Best API Management Tools for Small Business - Page 2

How Many API Management Tools Products Does G2 Track?

Total Products under this Category: 152

Category Stats (Sep 2026)

  • Average Rating: 4.5/5 (↑0.02 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Gravitee.io (+0.9%) - Among all products in this category, Gravitee.io recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank API Management Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 11,700+ Authentic Reviews
  • 152+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for API Management Tools

G2 Grid® for API Management Tools plotting products by satisfaction and market presence

Highlighted products: Postman, Celigo, Kong Konnect, Apidog, Amazon API Gateway, MuleSoft Anypoint Platform, Workato, and IBM API Connect.

Underlying data: [Grid® JSON](https://www.g2.com/categories/api-management/grids.json?focus%5B%5D=postman&focus%5B%5D=celigo&focus%5B%5D=kong-inc-kong-konnect&focus%5B%5D=apidog&focus%5B%5D=amazon-api-gateway&focus%5B%5D=mulesoft-anypoint-platform&focus%5B%5D=workato&focus%5B%5D=ibm-api-connect&segment=small-business)

Singular

Singular is the only end-to-end marketing attribution and analytics platform that uncovers true ROI across all marketing channels. We transform complex marketing data into actionable insights by unifying campaign data from thousands of channels with cross-device attribution data. Leading brands like LinkedIn, Nike, WB Games, and Rovio rely on Singular to maximize every marketing dollar, eliminate wasted spend, and drive higher user retention. With superior ROI reporting, advanced fraud prevention, user engagement capabilities, and unmatched data accessibility, marketers can finally drive faster growth with smarter insights.

Average Rating: 4.6/5.0

Total Reviews: 519

How Do G2 Users Rate Singular?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.9/10)
  • Scalability: 8.6/10 (Category avg: 9.0/10)
  • API Testing: 8.1/10 (Category avg: 8.8/10)
  • Orchestration: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind Singular?

  • Seller: Singular
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Palo Alto, California
  • Twitter: @TweetSingular
    1,316 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    364 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: User Acquisition Manager, Marketing Manager
  • Top Industries: Computer Games, Financial Services
  • Company Size: 52% Medium, 26% Small

What Do G2 Reviewers Say About Singular?

AI-generated summary from verified user reviews

Pros
  • Users highlight the best-in-class customer support from Singular, noting its responsiveness and quick resolution of issues.
  • Users value the ease of use of Singular, benefiting from clear dashboards and straightforward onboarding.
  • Users find Singular's support and customer service exceptionally helpful, ensuring timely assistance and tailored solutions for their needs.
  • Users appreciate the flexibility and transparency of Singular, enhancing data analysis and decision-making efficiency.
  • Users value the deep campaign performance analysis of Singular, enhancing marketing data consolidation and decision-making.
Cons
  • Users find the poor interface design of Singular can hinder functionality and requires additional support for effective use.
  • Users find the UI to be unintuitive, often requiring extra support and feeling less flexible than desired.
  • Users find UI design issues and complex integrations in Singular can hinder usability and slow down analysis.
  • Users find attribution issues problematic, struggling with unclear credit assignment and reliability across multiple devices.
  • Users report significant dashboard issues, noting a lack of customization and an unintuitive interface that hinders usability.

What Are Recent G2 Reviews of Singular?

What Are G2 Users Discussing About Singular?

Tray.ai

Tray.ai offers a composable AI integration and automation platform that transforms AI into standout business performance. The Tray Universal Automation Cloud is an AI-ready platform that eliminates the need for disparate tools, enabling seamless integration and automation of complex business processes. Our platform supports all AI, integration, and automation initiatives from a single place. Developers benefit from a code-first, headless environment, freeing them from mundane tasks and allowing focus on business outcomes. The Tray Build IDE and AI Palette accelerate delivery for business technologists, providing easy access to 3rd party connectors and native AI capabilities. As enterprises strive for competitive advantage, our platform helps IT teams deploy AI effectively, connecting systems, automating processes, and integrating data to handle even the most demanding AI use cases. Built for high-change environments, Tray.ai excels in rapid prototyping, testing, and deployment. The fastest way to turn AI into business performance.™

Average Rating: 4.5/5.0

Total Reviews: 153

How Do G2 Users Rate Tray.ai?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)
  • Scalability: 8.7/10 (Category avg: 9.0/10)
  • API Testing: 8.5/10 (Category avg: 8.8/10)
  • Orchestration: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Tray.ai?

