agentgateway (⭐4.2k)

An open-source data plane for agentic AI connectivity, providing security, observability, and governance for agent-to-tool (MCP) and agent-to-agent (A2A) communication.

Bifrost (⭐7k)

A high-performance AI gateway written in Go that unifies more than 20 model providers behind a single OpenAI-compatible API, with failover, load balancing, semantic caching, and governance.

Docker MCP Gateway (⭐1.5k)

Runs MCP servers as isolated containers with restricted privileges and managed secrets, exposing them to AI clients through one gateway endpoint.

Envoy AI Gateway (⭐1.9k)

An open-source gateway built on Envoy Proxy to manage request traffic from application clients to GenAI services with unified API access and usage limits.

IBM ContextForge (⭐4.2k)

An AI gateway, registry, and proxy that federates MCP, A2A, and REST services behind a single endpoint with governance and observability.

Kong AI Gateway

Multi-LLM AI gateway built on Kong Gateway, offering semantic caching, prompt security, and AI observability through dedicated plugins.

LiteLLM (⭐55k)

An LLM gateway that exposes 100+ model providers through a unified OpenAI-compatible API, with spend tracking, fallbacks, and rate limiting.

MCPJungle (⭐1.1k)

A self-hosted MCP gateway and registry that centralises multiple MCP servers behind one endpoint for AI agents.

Obot (⭐922)

An open-source MCP platform that combines server hosting, a registry, a gateway, and a chat client with access control and audit logging.

Portkey AI Gateway (⭐12k)

A fast AI gateway that routes to 250+ LLMs with guardrails, caching, retries, and load balancing via a single API.

Akana API Management Platform

Provides comprehensive lifecycle management, enabling rapid digital transformation and robust compliance across multi-cloud environments.

Amazon API Management

Leverages AWS scalability and security to efficiently create, monitor, and manage APIs.

Amplify API Management Platform

Offers an open, agile approach to API management with robust integration and flexible deployment options.

Anypoint Platform

Combines API design, integration, and management into one unified platform, streamlining connectivity and development.

Apigee

Delivers powerful analytics, security, and scalability for enterprise-grade API management from Google.

Azure API Management

A hybrid, multicloud solution that simplifies API lifecycle management with comprehensive security and analytics.

Boomi API Management

Cloud-native API management within the Boomi Enterprise Platform, covering the full API lifecycle with centralized control across environments.

DigitMarket API Manager

Transforms APIs into strategic business tools through end-to-end lifecycle management and enhanced operational insights.

Gravitee.io API Management (⭐437)

A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

IBM API Connect

Provides a scalable, secure, and intuitive environment for creating, managing, and monetizing APIs across clouds.

IBM webMethods API Management

Offers a comprehensive suite for API lifecycle management that seamlessly integrates on-premises and cloud systems.

Kong Enterprise

A cloud-native, enterprise-grade solution that enhances API connectivity, microservices orchestration, and security via a rich plugin architecture.

Layer7 API Management

Ensures secure and efficient API development with continuous lifecycle management and advanced integration features.

Red Hat 3scale API Management

Simplifies API monetization and governance with a cloud-native approach and powerful scaling capabilities.

Sensedia API Management

Provides a full-lifecycle API solution with advanced security, performance monitoring, and streamlined integration.

Traefik API Management

Provides an API Management as Code platform to DevOps and Platform Engineering Teams who favor less ClickOps and more GitOps-driven API lifecycle workflows.

Tyk API Management

Delivers high-performance, open-source API management focused on flexibility, robust security, and scalability.

WSO2 API Manager (⭐1k)

A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Zuplo API Management

A developer-centric, lightweight platform featuring GitOps integration, rapid edge deployment, extensive OpenAPI support, and seamless monetization.

Apicurio Studio (⭐1k)

A web-based, open-source API design tool that leverages the OpenAPI specification.

Dredd (⭐4.2k)

Validate API description docs against backend implementation using this language-agnostic CLI tool.

Kiota (⭐3.7k)

A command-line generator from Microsoft that turns an OpenAPI description into a lightweight, strongly typed API client in many languages.

oasdiff (⭐1.3k)

Compare OpenAPI specs and detect breaking changes, with changelog generation in multiple output formats.

OpenAPI Diff (⭐1k)

Compare OpenAPI specs with version control and visualize the differences in HTML or Markdown format.

OpenAPI Generator (⭐26k)

Automate the creation of API client libraries, server stubs, documentation and config files with this powerful OpenAPI Spec tool.

OpenAPI Style Validator (⭐236)

Ensure that your OpenAPI specs meet your organization's standards with this flexible and customizable style validator.

OpenAPI-GUI (⭐1.4k)

Create and validate OpenAPI specs with ease using this intuitive graphical user interface.

Redocly CLI (⭐1.4k)

Lint, bundle, and preview OpenAPI descriptions with configurable rulesets and plugins.

Spectral (⭐3.1k)

Detect and fix errors in your JSON/YAML files using this linter tool that supports OpenAPI 3.0 & 2.0 and AsyncAPI.

Swagger Editor (⭐9.4k)

Create, describe, and document your API with ease using this open source editor built specifically for OpenAPI-based APIs.

vacuum (⭐1.1k)

An ultra-fast OpenAPI linter and quality analysis tool, compatible with Spectral rulesets.

Zally (⭐945)

Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.

Bump.sh

Generates hosted API documentation and changelogs from OpenAPI and AsyncAPI definitions, with automatic breaking-change detection.

DapperDox (⭐416)

Generates elegant, interactive API documentation from OpenAPI/Swagger specs with easy customization and automated updates.

Fern (⭐3.7k)

Generates SDKs and interactive API documentation from OpenAPI or its own API definition format.

OpenAPI Explorer (⭐352)

Creates intuitive, interactive user interfaces from OpenAPI specs, simplifying API exploration and testing.

RapiDoc (⭐1.8k)

Produces highly customizable, interactive API documentation with responsive design and rich configuration options.

ReadMe

Hosted developer hubs that turn OpenAPI definitions into interactive, personalized API documentation with usage metrics.

Redoc (⭐25k)

Delivers clean, modern documentation with advanced theming, multi-language support, and seamless integration.

Scalar (⭐15k)

Renders modern, interactive API references from OpenAPI/Swagger documents, with an integrated API client and broad framework integrations.

Slate (⭐36k)

Converts markdown into stylish, static API documentation with intuitive navigation and clear code examples.

SpectaQL (⭐1.2k)

Generates static, customizable documentation for GraphQL schemas, making complex API structures easy to understand.

Stoplight Elements (⭐2.4k)

Provides modular, attractive UI components for building comprehensive API reference and tutorial documentation.

SwaggerHub

An integrated API design and documentation hub that enhances team collaboration, version control, and automated testing.

Swagger UI (⭐28k)

Offers an interactive, in-browser tool for visualizing and testing APIs directly from OpenAPI specifications.

Zudoku (⭐571)

A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Apinto (⭐1.6k)

A Golang-based gateway that offers dynamic routing, multi-tenancy, and robust API access control for modern architectures.

Ambassador Edge Stack

A Kubernetes-native API gateway designed for high-scale environments with flexible routing and advanced security features.

Apache APISIX (⭐16k)

A high-performance, dynamic gateway featuring real-time traffic management and powerful plugin integrations.

Apache ShenYu (⭐8.8k)

A Java-native gateway excelling in protocol conversion, service proxying, and comprehensive API governance.

Envoy Gateway (⭐2.9k)

CNCF Envoy-based gateway with Gateway API, mTLS, JWT, and other built-ins.

Higress (⭐9k)

A next-generation cloud-native gateway based on Envoy and Istio, offering high performance, easy-to-use, and rich plugin extensibility.

kgateway (⭐5.6k)

A CNCF Envoy-based, Kubernetes-native API gateway built around the Kubernetes Gateway API, and the successor to the Gloo open-source project.

