freemium
• From 10$

Veo API is a professional video generation platform offering RESTful API services with comprehensive SDK support and real-time processing capabilities for seamless content creation.

• Freemium
• From 30$

Vana is a distributed network enabling user-owned AI where individuals can own, govern, and earn from their data contributions to AI models. It provides a decentralized infrastructure for private, user-owned data and AI model training.

• Contact for Pricing

AICommit is an intelligent developer tool that automates commit message generation and enhances code documentation through advanced AI analysis.

• Freemium

OpenRouter provides a unified interface for accessing and comparing various Large Language Models (LLMs), offering users the ability to find optimal models and pricing for their specific prompts.

• Usage Based

TLDR is an AI-powered IDE plugin that translates code into plain English explanations, supporting most programming languages and making code comprehension easier for developers.

• Freemium
• From 5$

RDFox is a high-performance knowledge graph database and semantic reasoning engine designed for complex AI applications requiring accuracy and explainability.

• Freemium

Gleek is a text-to-diagram tool that transforms textual descriptions into professional diagrams, including flowcharts, ERD, UML, Gantt charts, and user journey diagrams, all through keyboard-only input.

• Freemium
• From 7$

Code to Flow is an AI-powered tool that converts programming code into interactive flowcharts, helping developers visualize, analyze, and understand complex code structures across multiple programming languages.

• Freemium
• From 5$

AgentOS is an open-source platform for building and deploying multi-agent systems. It simplifies agent construction, orchestration, and human-AI collaboration.

• Free

Windmill is an open-source developer platform and workflow orchestration engine that enables rapid creation and deployment of complex, data-driven applications through automation of scripts, workflows, and auto-generated UIs.

• Freemium

Draft1.ai is an AI-powered tool that automatically generates various types of diagrams including software architecture, network, cloud, and ER diagrams from text input, helping users create visually appealing technical documentation efficiently.

• Paid
• From 12$

Temporal is a durable execution platform that simplifies the development of scalable and reliable distributed systems, ensuring workflows never fail.

• Usage Based
• From 100$

NootCode is an online platform for software engineers to practice non-algorithmic skills like Computer Science Fundamentals, System Design, and Scenario Analysis through hands-on exercises, evaluated by AI. Master essential engineering competencies beyond coding quizzes.

• Freemium

Bonita is an enterprise-grade business process automation platform that empowers developers to build, deploy, and manage complex business applications with a unique combination of low-code capabilities and professional development tools.

• Freemium

Meya is a comprehensive chatbot platform that enables businesses to build custom customer support solutions with advanced features including custom coding, integrations, and human-bot hybrid capabilities across mobile and web interfaces.

• Paid
• From 99$

Aipify is a platform that enables developers to create intelligent APIs without coding, leveraging Large Language Models to provide structured GPT responses through an easy-to-use API interface.

• Freemium

Akita.ai is a developer-focused AI tool that provides context-aware code assistance, documentation generation, and intelligent code analysis capabilities.

• Contact for Pricing

Hatchet is a distributed, fault-tolerant task queue that replaces traditional message brokers and pub/sub systems, designed to solve concurrency, fairness, and durability challenges in web applications.

• Freemium
• From 150$

Syncari is a data automation platform that unifies, synchronizes, and governs data across the enterprise. It modernizes Master Data Management (MDM) with AI-driven capabilities for improved data quality and activation.

• Contact for Pricing

Airbyte is an open-source data integration platform that helps organizations consolidate and move data across multi-cloud environments, supporting 550+ data sources and destinations with AI-ready capabilities.

• Freemium
• From 10$

OpenServ is a comprehensive platform that enables users to find, curate, and employ AI agents in customizable workforces to enhance productivity and automate complex tasks.

• Contact for Pricing

QueryLab provides instant database sandboxes powered by AI, offering natural language query generation, data visualization, and external data integration capabilities across multiple database platforms.

• Contact for Pricing

Myple is a developer-focused platform that enables building and deploying production-ready AI applications with robust integration capabilities and advanced security features.

• Freemium

Bytewax is a complete data processing solution offering a Python-native, stateful stream processor for building and deploying real-time data pipelines.

• Free

Every AI is a comprehensive AI development platform that provides easy access to 120+ AI models, including ChatGPT, Ollama, and Claude, with developer-friendly integration options.

• Paid
• From 20$