  • Seller: Tray.io
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @tray
    3,059 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    134 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 56% Medium, 34% Small

What Do G2 Reviewers Say About Tray.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integrations of Tray.ai, enabling seamless connections between various systems like Shopify and LMS.
  • Users find Tray.ai's ease of use exceptional, thanks to its intuitive UI and flexible workflow integrations.
  • Users love the versatile integrations of Tray.ai, enabling seamless connections between various systems and APIs.
  • Users value the custom automation capabilities of Tray.ai, appreciating its flexibility and ease of setup for workflows.
  • Users value the extensive connectors of Tray.ai, enabling seamless integration across various platforms and APIs.
Cons
  • Users find the missing features in Tray.ai, including lack of version control and descriptive documents, frustrating.
  • Users find complex pricing challenging, especially with frequent changes that complicate budgeting and planning.
  • Users note that Tray.ai's pricing is expensive, leading to challenges in budgeting and cost management.
  • Users experience a steep learning curve with Tray.ai, making it challenging for newcomers to navigate functionalities effectively.
  • Users find the poor documentation of Tray.ai frustrating, impacting the ease of setting up integrations.

What Are Recent G2 Reviews of Tray.ai?

What Are G2 Users Discussing About Tray.ai?

Xano

Xano is the fastest way to create a scalable backend for any app or agent — from mission-critical software to your latest vibe-coded project. As a unified platform, Xano gives you everything you need to build and deploy production-grade software — visually, with code, or through AI — and launch in minutes. Connect to any frontend, deploy with one click, and scale to millions of users. Trusted by 70,000+ builders. How It Works Building modern software usually means stitching together a mess of tools: databases, API gateways, serverless runtimes, integrations, auth, infrastructure, CI/CD, and monitoring. For AI agents, you’ll also need an orchestrator to plan, call tools, and manage workflows. With Xano, you get it all in one place — including a built-in agent builder. - Model data, compose logic, and expose secure APIs. - Integrate with any system and scale automatically. - Design AI agents that use your data and APIs, call external tools, and run server-side with full observability and guardrails. Works With Any Frontend. Use Xano with Lovable, Bolt, WeWeb, Retool, or custom code. Deploy your server-side logic, data, and runtime on Xano with production-grade compliance and reliability. When your prototype is ready to go live, you don’t have to rebuild — Xano scales with you. Why Teams Choose Xano - Infrastructure handled: Compliance, reliability, and scaling are built-in. - All-in-one tooling: Database, APIs, runtime, integrations, monitoring, and more. - Flexible building: Non-coders can use AI or the visual canvas, while pro devs can write and sync code in their IDE. Simply put: Xano takes care of the backend so you can focus on the business logic that makes your app unique.

Average Rating: 4.7/5.0

Total Reviews: 67

How Do G2 Users Rate Xano?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 8.9/10)
  • Scalability: 9.8/10 (Category avg: 9.0/10)
  • API Testing: 9.6/10 (Category avg: 8.8/10)
  • Orchestration: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Xano?

  • Seller: Xano
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Woodland Hills, US
  • Twitter: @xano
    50 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 88% Small, 7% Medium

What Do G2 Reviewers Say About Xano?

AI-generated summary from verified user reviews

Pros
  • Users praise Xano for its ease of use, enabling quick deployment of projects and efficient problem-solving.
  • Users rave about the user-friendly no-code development capabilities of Xano, empowering them to create complex solutions effortlessly.
  • Users love Xano for its incredible speed, allowing for quick setup and outstanding performance even with large databases.
  • Users praise the efficient and responsive customer support of Xano, enhancing their development experience significantly.
  • Users value the easy setup of Xano, enabling quick development and seamless integration for all experience levels.
Cons
  • Users find Xano lacking in missing features, particularly with data backup options and direct database access.
  • Users find Xano to be expensive, especially for advanced features and direct database access in traditional workflows.
  • Users find that learning difficulty exists due to needing some technical knowledge and confusing documentation.
  • Users find Xano has limited features like basic version control and restricted backup options, leading to workflow challenges.
  • Users express concerns about pricing issues that may increase for resource-heavy apps and advanced features.