Kong API Gateway (⭐43k)

A scalable, cloud-native gateway that simplifies API management through extensive plugin support and seamless microservices integration.

KrakenD API Gateway (⭐2.6k)

An ultra-high performance gateway with efficient middleware configuration, robust security, and seamless scaling.

Ocelot (⭐8.7k)

A .NET-based gateway offering intuitive routing and easy integration for lightweight API management.

Spring Cloud Gateway (⭐4.8k)

Leverages the Spring ecosystem to deliver robust routing, filtering, and security for microservices.

Traefik API Gateway (⭐64k)

Combines Traefik Proxy, a fully declarative application proxy with enterprise-grade access control, distributed security, and premium integrations.

Tyk API Gateway (⭐10k)

An enterprise-grade, open-source gateway supporting REST, GraphQL, TCP, and gRPC with advanced rate limiting and analytics.

OpenAS2 (⭐235)

Java-based open-source implementation of the AS2 protocol for secure, signed, and encrypted document exchange over HTTP.

phase4 (⭐233)

Embeddable, lightweight Java library implementing the AS4 messaging protocol, including the Peppol and CEF/eDelivery profiles.

Smooks (⭐417)

Extensible Java framework for processing and transforming structured data such as EDI, XML, CSV, and JSON.

Drools (⭐6.2k)

Open-source engine that supports advanced Decision Model and Notation (DMN) with Eclipse IDE integration for efficient rule development.

FICO Blaze Advisor

Enterprise-grade decision engine that empowers both business and technical users with an intuitive interface for fast rule creation and management.

IBM ODM

Scalable decision management system that streamlines rule authoring, testing, and updates while ensuring compliance and agility.

NxBRE (⭐133)

Specialized .NET open-source rule engine offering efficient rule processing tailored for Microsoft environments.

OpenL Tablets (⭐200)

Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

Progress Corticon

Model-driven BRMS enabling rapid, no-code rule creation that delivers high-performance automated decisions with guaranteed integrity.

ZEN Engine (⭐1.8k)

A cross-platform, open-source Business Rules Engine written in Rust that executes JSON Decision Models through interconnected graphs of decision tables, functions, and expressions.

Appian BPM Suite

Low-code BPM platform that empowers both IT and citizen developers to quickly build process- and case-centric applications.

IBM Business Automation Workflow

Integrated platform combining workflow automation and BPM to optimize operational processes and decision-making.

Oracle BPM Suite

Comprehensive solution offering robust process modeling, workflow automation, and real-time analytics to drive operational excellence.

Pega Platform

Advanced BPM and RPA platform featuring intelligent process automation and workforce analytics to streamline operations.

TIBCO BPM Enterprise

Enterprise BPM solution delivering process automation, documentation, and predictive analytics to enhance performance and decision-making.

AWS Database Migration Service

Managed migration and replication service with CDC support for keeping databases, data warehouses, and data lakes in sync.

Debezium (⭐12k)

Open-source distributed platform for change data capture that turns your existing databases into event streams for real-time data integration.

IBM Data Replication

Enterprise CDC solution that captures and delivers data changes with minimal impact on source systems and low latency.

Maxwell's daemon (⭐4.2k)

An open-source CDC tool for MySQL that reads database binlogs and streams row-level changes as JSON to systems like Kafka, Kinesis, or other destinations.

Oracle GoldenGate

Enterprise-grade real-time data integration and replication solution that provides comprehensive CDC capabilities for heterogeneous databases and cloud platforms.

PeerDB (⭐3.2k)

Postgres-first CDC platform for fast, simple replication from PostgreSQL to data warehouses, queues, and storage.

Qlik Replicate

Universal data replication software that provides real-time CDC capabilities for modern data architecture and analytics.

Sequin (⭐2.1k)

PostgreSQL change data capture platform that streams row-level changes to Kafka, SQS, Redis, NATS, RabbitMQ, HTTP endpoints, and search indexes with exactly-once processing.

Striim

Real-time data integration and streaming platform with log-based CDC from databases to cloud analytics targets.

Airbyte (⭐21k)

Flexible, open-source data integration platform that builds ELT pipelines to move data from diverse sources to modern destinations.

Apache InLong (⭐1.4k)

One-stop, full-scenario integration framework for massive data that supports data ingestion, synchronization, and subscription with real-time ETL capabilities.

Apache NiFi (⭐6.1k)

Automated data integration tool with a visual interface that seamlessly extracts, transforms, and delivers data across systems.

Apache SeaTunnel (⭐9.5k)

High-performance, distributed data integration platform supporting batch and streaming synchronization across hundreds of connectors.

CloverDX

Enterprise ETL suite (formerly named CloverETL) offering robust data transformation and workflow orchestration for scalable integration.

Conduit (⭐603)

Lightweight data integration tool written in Go that streams data between systems using built-in or standalone connectors, with Kafka Connect compatibility.

dlt (⭐5.7k)

Open-source Python library for building data pipelines as code, with schema evolution and incremental loading out of the box.

Estuary Flow (⭐960)

Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

Fivetran

Managed ELT that syncs 700 + sources to data warehouses.

Hevo

No-code, fully automated data pipeline platform that supports extensive integrations, simplifying complex data workflows.

IBM DataStage

Robust platform that cleanses, transforms, and delivers reliable data, empowering businesses with trusted insights.

Informatica PowerCenter

Enterprise-class solution that streamlines big data and cloud analytics through comprehensive data integration management.

Meltano (⭐2.5k)

Declarative, code-first data integration engine that runs Singer taps and targets with version-controlled pipeline configuration.

Microsoft SSIS

Proven data integration solution for building scalable ETL processes within enterprise environments using SQL Server.

Oracle Data Integrator

Comprehensive platform that addresses batch loads, real-time processes, and SOA-enabled services for end-to-end data management.

Pentaho Data Integration (⭐8.3k)

Intuitive, visual ETL tool that simplifies data ingestion, blending, and cleansing across multiple sources without heavy coding.

SAS Data Management

Robust solution that transforms, integrates, and secures data to enhance quality and reliability across the enterprise.

Singer (⭐1.3k)

Open-source standard for writing scripts that move data, defining a JSON-based protocol between extraction "taps" and loading "targets".

Sling (⭐883)

Fast ELT command-line tool and Go library for moving data between databases, files, and cloud storage across a wide set of connectors.

Stitch

Developer-friendly SaaS ETL service that effortlessly extracts data from numerous sources into data warehouses for streamlined analytics.

Talend Data Integration

Versatile platform that unifies disparate data sources into actionable insights to empower informed business decisions.

Altova MapForce

Graphical data mapping solution that enables any-to-any conversion, reducing complexity and accelerating integration projects.

AtlasMap (⭐213)

Interactive web-based tool that simplifies mapping across Java, XML, CSV, and JSON data sources with an intuitive interface.

DataSonnet (⭐37)

A template-based data transformation library built on Jsonnet, tailored for system integration.

JOLT (⭐1.6k)

Java-based JSON transformation library that uses a specification-driven approach for effortless JSON-to-JSON conversions.

JSLT (⭐696)

Powerful JSON query and transformation language inspired by jq and XPath, designed for rapid and flexible data manipulation.

JSONata (⭐2.6k)

Lightweight query and transformation language for JSON data.

Kaoto (⭐111)

Visual data mapper for Apache Camel with a drag-and-drop interface supporting XML, JSON, CSV, and XSLT transformations. Successor to AtlasMap.

Anypoint Platform

Comprehensive integration solution that leverages robust ESB capabilities to connect and orchestrate disparate systems.

CData Arc

Integration platform (formerly ArcESB) that synchronizes data across applications, streamlines partner connectivity, and automates EDI and MFT workflows.

IBM App Connect

Robust integration solution that connects diverse applications and protocols, ensuring seamless data flow across the enterprise.

IBM webMethods Integration

Comprehensive platform that accelerates application integration and simplifies connectivity across heterogeneous systems.