What Are Recent G2 Reviews of Xano?

What Are G2 Users Discussing About Xano?

Google Developer Portal

Enable developers and API teams with a turnkey, self-service platform

Average Rating: 4.5/5.0

Total Reviews: 27

How Do G2 Users Rate Google Developer Portal?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 8.9/10)
  • Scalability: 9.1/10 (Category avg: 9.0/10)
  • API Testing: 9.3/10 (Category avg: 8.8/10)
  • Orchestration: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Google Developer Portal?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Small, 33% Medium

What Are Recent G2 Reviews of Google Developer Portal?

What Are G2 Users Discussing About Google Developer Portal?

Swagger UI

Swagger UI is an open-source tool that provides a user-friendly interface for visualizing and interacting with APIs. It automatically generates interactive API documentation from OpenAPI specifications, allowing developers and users to explore API endpoints, parameters, and responses directly within a web browser. This facilitates a better understanding of the API's functionality and streamlines the development and integration processes. Key Features and Functionality: - Interactive Documentation: Automatically generates and displays API documentation in an interactive format, enabling users to test API endpoints directly from the browser. - Real-Time API Exploration: Allows users to send requests and view responses in real-time, aiding in the validation and debugging of APIs. - Support for OpenAPI Specification: Fully supports OpenAPI Specification, ensuring compatibility and standardization across API documentation. - Customization Options: Offers various customization options to tailor the look and feel of the documentation to match branding requirements. - Client SDK Generation: Facilitates the generation of client libraries in multiple programming languages, simplifying the process of building API clients. Primary Value and Problem Solved: Swagger UI addresses the challenge of creating and maintaining up-to-date API documentation by automating the process and providing an interactive platform for API exploration. This enhances developer productivity, improves API consumer experience, and ensures that documentation remains synchronized with the API's implementation. By offering a standardized and user-friendly interface, Swagger UI simplifies the complexities associated with API integration and fosters better collaboration between development teams and API consumers.

Average Rating: 4.5/5.0

Total Reviews: 67

How Do G2 Users Rate Swagger UI?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)
  • Scalability: 8.7/10 (Category avg: 9.0/10)
  • API Testing: 9.2/10 (Category avg: 8.8/10)
  • Orchestration: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Swagger UI?

  • Seller: SmartBear
  • HQ Location: Somerville, MA
  • Twitter: @smartbear
    16,468 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    944 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 35% Small, 33% Medium

What Do G2 Reviewers Say About Swagger UI?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Swagger UI essential for API documentation and testing, enhancing their workflow significantly.
  • Users praise the intuitive interface of Swagger UI, which seamlessly combines documentation with practical API testing.
  • Users value the interactive API testing feature of Swagger UI, simplifying their workflow and enhancing productivity.
  • Users find API management seamless with Swagger UI, benefiting from automatic documentation generation and easy visibility.
  • Users value the seamless testing integration of Swagger UI, enhancing their API development and debugging experience significantly.
Cons
  • Users face authentication issues with Swagger UI due to limited customization and complex OAUTH setup.
  • Users find the complex interface of Swagger UI challenging, requiring assistance for effective navigation and use.
  • Users face a steep learning curve and configuration complexity with Swagger UI, making it challenging to use effectively.
  • Users highlight the security risks associated with improperly configured Swagger UI, exposing APIs to potential threats.
  • Users face dependency issues with Swagger UI, as access relies on the application's active status.

What Are Recent G2 Reviews of Swagger UI?

What Are G2 Users Discussing About Swagger UI?