NServiceBus (⭐2.1k)

Developer-friendly, .NET-based service bus that simplifies messaging and orchestrates service integration efficiently.

Oracle Service Bus

Powerful ESB solution that virtualizes and manages service interactions to reduce integration complexity.

Oracle SOA Suite

Comprehensive SOA platform that orchestrates services into composite applications, driving efficient business process integration.

Red Hat build of Apache Camel

Red Hat's supported distribution of Apache Camel (successor to Red Hat Fuse) for building cloud-native integrations.

TIBCO BusinessWorks

Enterprise-grade integration platform implementing proven hybrid integration patterns for reliable data exchange.

UltraESB

High-performance ESB engineered for extreme throughput with zero-copy proxying and non-blocking IO techniques.

WSO2 Integrator: MI (⭐257)

The configuration-driven integration runtime of the WSO2 Integrator platform, supporting enterprise integration patterns in centralised and containerised deployments.

Apache Camel (⭐6.2k)

Integration framework with 300+ connectors for databases, messaging, APIs, cloud services, and enterprise systems. Supports both Spring Boot and Quarkus runtimes, and includes AI agent interoperability via the A2A and MCP protocols.

Ballerina (⭐3.8k)

Innovative programming language designed for effortless creation and integration of network services and APIs.

Frank!Framework (⭐165)

Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

MassTransit (⭐7.7k)

Distributed application framework for .NET that provides a consistent messaging abstraction on top of transports such as RabbitMQ, Azure Service Bus, and Amazon SQS.

Spring Cloud Stream (⭐1k)

Framework for building event-driven microservices connected to shared messaging systems through binder abstractions for Kafka, RabbitMQ, and more.

Spring Integration (⭐1.6k)

Extension of the Spring ecosystem that provides out-of-the-box integration capabilities using proven Enterprise Integration Patterns.

Wolverine (⭐2.2k)

Low-ceremony messaging and command-bus framework for .NET with built-in durable messaging and transports like RabbitMQ and Kafka.

Anypoint Platform

Combines API management and integration into one platform, enabling seamless connectivity across diverse applications.

Azure Logic Apps

Microsoft's iPaaS for building automated workflows with hundreds of prebuilt connectors for cloud and on-premises systems.

Boomi Enterprise Platform

Cloud-native, intelligent platform that connects systems effortlessly while automating integration processes.

Camel K (⭐926)

Lightweight Kubernetes-native integration platform built on Apache Camel that runs integration routes directly on Kubernetes and OpenShift as cloud-native serverless services.

Celigo Integration Platform

User-friendly iPaaS with prebuilt templates for rapid SaaS-to-SaaS integrations and intuitive drag-and-drop design.

Jitterbit Harmony

Comprehensive integration solution offering prebuilt workflows and automation templates to accelerate business processes.

IBM Cloud Integration

Next-generation platform leveraging AI to streamline integration, increase scalability, and speed up deployment.

IBM webMethods

All-in-one integration platform that unifies applications, simplifies processes, and boosts overall efficiency.

Informatica Intelligent Cloud Services

Suite of cloud data management tools that accelerates productivity and simplifies application and data integration.

OpenText Alloy

Enterprise data management solution that transforms basic integration into actionable insights and smarter decision-making.

Oracle Integration Cloud Service

Robust platform with prebuilt connectivity for both SaaS and on-premises apps, streamlining integration processes.

SAP Integration Suite

Cloud-native solution offering prebuilt adapters, API management, and event brokering for end-to-end connectivity.

SnapLogic Intelligent Integration Platform

AI-driven platform that connects applications and data rapidly, ensuring efficient and scalable integrations.

TIBCO Cloud Integration

Flexible, API-led and event-driven platform that empowers you to integrate virtually any system quickly.

Tray.ai

Low-code automation platform with a drag-and-drop interface, making it simple to build scalable integrations and workflows.

Workato

Unified integration and workflow automation solution that simplifies complex processes and enhances operational efficiency.

Amazon MQ

Fully managed message broker supporting Apache ActiveMQ and RabbitMQ, ensuring reliable and secure messaging.

Amazon MSK

Managed Apache Kafka service that simplifies cluster setup, scaling, and real-time data streaming.

Amazon SQS

Reliable, fully managed queuing service to decouple microservices and scale distributed applications seamlessly.

Amazon SNS

Managed pub/sub messaging service that flexibly notifies subscribers and supports various delivery protocols.

Alibaba Cloud Message Queue for Apache Kafka

High-throughput Kafka service with seamless Alibaba Cloud integration for real-time data processing.

Alibaba Cloud Message Queue for RabbitMQ

Scalable RabbitMQ solution offering low latency and high throughput for distributed messaging.

Alibaba Cloud Message Service

Distributed messaging service that ensures reliable data transfer between decoupled systems.

AlibabaMQ for Apache RocketMQ

Robust message queue service supporting asynchronous communication with high availability and durability.

Anypoint MQ

Enterprise-class messaging service integrated with Anypoint Platform for flexible and reliable message orchestration.

Azure Event Hubs

A high-throughput, fully managed event-ingestion (publish-subscribe) service, supports the Kafka protocol natively.

Azure Service Bus

Cloud messaging solution that supports multiple patterns and protocols for robust enterprise integration.

CloudAMQP

Managed RabbitMQ service featuring an intuitive web console, advanced analytics, and seamless scalability.

Confluent Cloud

Fully managed Kafka service offering enterprise features like schema registry, connectors, and governance.

Google Cloud Managed Service for Apache Kafka

Simplifies Kafka deployment and management on Google Cloud for real-time streaming applications.

Google Cloud Pub/Sub

High-throughput messaging service that supports event-driven architectures with flexible delivery models.

Huawei Cloud Distributed Message Service

Fully managed messaging service that ensures secure, scalable, and reliable communication between applications.

Huawei Cloud Distributed Message Service for Kafka

Managed Kafka solution that simplifies scaling and management while delivering high performance and security.

IBM MQ on Cloud

Enterprise messaging service that offers secure, reliable data transfer across applications in a cloud environment.

IronMQ

Elastic, cloud-native message queue designed for scalable and reliable processing of high-volume messages.

Oracle Cloud Streaming

Serverless, real-time event streaming platform with Apache Kafka compatibility for efficient data processing.

Solace PubSub+ Cloud

Integrated event streaming platform providing full visibility and control over your data pipelines.

Yandex Message Queue

Cloud messaging service compatible with Amazon SQS API for easy integration with existing systems.

Yandex Managed Service for Apache Kafka

Fully managed Kafka service with automated scaling, monitoring, and maintenance for hassle-free streaming.

Axway Managed File Transfer

Robust platform offering advanced security and efficient, reliable data transfer across enterprise systems.

CData Arc MFT

Enterprise-grade MFT solution (formerly ArcESB) with an intuitive interface and powerful automation for streamlined file exchanges.

GlobalSCAPE EFT

Hardened file transfer server that ensures end-to-end encryption, automation, and compliance for mission-critical data.

GoAnywhere MFT

Comprehensive solution delivering centralized, secure file transfers with automation and complete audit logging.

IBM Sterling Secure File Transfer

Scalable and high-performance MFT platform designed for secure, fast, and reliable file exchange.

IBM webMethods MFT

Integrated managed file transfer solution that supports flexible deployment across hybrid environments.

JSCAPE MFT Server

Secure, protocol-agnostic platform with automation and compliance.

Oracle Managed File Transfer

Comprehensive platform that simplifies secure file exchange and management for enterprise operations.

Progress MOVEit

Secure, automated file transfer solution with guaranteed delivery, encryption, and compliance tools for regulated industries.

TIBCO Managed File Transfer

Centralized MFT platform with robust automation and security features designed to support diverse file transfer scenarios.

Titan MFT Server

Enterprise-level MFT server offering high availability, failover capabilities, and efficient large-scale file automation.

IBM InfoSphere Master Data Management

Comprehensive platform that centralizes data governance, ensuring consistency and accuracy across your enterprise.

Informatica Multidomain MDM

Integrated solution for managing and governing master data across all domains, enhancing overall data quality.

Oracle Enterprise Data Management

Robust tool that centralizes master data to support faster, more effective decision-making and operational agility.

Reltio

Cloud-native, multi-domain MDM platform combining data quality, governance, and real-time analytics for a 360° view.

SAP Master Data Governance

Centralized solution that consolidates and governs master data to ensure consistency and high quality.

SAS MDM

Unified platform that integrates data from diverse sources into accurate master records for improved efficiency.

Stibo MDM

Proven multi-domain MDM solution focusing on data transparency and governance to provide a single source of truth.

Teradata MDM

Establishes a consistent analytical foundation by maintaining accurate reference data for enhanced ROI.

TIBCO EBX

Comprehensive platform for governing and managing shared data assets, ensuring consistency and enabling smarter decisions.

Apache ActiveMQ (⭐2.4k)

Open-source broker that implements JMS, enabling seamless conversion between synchronous and asynchronous messaging.

Apache ActiveMQ Artemis (⭐1k)

A multi-protocol message broker, supporting various industry standard protocols such as AMQP 1.0, MQTT 3.1.1, MQTT 5, and STOMP.

Apache EventMesh (⭐1.7k)

A dynamic event-driven application runtime that acts as a serverless event middleware for decoupling applications and backend brokers.

Apache Iggy (⭐4.4k)

Persistent message streaming platform written in Rust, supporting QUIC, TCP, and HTTP transports with high throughput and low latency.

Apache Kafka (⭐33k)

Distributed, high-throughput system designed for real-time data streaming and fault-tolerant processing.

Apache Pulsar (⭐15k)

Versatile pub/sub and streaming platform offering scalable, low-latency messaging for modern applications.

Apache Qpid (⭐71)

AMQP-compliant messaging tool with multi-language support for enterprise-grade message delivery.

Apache RocketMQ (⭐22k)

High-performance distributed messaging platform engineered for low latency and high throughput.

AutoMQ (⭐10k)

Stateless, Kafka-compatible broker that runs on S3-class object storage for elastic scaling and reduced cost.

BlazingMQ (⭐3.2k)

Distributed message queuing system focused on efficiency and reliability for modern workflow needs.

Centrifugo (⭐10k)

Scalable real-time messaging server that minimizes delay in delivering events to online users.

Eclipse Mosquitto (⭐11k)

Lightweight MQTT broker optimized for low-power devices with robust encryption and authentication.

ElasticMQ (⭐2.9k)

In-memory message queue with an Amazon SQS-compatible interface, offering stand-alone or embedded deployment with optional UI and queue persistence.

EMQX (⭐16k)

High-performance MQTT broker built for IoT and industrial applications, ensuring scalable message delivery.

HiveMQ (⭐1.2k)

MQTT broker built for reliable IoT messaging at scale, with an open-source community edition and a rich extension system.

IBM MQ

Enterprise-grade messaging solution providing robust features, high availability, and multi-protocol support.

KubeMQ

Kubernetes-native message broker and queue system designed for scalability, high availability, and seamless cloud integration.

LavinMQ (⭐985)

High-performance message queue server implementing AMQP 0-9-1 and MQTT protocols, built with Crystal for exceptional throughput and minimal resource usage.

Magistrala (⭐2.6k)

Distributed, event-driven infrastructure for messaging supporting multiple protocols (HTTP, MQTT, WebSocket, CoAP) with strong security and IoT capabilities.

NATS (⭐20k)

Lightweight, high-performance messaging system ideal for microservices and cloud-native architectures.

NSQ (⭐25k)

Realtime distributed messaging platform designed to operate at scale, handling billions of messages per day with decentralized topology.

Oracle AQ

Integrated messaging solution within Oracle databases, offering reliable and efficient message delivery.

RabbitMQ (⭐13k)

Popular open-source broker implementing AMQP, known for reliability, clustering, and ease-of-use.

Red Hat AMQ

Enterprise messaging platform based on open-source technologies, offering scalable and reliable message delivery.

Redpanda (⭐12k)

Kafka-compatible streaming platform that eliminates Zookeeper, delivering high performance and low latency.

RMQ (⭐1.6k)

Redis-backed message queue written in Go, providing flexible queue management, batch consumers, and efficient delivery patterns.

TIBCO Enterprise Message Service

Standards-based JMS implementation that enables efficient and robust exchange of messages between applications.

VerneMQ (⭐3.6k)

High-performance distributed MQTT broker designed for scalable and efficient message delivery in modern environments.

ZeroMQ (⭐10k)

High-performance asynchronous messaging library providing broker-less, socket-based messaging patterns for distributed applications.

Automation Anywhere

Intelligent automation ecosystem that streamlines business processes and reduces errors through advanced RPA capabilities.

Blue Prism

No-code platform delivering robust, scalable automation to minimize manual tasks and boost productivity.

OpenRPA (⭐3k)

Enterprise-grade, open-source robotic process automation suite.

Robot Framework (⭐11k)

An open-source automation framework with human-friendly keyword syntax that enables both technical and non-technical users to create test scripts and automate business processes cost-effectively, supporting web, API, mobile, and database automation through extensive libraries and integrations.

TagUI (⭐6.3k)

An open-source RPA tool that democratizes automation through natural language scripting in 20+ human languages, enabling non-programmers to automate web, desktop, and data tasks while integrating AI/ML capabilities via Python and R for intelligent process automation.

Tungsten RPA

AI-powered, no-code automation solution that enhances accuracy, efficiency, and compliance across workflows.

UiPath

Comprehensive RPA platform that automates routine tasks, enabling scalable digital transformation across enterprises.

WorkFusion

Enterprise automation solution that combines RPA with intelligent automation to streamline complex workflows.

Apicurio Registry (⭐895)

Open-source registry for API designs and schemas, supporting Avro, Protobuf, JSON Schema, OpenAPI, and AsyncAPI artifacts with configurable compatibility rules.

AWS Glue Schema Registry

Managed registry to validate and control the evolution of streaming data schemas, integrated with MSK, Kinesis, and Flink.

Azure Schema Registry

Schema registry hosted in Azure Event Hubs that centralizes schema management and governance for event-driven applications.

Confluent Schema Registry (⭐2.4k)

Widely used registry for Kafka, providing a RESTful interface and compatibility checks for Avro, JSON Schema, and Protobuf schemas.

Karapace (⭐625)

Open-source, drop-in replacement for Confluent Schema Registry and the Kafka REST API.

Activepieces (⭐23k)

Open-source, self-hostable automation platform with a no-code visual builder and hundreds of connectors ("pieces"), positioned as a Zapier alternative.

Automatisch (⭐13k)

Open-source business automation tool that connects popular services without sharing your data with third parties.

Huginn (⭐49k)

Self-hosted system for building agents that monitor services and act on your behalf, like a hackable version of IFTTT.

IFTTT

Easy-to-use platform that connects web services with simple conditional statements, empowering custom workflow creation.

Make (Integromat)

Low-code automation tool with a visual interface, advanced data transformation, and modular workflow execution.

Microsoft Power Automate

Cloud-based service with an intuitive interface for creating automated workflows that seamlessly integrate diverse apps.

n8n (⭐199k)

Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Node-RED (⭐23k)

Low-code, flow-based programming tool for wiring together hardware devices, APIs, and online services through a browser-based visual editor.

Pipedream (⭐11k)

Developer-centric integration platform that combines thousands of prebuilt triggers and actions with code-level control in Node.js, Python, Go, and Bash.

Zapier

Intuitive platform that connects hundreds of web services to create efficient, code-free automations.

Apache Beam (⭐8.6k)

Unified programming model for batch and streaming pipelines, portable across runners such as Flink, Spark, and Google Cloud Dataflow.

Apache Flink (⭐26k)

Distributed stream processing framework with stateful computations, exactly-once semantics, and event-time processing at scale.