Backendless

Backendless is a visual app development platform that offers a full range of low-code and no-code tools for app and web developers of all experience levels. Backendless features include a component-based UI Builder, real-time database, user authentication and management suite, push notification and in-app messaging console, Codeless logic builder, API management, and much more. Backendless was designed from the backend first, making it a perfect backend compliment to any coded or no-code frontend. The Backendless platform's visual approach and pre-built APIs make it easy to build the backend of any app up to 10 times faster than with traditional coding solutions and at a fraction of the cost.

Average Rating: 4.4/5.0

Total Reviews: 56

How Do G2 Users Rate Backendless?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 8.9/10)
  • Scalability: 8.9/10 (Category avg: 9.0/10)
  • API Testing: 9.1/10 (Category avg: 8.8/10)
  • Orchestration: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Backendless?

  • Seller: Backendless
  • Year Founded: 2012
  • HQ Location: Frisco, TX
  • Twitter: @Backendless
    1,549 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 98% Small, 2% Medium

What Are Recent G2 Reviews of Backendless?

What Are G2 Users Discussing About Backendless?

DCKAP Integrator

DCKAP Integrator is the ERP Integration platform that connects distributors' ERP systems to any business systems - including the eCommerce platform, CRM, Inventory, Accounting, Logistics, EDI, and Marketplaces like 3M. Depending on the integration, it can provide real-time customer data, product data, inventory data, order data, financial data, and more. It helps distributors save thousands of hours of manual work, create smoother workflows, and make better decisions backed by accurate data. We’re thrilled to have helped hundreds of distributors across various sectors. We’ve worked with names such as Bosch Hydraulic Connections, Quality Farm Supply, Spruce Industries, Belmont Equipment & Technologies, and Marysville Marine Distributors - helping them save costs and improve business insights.

Average Rating: 4.7/5.0

Total Reviews: 55

How Do G2 Users Rate DCKAP Integrator?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 8.9/10)
  • Scalability: 9.7/10 (Category avg: 9.0/10)
  • API Testing: 9.4/10 (Category avg: 8.8/10)
  • Orchestration: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind DCKAP Integrator?

  • Seller: DCKAP
  • Year Founded: 2005
  • HQ Location: Austin, TX
  • Twitter: @DCKAP
    1,217 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    203 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Wholesale, Building Materials
  • Company Size: 51% Medium, 47% Small

What Do G2 Reviewers Say About DCKAP Integrator?

AI-generated summary from verified user reviews

Pros
  • Users commend the helpful integration team of DCKAP Integrator for their professionalism and support throughout the setup.
  • Users praise the excellent customer support from DCKAP Integrator, facilitating smooth integration and easy troubleshooting.
  • Users find DCKAP Integrator to be easy to use with excellent customer support that streamlines integration.
  • Users find easy integrations with DCKAP Integrator invaluable, as it streamlines processes and connects outdated systems seamlessly.
  • Users value the easy setup of DCKAP Integrator, praising the helpfulness and professionalism of the integration team.
Cons
  • Users often face integration issues when linking Epicor Eclipse and Shopify, requiring extensive setup and discovery efforts.
  • Users find the lack of integrations between systems like Epicor Eclipse and Shopify problematic, requiring extensive discovery.
  • Users find the limited integration with Epicor Eclipse and Shopify requires extensive discovery, complicating their setup process.
  • Users experience project delays with DCKAP Integrator, which can be attributed to variable feedback availability.
  • Users find the time-consuming nature of DCKAP Integrator delays project initiation and progress due to feedback requirements.

What Are Recent G2 Reviews of DCKAP Integrator?

What Are G2 Users Discussing About DCKAP Integrator?

Jitterbit

For organizations ready to modernize and innovate, Jitterbit provides a unified AI-infused low-code platform for integration, orchestration, automation, and app development that accelerates business transformation, boosts productivity, and unlocks value. The Jitterbit Harmony platform, including iPaaS, API Manager, App Builder, and EDI, future-proofs operations, simplifies complexity, and drives innovation for organizations globally.

Average Rating: 4.5/5.0

Total Reviews: 604

How Do G2 Users Rate Jitterbit?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.9/10)
  • Scalability: 8.1/10 (Category avg: 9.0/10)
  • API Testing: 8.7/10 (Category avg: 8.8/10)
  • Orchestration: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Jitterbit?

  • Seller: Jitterbit
  • Company Website:
  • Year Founded: 2003
  • HQ Location: Alameda, CA
  • Twitter: @jitterbit
    3,659 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    464 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Manager, CEO
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 52% Medium, 25% Large

What Do G2 Reviewers Say About Jitterbit?

AI-generated summary from verified user reviews

Pros
  • Users praise Jitterbit for its ease of use, appreciating straightforward setup and effective support for integrations.
  • Users value the outstanding customer support from Jitterbit, appreciating their dedication and quick, effective problem-solving.
  • Users praise Jitterbit for its easy integrations, enabling efficient data management across various systems seamlessly.
  • Users value the easy integrations of Jitterbit, enabling seamless data connection between various sources efficiently.
  • Users find Jitterbit's ease of integration invaluable, allowing seamless data connections across various platforms efficiently.
Cons
  • Users find the lack of key features in Jitterbit, like a comprehensive dashboard, limits effective monitoring.
  • Users find a steep learning curve with Jitterbit, making it hard for non-technical people to build effective systems.
  • Users struggle with integration issues in Jitterbit, facing complexities that complicate workflows and hinder data accuracy.
  • Users find the complexity of the UI in Jitterbit challenging, affecting data accuracy and workflow efficiency.
  • Users report slow performance in Jitterbit, affecting efficiency and making complex workflows challenging to manage.

What Are Recent G2 Reviews of Jitterbit?

What Are G2 Users Discussing About Jitterbit?

Stoplight

Let Stoplight be your platform for building high-quality APIs for any scale - with best-in-class editing, documentation, and governance featuring built-in mocking, linting, style guides, component libraries, and more. Coding APIs before designing them wastes time and money and creates unnecessary risk. Build successful API programs at any scale that drive business outcomes with a design-first approach. Stoplight is the only design-focused API solution. With integrated documentation and governance, the Stoplight platform enables consistency, reusability, and quality for an enjoyable developer experience. The platform enables successful API programs driven by digital transformation, platform development, and API-as-a-product - for new or established teams.

Average Rating: 4.4/5.0

Total Reviews: 332

How Do G2 Users Rate Stoplight?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)
  • Scalability: 8.4/10 (Category avg: 9.0/10)
  • API Testing: 8.4/10 (Category avg: 8.8/10)
  • Orchestration: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Stoplight?

  • Seller: SmartBear
  • HQ Location: Somerville, MA
  • Twitter: @smartbear
    16,468 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    944 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Small, 38% Medium

What Do G2 Reviewers Say About Stoplight?

AI-generated summary from verified user reviews

Cons
  • Users find the app crashes frustrating, highlighting the need for improvements in stability and usability.
  • Users find compatibility issues with Stoplight that hinder its usability and overall effectiveness in production workflows.
  • Users find that performance issues undermine the effectiveness of Stoplight, affecting its viability in production workflows.
  • Users find the poor customer support of Stoplight hampers its effectiveness and reliability in production workflows.

What Are Recent G2 Reviews of Stoplight?

What Are G2 Users Discussing About Stoplight?