Apache Spark (⭐43k)

Unified analytics engine whose Structured Streaming API provides scalable, fault-tolerant stream processing on the Spark SQL engine.

Arroyo (⭐4.9k)

Rust-native stream processing engine that lets users build real-time pipelines with SQL, designed for serverless operation.

Bytewax (⭐2k)

Python stream processing framework built on Timely Dataflow, combining Python's ecosystem with Rust performance.

Kafka Streams

Client library for building streaming applications and microservices directly on top of Apache Kafka.

ksqlDB (⭐314)

Database purpose-built for stream processing applications on Kafka, queried with SQL.

Numaflow (⭐2.8k)

Kubernetes-native, serverless platform for massively parallel stream and data processing, with exactly-once semantics and language-agnostic user code.

Redpanda Connect (⭐8.7k)

Declarative stream processor and connector toolkit (formerly Benthos) for transforming and routing data between systems.

RisingWave (⭐9.2k)

Postgres-compatible streaming database for incremental, real-time materialized views over event streams.

Convoy (⭐2.8k)

Open-source webhooks gateway for sending and receiving webhooks with retries, rate limiting, and a management dashboard.

Hookdeck

Managed event gateway for receiving, queuing, transforming, and replaying webhooks and other event traffic.

Svix (⭐3.3k)

Webhook sending service with an open-source server, handling signing, retries, and endpoint management for webhook providers.

Activiti (⭐10k)

Lightweight, Java-centric BPMN engine that efficiently executes business workflows with a focus on simplicity.

Apache Airflow (⭐46k)

Platform for programmatically creating, scheduling, and monitoring workflows, ideal for managing complex data pipelines.

Argo Workflows (⭐16k)

Container-native workflow engine designed for orchestrating parallel jobs in Kubernetes-based, cloud-native environments.

AWS Step Functions

Serverless orchestration service for composing AWS services and custom logic into visual state-machine workflows.

Azkaban (⭐4.5k)

Distributed scheduler that simplifies managing job dependencies in large-scale data processing environments.

Bonita (⭐174)

Open-source BPMN engine with a designer interface to build and automate complex business processes.

Cadence (⭐9.3k)

Fault-tolerant, stateful platform that reliably orchestrates long-running workflows and complex applications.

Camunda (⭐4.2k)

Process orchestration platform built on the horizontally scalable Zeebe engine, with full BPMN and DMN support.

Conductor (⭐32k)

Durable workflow orchestration engine originally built at Netflix, now maintained by the community after the original repository was archived.

Dagster (⭐15k)

Data orchestrator with a declarative, asset-based programming model for building and observing data pipelines.

Elsa Core (⭐7.8k)

.NET Core library that integrates seamlessly into any application to execute and manage workflows.

Flowable (⭐9.4k)

Compact, efficient set of open-source engines for automating and scaling enterprise workflows.

Google Cloud Workflows

Serverless orchestration to combine Google Cloud services and HTTP-based APIs into reliable, stateful workflows.

Inngest (⭐5.6k)

Event-driven durable execution platform that runs reliable step functions inside your existing services.

jBPM (⭐1.7k)

Comprehensive toolkit for automating business processes and decisions with robust workflow management capabilities.

Kestra (⭐27k)

Event-driven declarative orchestrator with workflows defined in YAML and hundreds of plugins for data and infrastructure automation.

LittleHorse (⭐391)

High-throughput, low-latency microservice orchestration engine built on Kafka Streams, with SDKs in multiple languages.

Prefect (⭐23k)

Modern, developer-friendly orchestration tool optimized for data pipelines and complex workflows.

Restate (⭐4.2k)

Durable execution engine for building resilient workflows, event-driven services, and stateful handlers as plain code.

StackStorm (⭐6.5k)

Robust automation engine that combines sensors, triggers, and workflows to orchestrate complex IT processes.

Temporal (⭐22k)

Open-source workflow-as-code platform designed for building reliable, scalable, and fault-tolerant applications.

Windmill (⭐17k)

Open-source developer platform that turns scripts in Python, TypeScript, Go, and more into workflows, internal UIs, and scheduled jobs.

Aggregator

How do we combine the results of individual, but related messages so that they can be processed as a whole?

Canonical Data Model

How can you minimize dependencies when integrating applications that use different data formats?

Channel Adapter

How can you connect an application to the messaging system so that it can send and receive messages?

Channel Purger

How can you keep 'left-over' messages on a channel from disturbing tests or running systems?

Claim Check

How can we reduce the data volume of message sent across the system without sacrificing information content?

Command Message

How can messaging be used to invoke a procedure in another application?

Competing Consumers

How can a messaging client process multiple messages concurrently?

Composed Message Processor

How can you maintain the overall message flow when processing a message consisting of multiple elements, each of which may require different processing?

Content Enricher

How do we communicate with another system if the message originator does not have all the required data items available?

Content Filter

How do you simplify dealing with a large message, when you are interested only in a few data items?

Content-Based Router

How do we handle a situation where the implementation of a single logical function (e.g., inventory check) is spread across multiple physical systems?

Control Bus

How can we effectively administer a messaging system that is distributed across multiple platforms and a wide geographic area?

Correlation Identifier

How does a requestor that has received a reply know which request this is the reply for?

Datatype Channel

How can the application send a data item such that the receiver will know how to process it?

Dead Letter Channel

What will the messaging system do with a message it cannot deliver?

Detour

How can you route a message through intermediate steps to perform validation, testing or debugging functions?

Document Message

How can messaging be used to transfer data between applications?

Durable Subscriber

How can a subscriber avoid missing messages while it is not listening for them?

Dynamic Router

How can you avoid the dependency of the router on all possible destinations while maintaining its efficiency?

Envelope Wrapper

How can existing systems participate in a messaging exchange that places specific requirements on the message format, such as message header fields or encryption?

Event Message

How can messaging be used to transmit events from one application to another?

Event-Driven Consumer

How can an application automatically consume messages as they become available?

Format Indicator

How can a message`s data format be designed to allow for possible future changes?

Guaranteed Delivery

How can the sender make sure that a message will be delivered, even if the messaging system fails?

Idempotent Receiver

How can a message receiver deal with duplicate messages?

Invalid Message Channel

How can a messaging receiver gracefully handle receiving a message that makes no sense?

Message

How can two applications connected by a message channel exchange a piece of information?

Message Dispatcher

How can multiple consumers on a single channel coordinate their message processing?

Message Expiration

How can a sender indicate when a message should be considered stale and thus shouldn`t be processed?

Message Translator

How can systems using different data formats communicate with each other using messaging?

Message Broker

How can you decouple the destination of a message from the sender and maintain central control over the flow of messages?

Message Bus

What is an architecture that enables separate applications to work together, but in a decoupled fashion such that applications can be easily added or removed without affecting the others?

Message Channel

How does one application communicate with another using messaging?

Message Endpoint

How does an application connect to a messaging channel to send and receive messages?

Message Filter

How can a component avoid receiving uninteresting messages?

Message History

How can we effectively analyze and debug the flow of messages in a loosely coupled system?

Message Router

How can you decouple individual processing steps so that messages can be passed to different filters depending on a set of conditions?

Message Sequence

How can messaging transmit an arbitrarily large amount of data?

Message Store

How can we report against message information without disturbing the loosely coupled and transient nature of a messaging system?

Messaging Bridge

How can multiple messaging systems be connected so that messages available on one are also available on the others?

Messaging Gateway

How do you encapsulate access to the messaging system from the rest of the application?

Messaging Mapper

How do you move data between domain objects and the messaging infrastructure while keeping the two independent of each other?

Normalizer

How do you process messages that are semantically equivalent, but arrive in a different format?

Pipes and Filters

How can we perform complex processing on a message while maintaining independence and flexibility?

Point-to-Point Channel

How can the caller be sure that exactly one receiver will receive the document or perform the call?

Polling Consumer

How can an application consume a message when the application is ready?

Process Manager

How do we route a message through multiple processing steps when the required steps may not be known at design-time and may not be sequential?

Publish-Subscribe Channel

How can the sender broadcast an event to all interested receivers?

Recipient List

How do we route a message to a list of dynamically specified recipients?

Request-Reply

When an application sends a message, how can it get a response from the receiver?

Resequencer

How can we get a stream of related but out-of-sequence messages back into the correct order?

Return Address

How does a replier know where to send the reply?

Routing Slip

How do we route a message consecutively through a series of processing steps when the sequence of steps is not known at design-time and may vary for each message?

Scatter-Gather

How do you maintain the overall message flow when a message needs to be sent to multiple recipients, each of which may send a reply?

Selective Consumer

How can a message consumer select which messages it wishes to receive?

Service Activator

How can an application design a service to be invoked both via various messaging technologies and via non-messaging techniques?

Smart Proxy

How can you track messages on a service that publishes reply messages to the Return Address specified by the requestor?

Splitter

How can we process a message if it contains multiple elements, each of which may have to be processed in a different way?

Test Message

What happens, though, if a component is actively processing messages, but garbles outgoing messages due to an internal fault?

Transactional Client

How can a client control its transactions with the messaging system?

Wire Tap

How do you inspect messages that travel on a point-to-point channel?

API-led Connectivity pattern

Use APIs to connect different systems and applications.

Anti Corruption Layer Pattern

Add a layer to isolate and transform data between systems.

Change Data Capture Pattern

Capture and propagate changes made to a database or data source in real-time.

Hybrid API Management pattern

Manage APIs that span both cloud and on-premises environments using a central control plane.

Hybrid Integration pattern

Integrate systems and applications that are deployed both on-premises and in the cloud using a combination of integration technologies.

API Blueprint (⭐8.6k)

A powerful high-level language for designing and documenting APIs that allows software engineers to easily collaborate and create efficient APIs.

Arazzo Specification (⭐455)

A standard, programming language-agnostic representation for describing sequences of API calls (workflows) and their dependencies.

AsyncAPI (⭐5.2k)

An essential tool for developing Event-Driven Architectures (EDA) and enables engineers to build a better tooling ecosystem.

CloudEvents (⭐5.8k)

A specification for describing event data in common formats to provide interoperability across services, platforms and systems.

GraphQL (⭐14k)

A sophisticated query language and runtime for building efficient APIs that empowers engineers to retrieve data from existing systems with ease.

JSON:API (⭐7.7k)

A standardized specification for building APIs that simplifies the representation of resources, relationships, and metadata, making it easier for software engineers to create efficient APIs.

OpenAPI (ex.Swagger) (⭐31k)

A language-agnostic specification for creating RESTful APIs that enables both humans and machines to understand the capabilities of a service without the need for source code or documentation.

RAML (⭐3.8k)

A RESTful API Modeling Language that allows software engineers to design and create efficient APIs by modeling resources, endpoints, and interactions.

Standard Webhooks (⭐1.7k)

Open source tools and guidelines for sending webhooks easily, securely, and reliably.

TypeSpec (⭐5.8k)

A highly extensible language for describing API data shapes and protocols, capable of compiling to OpenAPI, JSON Schema, Protobuf, and other formats.

WSDL

A powerful XML-based interface description language for SOAP-based services that enables software engineers to describe the functionality of a web service and automate the creation of client code.

API Stylebook

Collection of publicly available API design guidelines from companies such as Atlassian, Cisco, and Zalando, curated by Arnaud Lauret.

Google API Improvement Proposals

Design documents that codify Google's API design decisions, providing numbered, citable guidance for resource-oriented APIs.

Google Cloud API Design Guide

General design guide for networked APIs, used inside Google for both gRPC and REST APIs.

Microsoft REST API Guidelines (⭐23k)

Microsoft's company-wide guidelines for designing consistent REST APIs, including a Microsoft Graph-specific addendum.

Zalando RESTful API and Event Guidelines

Comprehensive, opinionated guidelines for designing RESTful APIs and event schemas, widely reused by other organizations.

API-Security-Checklist (⭐23k)

Best practices about REST API security.

Enterprise Integration Using REST

Discusses the constraints and flexibility that you have with nonpublic APIs, and lessons learned from doing large scale RESTful integration across multiple teams.

Richardson Maturity Model

Explained by Martin Fowler, originally presented by Leonard Richardson.

Web API Design: Crafting interfaces that developers love

Creating Web APIs that are consistent, intuitive, and user-friendly for developers.

API Design Patterns

JJ Geewax's catalog of design patterns for resource-oriented APIs, covering naming, pagination, versioning, and more.

Building Event-Driven Microservices

Adam Bellemare's guide to leveraging organizational data at scale with event-driven architectures.

Designing Data-Intensive Applications

Martin Kleppmann's deep dive into the ideas behind reliable, scalable, and maintainable data systems, including replication, partitioning, and stream processing.

Enterprise Integration Patterns

Gregor Hohpe and Bobby Woolf's catalog of 65 messaging patterns; the foundational book for asynchronous integration.

Flow Architectures

James Urquhart on the future of streaming, event-driven integration, and its impact on business.

Patterns for API Design

The book companion to the Microservice API Patterns language by Olaf Zimmermann and co-authors, on simplifying integration with loosely coupled message exchanges.

Principles of Web API Design

James Higginbotham's process-driven approach to designing web APIs that deliver value, from requirements to documentation.

API Designer

Validate your understanding of API design basics and best practices.

API Product Manager

Demonstrate your proficiency in managing APIs as products.

API Security Architect

Validate your expertise in securing APIs using modern architectures.

API Documentation Best Practices

The 2-hour course covers everything you need to know to create, automate, and publish API documentation your developers, partners and users will love. You wll also learn why API documentation is the foundation for strong governance, effective API security, and achieving your API business goals.

API Penetration Testing

The API Penetration Testing course covers all the key topics to become an APIsec professional. This hands-on course includes over 12 hours of live instruction and provides detailed labs on API hacking techniques and how to uncover vulnerabilities.

API Security for PCI Compliance

This 60-minute course examines the new PCI DSS 4.0 requirements and details the API security obligations for compliance. DSS 4.0 introduces API security concerns for the time ever - enroll to understand what the implications are for your organization.

API Security Fundamentals

The 90-minute course covers the core threats to APIs and how to prevent breaches. Learn the OWASP API Security Top 10, examine real-world API attacks, and understand the 3 Pillars of API Security.

Certified API Security Analyst

The CASA exam is designed to test your expertise in API security threats, risks, and best practices. Students are expected to have completed the OWASP API Security and Beyond! course before attempting to earn the CASA certification.

OWASP API Security Top 10

The 90-minute course provides a deep-dive into the 2023 edition of the OWASP API Security Top 10 - and covers key concepts that didn't make it into the Top 10.

Securing API Servers

Learn key concepts for keeping API servers secure - from CORS to error handling to rate limiting and more.

Apollo Graph Developer - Associate Certification

Developers who obtain this certification possess a solid foundational knowledge of GraphQL and the Apollo tool suite to design a schema, run an Apollo Server 4, and perform queries with Apollo Client 3 on the frontend.

Apollo Graph Developer - Professional Certification

Developers who obtain this certification demonstrate strong familiarity with Apollo Federation concepts. They can apply those concepts to build a federated supergraph or move an existing monolithic graph to federation.

Associate Administrator Certification

Validates an individual's foundational knowledge and skills in managing and administering the Boomi platform, focusing on platform monitoring, troubleshooting, and security.

Associate Developer Certification

Demonstrates a candidate's basic understanding of building and deploying integration processes using the Boomi platform, including design patterns, deployment, and error handling.

Associate EDI for X12 Certification

Validates an individual's proficiency in using Boomi to design, develop, and manage Electronic Data Interchange (EDI) integrations with the X12 standard, covering essential concepts like EDI document structure and trading partner management.