SnapLogic Agentic Integration and Applied AI Platform

The SnapLogic Platform is an agentic integration and automation solution designed to assist enterprise teams in connecting applications, data sources, and APIs while orchestrating AI-powered workflows across both cloud and on-premises environments. Established in 2006 and headquartered in San Mateo, California, SnapLogic serves a diverse range of industries, including financial services, pharmaceuticals, manufacturing, software, and higher education, with a global presence across North America, Europe, and Asia Pacific. Targeted primarily at IT teams, data engineers, and integration specialists, the SnapLogic Platform addresses the critical need for seamless data movement between systems, automation of business processes, and governance of AI agent activities at scale. The platform supports various use cases, including application integration, data pipeline management, API lifecycle management, legacy system modernization, and enterprise AI orchestration. This versatility makes it a valuable tool for organizations looking to enhance their operational efficiency and data accessibility. Key features of the SnapLogic Platform include a visual, low-code pipeline builder that allows teams to create, test, and deploy integrations without the need for extensive coding knowledge. This drag-and-drop designer significantly reduces reliance on developer resources, enabling quicker project turnaround. Additionally, the platform boasts a pre-built Snaps connector library, offering over 1,000 reusable connectors for various enterprise applications, databases, cloud services, and data platforms. This extensive library supports both simple and complex integration patterns, streamlining the integration process. Another notable feature is SnapGPT, an AI co-pilot integrated into the platform that assists users in generating integration pipelines, suggesting data mappings, and troubleshooting issues using natural language inputs. This innovative tool enhances user experience and efficiency, making it easier for teams to navigate the complexities of integration. The platform also includes robust API management tools for creating, publishing, securing, and monitoring APIs, facilitating the exposure and consumption of data services across internal and external systems. Moreover, SnapLogic enables agentic workflow automation, allowing users to design and orchestrate AI agents that execute multi-step business processes. With built-in support for the Model Context Protocol (MCP), organizations can effectively manage agent interactions across various models and tools. The platform also supports data integration and transformation for batch, real-time, and streaming data pipelines, equipped with capabilities for mapping, enrichment, and transformation of both structured and unstructured data. Centralized monitoring and governance features provide a unified dashboard for tracking pipeline performance, managing access controls, and ensuring auditability across all integration and automation activities. The SnapLogic Platform addresses common challenges organizations face when scaling their technology operations: fragmented data across disconnected systems, high integration development costs, and the complexity of deploying AI in regulated or mission-critical environments. By providing a unified platform for both traditional integration and agentic automation, it reduces reliance on custom-coded connectors and enables teams to build and manage integrations without requiring deep software engineering expertise.

Average Rating: 4.4/5.0

Total Reviews: 380

How Do G2 Users Rate SnapLogic Agentic Integration and Applied AI Platform?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.9/10)
  • Scalability: 8.3/10 (Category avg: 9.0/10)
  • API Testing: 8.7/10 (Category avg: 8.8/10)
  • Orchestration: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind SnapLogic Agentic Integration and Applied AI Platform?

  • Seller: SnapLogic
  • Company Website:
  • Year Founded: 2006
  • HQ Location: San Mateo, CA
  • Twitter: @SnapLogic
    7,348 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    306 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Consultant
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% Large, 36% Medium

What Do G2 Reviewers Say About SnapLogic Agentic Integration and Applied AI Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of SnapLogic IIP, enabling quick connections and streamlined workflows without extensive coding.
  • Users highly value the easy integrations offered by SnapLogic, making complex data management tasks simple and efficient.
  • Users appreciate the easy integration capability of SnapLogic, enabling seamless connections between various tools and systems.
  • Users appreciate the intuitive user interface of SnapLogic IIP, enabling easy and efficient complex integrations.
  • Users value the automation capabilities of SnapLogic IIP, streamlining complex integrations and enhancing workflow efficiency.
Cons
  • Users face performance issues with slow loading and frequent memory problems when handling large datasets in SnapLogic.
  • Users find technical difficulties with SnapLogic, including complex transformations, debugging challenges, and performance issues.
  • Users experience poor performance when processing large workloads, leading to frustration and inefficiency during integration tasks.
  • Users find the debugging complexity challenging, leading to confusion and impacting their overall experience with SnapLogic IIP.
  • Users find that error reporting lacks detail, making troubleshooting a time-consuming and confusing process.

What Are Recent G2 Reviews of SnapLogic Agentic Integration and Applied AI Platform?

What Are G2 Users Discussing About SnapLogic Agentic Integration and Applied AI Platform?