Associate Flow Essentials Certification

Showcases a candidate's knowledge of creating and managing business applications using Boomi Flow, with emphasis on workflow design, user interfaces, and data integration.

Associate Master Data Hub Certification

Highlights a candidate's understanding of using the Boomi Master Data Hub to ensure data quality and consistency across systems, focusing on data modeling, governance, and synchronization.

Development and Application Architecture Certification

Confirms an individual's expertise in designing and implementing complex integration solutions and application architectures on the Boomi platform, including best practices and performance optimization.

Professional API Design Certification

Demonstrates a candidate's ability to design, develop, and manage APIs using Boomi, including RESTful API principles, API security, and versioning.

Professional API Management Certification

Validates an individual's expertise in managing the full lifecycle of APIs using the Boomi platform, including API deployment, monitoring, and analytics.

Professional Developer Certification

Recognizes a candidate's in-depth knowledge and skills in developing, deploying, and managing integration processes using Boomi, with emphasis on advanced data transformation and error handling techniques.

Professional Flow Developer Certification

Showcases an individual's advanced capabilities in designing, developing, and managing business applications using Boomi Flow, including complex workflow design, custom UI components, and integration with external systems.

Professional Linux Operational Administrator Certification

Confirms a candidate's proficiency in managing and administering Boomi on Linux systems, covering topics such as system installation, configuration, security, and performance optimization.

Professional Windows Operational Administrator Certification

Validates an individual's expertise in managing and administering Boomi on Windows systems, focusing on system installation, configuration, security, and performance optimization.

IBM Certified Solution Developer – App Connect Enterprise V11

Validate your intermediate-level knowledge and experience to develop, deploy, tune, and support platform-independent message flow applications using IBM App Connect V11.0.

IBM Certified Solution Implementer – API Connect v10.0.3

Demonstrate your intermediate-level knowledge and skills to develop, publish, configure, and manage APIs using IBM API Connect v10.0.3.

Event-native API Management Foundations

Basics of Event-native API Management.

Event-native API Management Professional

Focuses on some more advanced API Management concepts, plus foundational knowledge around how to use Gravitee API Management.

Kong Gateway Certified Associate

Validate your entry-level knowledge and skills on Kong Gateway for developers, DevOps, and architects.

MuleSoft Certified Developer - Level 1

Validate your knowledge and skills to design, build, test and debug, deploy, and manage basic APIs and integrations using MuleSoft.

MuleSoft Certified Developer - Level 2

Validate your ability to work on production-ready Mule applications that address and balance critical non-functional requirements including monitoring, performance, maintainability, reliability, and security.

MuleSoft Certified Integration Architect - Level 1

Validate your knowledge and skills to translate functional and non-functional requirements into integration interfaces and implementations.

MuleSoft Certified Platform Architect - Level 1

Validate your knowledge and skills to direct the emergence of an effective application network out of individual integration solutions following API-led connectivity across an organization using Anypoint Platform.

Oracle Business Process Management Suite 12c Certified Implementation Specialist

Validate your expertise in implementing Oracle BPM Suite 12c solution.

Oracle Cloud Platform Application Integration 2025 Certified Professional

Validate your understanding of Oracle Application Integration to implement these Cloud services.

Oracle Data Integrator 12c Certified Implementation Specialist

Validate your expertise in selling or implementing Oracle Data Integration 12c solutions.

Oracle SOA Suite 12c Certified Implementation Specialist

Validate your expertise in implementing solutions based on Oracle SOA Suite 12c.

Red Hat Certified Specialist in API Management

Validates the ability to create and maintain enterprise APIs using the Red Hat 3scale API Management platform.

Red Hat Certified Specialist in Business Rules

Checks the knowledge, skills, and abilities needed to perform tasks involving the implementation and management of business logic using the Red Hat JBoss BRMS.

Red Hat Certified Specialist in Cloud-native Integration

Validates the ability to create and maintain enterprise integration services based on Red Hat Fuse, Camel, and APIs.

Red Hat Certified Specialist in Event-Driven Development with Kafka

Validates the ability to develop applications using Apache Kafka and Apache Kafka Streams.

SAP Certified Associate - Integration Developer

Validates that the candidate possesses the fundamental and core knowledge required of the SAP Integration Suite profile.

SnapLogic Administrator Certification

Assesses your ability to handle administrative tasks for SnapLogic instances.

SnapLogic Architect Certification

Evaluates your knowledge of integration reference architectures and key strategies for the SnapLogic platform, covering topics like SnapLogic Architecture, Snaplex Requirements, Pipeline Lifecycle Management, Advanced Data Transformations, API Management, Resumable Pipelines, and Best Practices.

SnapLogic Developer Certification

Testing your expertise in using the SnapLogic SDK, implementing different parts of Snap functionality, and building custom Snaps.

SnapLogic Integrator Accreditation

It's designed for those who want to enhance their expertise on all core SnapLogic concepts for various integration needs across industries and lines of business.

SnapLogic Integrator Certification

Focuses on topics such as beginner training, ultra tasks, pipeline migration, and user assistance videos covering various integration endpoints.

TIBCO BusinessWorks Associate

Checks the understanding of Business Studio and TIBCO Cloud Integration, designing application components (modules, WSDL, REST API), developing integration applications, and testing, deploying, and managing applications.

TIBCO BusinessWorks Certified Professional

Validates the ability to design, develop, deploy, monitor, and manage TIBCO BusinessWorks applications of average complexity with minimal supervision.

TIBCO BusinessWorks Container Edition Certified Professional

Validates the ability to develop, deploy, and manage TIBCO BusinessWorks Container Edition applications of average complexity with minimal supervision.

TIBCO BPM Enterprise Associate

Checks the understanding of TIBCO BPM's features and capabilities, developing and managing business processes, and deploying and testing process applications.

TIBCO BPM Enterprise Certified Professional

Validates the ability to design, develop, deploy, and manage business processes using TIBCO BPM Enterprise Suite.

TIBCO Cloud Associate Certification

Validates the skills and knowledge required to work with TIBCO Cloud, including its key components and features.

TIBCO Cloud API Management Associate

Covers topics such as API definition creation and testing, API key authentication, and using the Developer Portal and I/O docs.

TIBCO Cloud API Management Certified Professional

Validates the ability to implement TIBCO Cloud Mesh, OAuth-based security, and manage SOAP services.

TIBCO Cloud Integration Associate

Validates the skills and knowledge required to work with TIBCO Cloud Integration, including its Connect, Develop, and Integrate capabilities.

TIBCO Cloud Integration - Connect Associate

Checks the usage of Connect capability of TIBCO Cloud Integration, installing On-Premise Agent, creating connections and integration apps, and configuring flows.

TIBCO Cloud Integration - Connect Certified Professional

Checks the creation and management of connections, ensuring connection security, and troubleshooting issues related to connections in TIBCO Cloud Integration.

TIBCO Cloud Integration Certified Professional

Checks the knowledge about capabilities and benefits, integrating, developing, and connecting applications, creating APIs using the API Modeler and Mock functionality, and more.

TIBCO Messaging Associate

Covers topics such as TIBCO Enterprise Message Service (EMS), TIBCO FTL, TIBCO eFTL, as well as other messaging technologies such as Apache Kafka, Apache Pulsar, and Eclipse Mosquitto.

TIBCO Messaging Certified Professional

Validates the skills and knowledge required to work with TIBCO Messaging and its components, including TIBCO Enterprise Message Service (EMS), TIBCO FTL, and TIBCO eFTL.

Workato Automation Pro I

Fundamentals of business automation processes.

Workato Automation Pro II

Advanced and practical approaches to automation.

Workato Automation Pro III

In-depth series of badged modules for maximizing Workato's potential.

WSO2 Certified API Manager Developer - V3

Assesses your expertise in designing, developing, and publishing APIs using WSO2 API Manager V3, including API lifecycle management, access control, and API documentation.

WSO2 Certified API Manager Developer - V4 - Micro Integrator Profile

Validates your expertise in designing, developing, and publishing APIs using the Micro Integrator profile of WSO2 API Manager V4. It covers API lifecycle management, access control, and API documentation within the Micro Integrator context.

WSO2 Certified API Manager Expert - V3

Confirms your advanced skills and knowledge in using WSO2 API Manager V3 for API management, including API creation, publishing, security, policy implementation, and analytics.

WSO2 Certified API Manager Expert - V4 - API Management Profile

Demonstrates your proficiency in using WSO2 API Manager V4 for API management tasks, such as creating, publishing, and securing APIs, as well as implementing policies and analytics.

WSO2 Certified Enterprise Integrator Developer - V7 - Micro Integrator

Validates your knowledge and skills in using the Micro Integrator profile of WSO2 Enterprise Integrator V7 to develop, deploy, and manage integration solutions.

WSO2 Certified Enterprise Integrator Developer - V7 - Streaming Integrator

Demonstrates your expertise in using the Streaming Integrator profile of WSO2 Enterprise Integrator V7 to develop, deploy, and manage real-time data integration and streaming analytics solutions.

WSO2 Certified Enterprise Integrator Expert - V6

Tests your in-depth knowledge and skills in using WSO2 Enterprise Integrator V6 for complex integration scenarios, including best practices, troubleshooting, and performance tuning.

WSO2 Certified Solutions Architect Associate

Assesses your understanding of the fundamental concepts and principles of WSO2 product architecture, as well as your ability to design and implement solutions using WSO2 technologies.

JCA

Defines a standard architecture for Jakarta EE application components to connect to Enterprise Information Systems. Formerly Java EE Connector Architecture and J2EE Connector Architecture.

Kafka Connect

A tool for scalably and reliably streaming data between Apache Kafka and other systems.

Apache Arrow (⭐16k)

Language-agnostic columnar in-memory format for fast data interchange, including the Arrow IPC format and Flight RPC for moving data between systems.

Apache Avro (⭐3.2k)

Data serialization system that provides compact, fast, and efficient serialization of structured data. It supports schema evolution, allows for efficient data compression, and is designed to work well with big data processing frameworks.

Apache Fory (⭐4.4k)

Fast multi-language serialization framework that uses just-in-time compilation and zero-copy techniques, with a cache-friendly row format. Formerly named Apache Fury.

Apache Thrift (⭐10k)

A serialization and RPC framework originally developed at Facebook that generates cross-language bindings from a single interface definition file.

BSON

Binary-encoded serialization format for JSON-like documents that is designed to be lightweight and efficient. It supports rich data types and is widely used in NoSQL databases, such as MongoDB.

Cap'n Proto (⭐13k)

An extremely fast data interchange format and RPC system whose zero-copy encoding doubles as both wire format and in-memory representation.

CBOR

Concise Binary Object Representation (RFC 8949), a binary data format with a JSON-like data model designed for small message sizes and constrained devices.

CSV

A simple and widely used data format that stores tabular data in plain text. It is easy to read and write, and can be processed by most programming languages.

FlatBuffers (⭐26k)

An efficient cross-platform serialization library from Google that allows direct access to serialized data without parsing or unpacking.

JSON

A lightweight and easy-to-read data format that is widely used for data exchange. It supports a wide range of data types and is compatible with many programming languages.

MessagePack (⭐7.4k)

An efficient binary serialization format that lets you exchange data among multiple languages like JSON, but smaller and faster.

Protocol Buffers (⭐71k)

A language-neutral and platform-neutral serialization mechanism that is designed to be highly efficient and extensible. It supports rich data types and is widely used in distributed systems, such as gRPC and Apache Kafka.

XML

A flexible and widely used markup language that is used for storing and exchanging structured data. It supports rich data types and is compatible with many programming languages.

YAML (⭐496)

A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

File Transfer

Data is exchanged through file exchange between applications.

Messaging

Applications exchange messages using a messaging infrastructure.

Remote Procedure Invocation

Applications call functions or procedures on a remote server over a network.

Shared Database

Multiple applications access and manipulate the same data through a common database.

A2A

Agent-to-Agent protocol for AI agent interoperability. Enables agents to discover each other via agent cards, exchange messages, and delegate tasks across frameworks and vendors. Created by Google, governed by the Linux Foundation.

AMQP 0-9-1

A message queuing protocol that enables the exchange of messages between applications or systems. AMQP 0-9-1 provides reliability, security, and flexibility to handle complex messaging scenarios.

AMQP 1.0

A widely accepted message queuing protocol that provides reliable, interoperable, and efficient messaging between systems. AMQP 1.0 supports a broad range of messaging scenarios and is ideal for complex enterprise-level applications.

AS2

A protocol for secure and reliable transport of EDI and other business documents over HTTP/S, using S/MIME for signing and encryption.

AS4

An OASIS profile of ebMS 3.0 for secure, web-services-based B2B document exchange, widely mandated in e-government networks such as Peppol.

CoAP

A specialized application protocol designed for constrained devices in the Internet of Things (IoT) ecosystem. CoAP offers a lightweight, low-overhead communication mechanism to support resource-constrained devices.

gRPC

A high-performance, open-source RPC framework that uses HTTP/2 and Protocol Buffers, with support for streaming, pluggable load balancing, and authentication.

HTTP

A widely used protocol that facilitates communication between web servers and clients. HTTP enables the transfer of data over the internet, making it possible for web applications to function seamlessly.

JSON-RPC

A simple and lightweight remote procedure call protocol that enables communication between systems using JSON data. JSON-RPC offers stateless communication and is suitable for resource-constrained devices.

MCP

Model Context Protocol for AI agent-to-tool connectivity. Standardizes how AI agents discover and interact with external tools, data sources, and APIs. Created by Anthropic, governed by the Linux Foundation.

MQTT

A lightweight and efficient publish-subscribe protocol that supports messaging between devices. MQTT enables low-overhead communication and is ideal for IoT and mobile applications.

OpenMessaging (⭐287)

A cloud native, vendor-neutral open specification for distributed messaging.

Server-Sent Events

A WHATWG standard for pushing text-based event streams from servers to clients over plain HTTP.

SOAP

A messaging protocol that uses XML to enable communication between systems. SOAP supports a wide range of messaging scenarios, including distributed computing and enterprise applications.

STOMP

A messaging protocol that offers simple, text-oriented communication between systems. STOMP is ideal for low-latency, high-performance messaging scenarios.

WebSocket

A protocol providing full-duplex, bidirectional communication channels over a single TCP connection, ideal for real-time applications.

FHIR

HL7's Fast Healthcare Interoperability Resources standard, defining RESTful APIs and resource formats for exchanging healthcare data.

JDBC

A Java-based API that provides universal data access to relational databases. JDBC offers a consistent and efficient way to access and manipulate data, making it a popular choice among developers.

JMS

A messaging API that enables Java applications to send and receive messages. JMS supports reliable messaging and is widely used in enterprise-level applications.

ODBC

A widely accepted API that provides a standardized way to access data from various database management systems. ODBC offers a consistent interface to access data, making it easy to develop database applications.

OData

An open protocol that enables the creation and consumption of queryable and interoperable REST APIs. OData simplifies the development of REST APIs and offers a standardized way to access data.

Open Banking

UK standard defining secure APIs that enable banks to share account and payment data with authorized third-party providers.

JSON Schema (⭐5k)

A powerful tool for validating the structure of JSON data. JSON Schema enables developers to ensure that JSON data conforms to a specific structure, making it easier to process and manipulate.

Schematron

A rule-based validation language that enables developers to define and validate business rules, data reporting, quality control, and other validation scenarios. Schematron offers a flexible way to validate XML documents.

XML Schema

A schema language that offers facilities for describing the structure and constraining the contents of XML documents. XML Schema enables developers to ensure that XML data conforms to a specific structure, making it easier to process and manipulate.