Microsoft Graph

Microsoft Graph is a comprehensive API platform that provides unified access to a vast array of data and intelligence from Microsoft 365, Windows, and Enterprise Mobility + Security services. By offering a single endpoint, it enables developers to seamlessly integrate their applications with Microsoft's ecosystem, facilitating the creation of solutions that interact with millions of users. Key Features and Functionality: - Unified API Endpoint: Access aggregated data from multiple Microsoft cloud services through a single REST API endpoint, simplifying integration and reducing development complexity. - Rich Data Access: Retrieve information from services such as Outlook, OneDrive, Azure Active Directory, Planner, OneNote, and more, encompassing user profiles, emails, calendars, files, and Teams conversations. - Intelligent Insights: Leverage built-in intelligence to gain insights into organizational productivity, collaboration patterns, and user behavior, enhancing decision-making and user engagement. - Granular Permissions: Implement fine-grained access controls using Azure Active Directory, ensuring secure and compliant data access tailored to specific application needs. - Cross-Platform Integration: Develop applications that work seamlessly across various platforms, including Windows, Android, and iOS, by utilizing the consistent and standardized API framework. Primary Value and Solutions Provided: Microsoft Graph addresses the challenge of integrating disparate Microsoft services by offering a unified API, thereby reducing development time and effort. It empowers developers to build applications that provide users with a cohesive experience across Microsoft 365 services, enhancing productivity and collaboration. By accessing rich organizational data and insights, businesses can create intelligent solutions that drive efficiency, inform strategic decisions, and deliver personalized user experiences.

Average Rating: 4.1/5.0

Total Reviews: 33

How Do G2 Users Rate Microsoft Graph?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 8.9/10)
  • Scalability: 10.0/10 (Category avg: 9.0/10)
  • API Testing: 8.3/10 (Category avg: 8.8/10)
  • Orchestration: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Microsoft Graph?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Company Size: 54% Small, 35% Medium

What Do G2 Reviewers Say About Microsoft Graph?

AI-generated summary from verified user reviews

Pros
  • Users value the unified API endpoint of Microsoft Graph, streamlining access to essential Microsoft 365 services.
  • Users value the excellent customer support of Microsoft Graph, enhancing their experience with easy implementation.
  • Users praise the ease of implementation of Microsoft Graph, facilitating quick access to Microsoft 365 services.
  • Users appreciate the unified API endpoint of Microsoft Graph, streamlining access to multiple Microsoft 365 services effortlessly.
Cons
  • Users find the complexity of the API structure and limited documentation depth frustrating, impacting their development experience.
  • Users express frustration with the poor documentation, impacting their ability to navigate the Microsoft Graph API effectively.

What Are Recent G2 Reviews of Microsoft Graph?

What Are G2 Users Discussing About Microsoft Graph?

KrakenD API Gateway

KrakenD is the next-generation API Gateway built for high-performance, large-scale environments. Its stateless, database-free architecture enables true linear scalability with minimal infrastructure and no external dependencies. You can deploy KrakenD anywhere, scale without coordination, and operate efficiently using GitOps workflows and declarative configurations. It supports a wide range of protocols and patterns—REST, gRPC, GraphQL, WebSockets, SOAP, Backend For Frontend (BFF), and more—without middleware bloat. Teams use KrakenD to aggregate responses, transform data, enforce security, and simplify complex API topologies into a single, maintainable layer. No custom services, no unnecessary logic on the frontend. KrakenD avoids per-request pricing and opaque licensing. Instead, it offers predictable flat-rate plans that scale with your architecture, not your traffic. Whether you're modernizing from legacy systems or consolidating fragmented APIs, KrakenD gives you performance, flexibility, and full control over your API infrastructure.

Average Rating: 4.7/5.0

Total Reviews: 61

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How Do G2 Users Rate KrakenD API Gateway?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 8.9/10)
  • Scalability: 9.4/10 (Category avg: 9.0/10)
  • API Testing: 8.7/10 (Category avg: 8.8/10)
  • Orchestration: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind KrakenD API Gateway?

  • Seller: KrakenD
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Barcelona, Catalonia, Spain
  • Twitter: @krakend_io
    744 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Medium, 32% Small

What Do G2 Reviewers Say About KrakenD API Gateway?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent customer support from KrakenD, appreciating their helpfulness and commitment to finding solutions.
  • Users highlight the ease of use of KrakenD API Gateway, enjoying its simple configuration and integration capabilities.
  • Users appreciate the ease of implementation, noting simple installation and flexible configuration with excellent documentation.
  • Users appreciate the high performance of KrakenD API Gateway, finding it reliable and easy to configure.
  • Users appreciate the simple installation and excellent documentation of KrakenD, enhancing their API gateway experience significantly.
Cons
  • Users find limited API monetization alternatives, with few options available for effective plugin integration.
  • Users struggle with difficult configuration in KrakenD, as debugging config files can be unclear and cumbersome.
  • Users find the inadequate logging limits customisation and hampers debugging capabilities during local development.
  • Users wish for more connector options in KrakenD to enhance operational integration and streamline workflows.
  • Users find the integration issues with RabbitMQ disappointing, as it's not robust for complex use cases.

What Are Recent G2 Reviews of KrakenD API Gateway?

What Are G2 Users Discussing About KrakenD API Gateway?

Swagger Studio

Swagger is an API development platform that combines powerful open-source tools with advanced collaboration, governance, and integration features. It helps teams create, standardize, and scale APIs with consistent design standards, role-based collaboration, and effortless deployment to popular gateways and version control systems.

Average Rating: 4.5/5.0

Total Reviews: 185

How Do G2 Users Rate Swagger Studio?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 8.9/10)
  • Scalability: 8.6/10 (Category avg: 9.0/10)
  • API Testing: 8.8/10 (Category avg: 8.8/10)
  • Orchestration: 7.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Swagger Studio?

  • Seller: SmartBear
  • Company Website:
  • HQ Location: Somerville, MA
  • Twitter: @smartbear
    16,468 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    944 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 38% Small, 36% Large

What Do G2 Reviewers Say About Swagger Studio?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the seamless integration with DevOps tools in Swagger Studio, enhancing API development and testing workflows.
  • Users appreciate the structured documentation of Swagger Studio, which enhances collaboration and makes integrations easier.
  • Users appreciate the ease of use of Swagger Studio, making API documentation and testing straightforward and accessible.
  • Users enjoy the easy API integration that simplifies viewing contracts and understanding responses with collaborative tools.
  • Users appreciate the ease of API testing with Swagger Studio, simplifying development and integration processes.
Cons
  • Users find the UX improvements necessary as the interface is clunky and lacks essential features for ease of use.
  • Users express frustration with data management issues, noting lost requests and lack of tracking for team changes.
  • Users find the pricing to be expensive and hope for more affordable options or trial improvements.
  • Users find the limited collaboration options in Swagger Studio hinder teamwork and tracking of document changes.
  • Users find limited customization options in Swagger Studio, impacting functionality and team collaboration negatively.

What Are Recent G2 Reviews of Swagger Studio?

What Are G2 Users Discussing About Swagger Studio?

Conektto

Conektto is the Generative Platform for Enterprise API development at GPTSpeed. Powered by Natural Language Processing of OpenAPI specification, with Conektto generate production ready API code in several programming languages in minutes. Conektto is the only tool that you need to simplify your API development and eliminate the complexities.

Average Rating: 4.8/5.0

Total Reviews: 40

How Do G2 Users Rate Conektto?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 8.9/10)
  • Scalability: 9.4/10 (Category avg: 9.0/10)
  • API Testing: 9.6/10 (Category avg: 8.8/10)
  • Orchestration: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Conektto?

  • Seller: Conektto
  • Year Founded: 2022
  • HQ Location: Pleasanton, California
  • Twitter: @conektto
    16 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 73% Small, 15% Medium

What Are Recent G2 Reviews of Conektto?

Thunder Client

Thunder Client is a lightweight Rest API Client extension for VS Code

Average Rating: 4.3/5.0

Total Reviews: 16

How Do G2 Users Rate Thunder Client?

  • Scalability: 8.0/10 (Category avg: 9.0/10)
  • API Testing: 9.6/10 (Category avg: 8.8/10)
  • Orchestration: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Thunder Client?

  • Seller: Thunder Client
  • Year Founded: 2021
  • HQ Location: Dublin, IE
  • Twitter: @ranga_vadhineni
    871 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services
  • Company Size: 75% Small, 19% Medium

What Are Recent G2 Reviews of Thunder Client?

What Are G2 Users Discussing About Thunder Client?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated