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React Data Fetching and Caching

Ranking updated Jun 30, 2026

For a data fetching and caching library for React, the strongest matches are tannerlinsley/react-query (React Query TanStack Query is a dedicated React data-fetching), vercel/swr (SWR is a React hook-based data fetching library with) and facebook/relay (Relay is a GraphQL client framework purpose-built for React). apollographql/react-apollo and tanstack/query round out the shortlist. Each is ranked by relevance to your query, popularity and recent activity.

Libraries for managing server state, asynchronous data synchronization, and efficient caching in React applications.

React Data Fetching and Caching

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  • tannerlinsley/react-querytannerlinsley avatar

    tannerlinsley/react-query

    49,769View on GitHub↗

    React Query is an asynchronous state management library and data fetching orchestrator designed to fetch, cache, and synchronize server state in web applications. It functions as a server-state cache manager that handles asynchronous data requests to keep local application state in sync with a remote server. The library implements a stale-while-revalidate cache pattern, which provides immediate access to cached data while triggering background updates to maintain consistency. It further supports optimistic user interface updates, allowing the interface to change immediately during data mutati

    React Query (TanStack Query) is a dedicated React data-fetching and server-state management library that implements stale-while-revalidate caching, automatic background refetching, React hooks, optimistic updates, and request deduplication—exactly the kind of library this search asks for, with comprehensive support for the listed features.

    TypeScriptOptimistic UI UpdatesOptimistic UpdatesStale-While-Revalidate
    View on GitHub↗49,769
  • vercel/swrvercel avatar

    vercel/swr

    32,406View on GitHub↗

    SWR is a data fetching library that provides a collection of hooks for managing remote data synchronization, caching, and state updates in web applications. It employs a declarative approach to handle complex network request lifecycles and dependency chains, ensuring that client-side application state remains consistent with server data through automatic revalidation and background updates. The library distinguishes itself through a reactive cache layer that automatically synchronizes local state with remote sources based on component lifecycle events. It features event-driven revalidation, w

    SWR is a React hook-based data fetching library with automatic caching, background revalidation, pagination via useSWRInfinite, optimistic updates, and request deduplication, making it an excellent fit for managing server state in React applications.

    TypeScriptOptimistic UI UpdatesRequest DeduplicationFocus-Based Revalidation
    View on GitHub↗32,406
  • facebook/relayfacebook avatar

    facebook/relay

    18,940View on GitHub↗

    Relay is a GraphQL client framework and state manager used for building data-driven applications. It functions as a declarative data fetching layer and a GraphQL compiler that transforms declarations into optimized runtime code with automatic type generation. The framework distinguishes itself through a build-time compilation process that generates optimized queries and a data masking system that prevents components from accessing undeclared data. It employs a normalized client-side cache to maintain consistency across entities and an optimistic update mechanism to provide immediate interface

    Relay is a GraphQL client framework purpose-built for React, offering a normalized cache, optimistic updates, pagination, and request deduplication via its compiler and hooks, which directly matches the search for a React-specific data fetching and caching library with all the requested features.

    RustOptimistic UI UpdatesOptimistic Updates
    View on GitHub↗18,940
  • apollographql/react-apolloapollographql avatar

    apollographql/react-apollo

    6,799View on GitHub↗

    React Apollo is a React-specific GraphQL data fetching library that binds Apollo Client to components through declarative hooks for queries, mutations, and subscriptions. It provides a declarative approach to GraphQL query execution where components declare their data requirements and automatically receive loading, error, and data states without managing request lifecycle code. The library distinguishes itself through a normalized cache layer that deduplicates entities and serves repeated requests without network calls, combined with incremental result streaming via the @defer directive for

    react-apollo is a React-specific GraphQL data fetching library that provides all the requested features—automatic caching via a normalized cache, background refetching through polling and refetch, a hooks API for queries and mutations, pagination with fetchMore, optimistic updates, and request deduplication—making it a comprehensive match for managing server state in GraphQL-backed React apps.

    JavaScriptPolling and Refetching
    View on GitHub↗6,799
  • tanstack/queryTanStack avatar

    TanStack/query

    49,761View on GitHub↗

    This project provides a comprehensive suite of tools for managing asynchronous state and building full-stack web applications. At its core, it functions as a centralized synchronization layer that automates data fetching, caching, and background revalidation, ensuring that remote server data remains consistent with the local user interface. By utilizing a declarative, hook-based programming model, it simplifies the management of complex data lifecycles and loading states. The project distinguishes itself through a headless design philosophy that decouples business logic from visual presentati

    TanStack Query is the premier React library for server-state management, offering hooks-based data fetching, automatic caching, background refetching, pagination, optimistic updates, and request deduplication — exactly the solution this search targets.

    TypeScriptRequest Deduplication Utilities
    View on GitHub↗49,761
  • formidablelabs/urqlFormidableLabs avatar

    FormidableLabs/urql

    8,956View on GitHub↗

    urql is a GraphQL client and data management tool used to execute GraphQL operations and synchronize data from remote servers within a software application. It functions as a mechanism for fetching, caching, and managing GraphQL data to maintain state across application views. The project features a pluggable middleware architecture and a normalized GraphQL cache. This allows for the insertion of custom logic into the request and response lifecycle to modify client behavior and the organization of responses by unique identifiers to ensure data consistency. The client provides capabilities fo

    urql is a GraphQL client and data management tool that provides React hooks, automatic caching, request deduplication, pagination support, and optimistic updates, making it a strong match for a React-specific data fetching and caching library with the features you listed.

    TypeScriptGraphQL Normalized CachesClient Query ExecutionData Fetching
    View on GitHub↗8,956
  • apollographql/apollo-clientapollographql avatar

    apollographql/apollo-client

    19,798View on GitHub↗

    Apollo Client is a GraphQL client library and data fetching framework used to request data from a GraphQL server and synchronize that state within a frontend application. It functions as a remote state manager and a local state management tool, allowing developers to define client-side schemas and resolvers for data that does not reside on a remote server. The project features a normalized GraphQL cache that identifies objects by ID to ensure referential equality and consistent data updates across different queries. It also includes a GraphQL API mocking tool to simulate server responses and

    Apollo Client is a full-featured GraphQL data fetching and caching library for React with hooks, automatic caching, background refetching, pagination, optimistic updates, and deduplication, making it a perfect fit for managing server state in a React app using GraphQL.

    TypeScriptGraphQL Client FrameworksGraphQL Data FetchingNormalized Data Caching
    View on GitHub↗19,798
  • reduxjs/redux-toolkitreduxjs avatar

    reduxjs/redux-toolkit

    11,213View on GitHub↗

    Redux Toolkit is a state management toolkit and store configurator designed to simplify the development of Redux applications by reducing boilerplate code. It functions as an immutable state manager and a centralized store configuration system that provides a streamlined workflow for managing global application state. The project distinguishes itself through an automated async action orchestrator that manages the lifecycle of promises by automatically dispatching pending, fulfilled, and rejected actions. It also acts as a normalized state organizer, providing tools to structure complex relati

    Redux Toolkit includes RTK Query, a React-specific data fetching and caching library that provides automatic caching, background refetching, React hooks, pagination, optimistic updates, and request deduplication — exactly the server state management tools you need.

    TypeScriptGlobal State ManagersRedux ImplementationsAsync Action Orchestrators
    View on GitHub↗11,213
  • urql-graphql/urqlurql-graphql avatar

    urql-graphql/urql

    8,959View on GitHub↗

    urql is a GraphQL client library designed for fetching and managing data from a GraphQL API. It provides a system for handling GraphQL data fetching, state management, and integration with React components. The library is distinguished by a middleware pipeline architecture that allows the request-response flow to be modified through swappable exchanges. This enables the customization of the data layer, including the addition of custom business logic, request deduplication, and specialized fetching behaviors. The project covers a broad range of capabilities, including normalized caching to en

    urql is a React data-fetching and caching library with hooks and built-in caching, pagination, optimistic updates, and request deduplication, but it is tailored specifically for GraphQL APIs rather than any backend.

    TypeScriptGraphQL Data Management LibrariesComposable Middleware PipelinesGraphQL Client Middleware
    View on GitHub↗8,959
  • trojanowski/react-apollo-hookstrojanowski avatar

    trojanowski/react-apollo-hooks

    2,388View on GitHub↗

    This library provides a collection of hooks for integrating GraphQL data operations into functional components within the Apollo Client ecosystem. It functions as a state management tool that synchronizes remote server data with local component state, ensuring consistent data representation across the user interface. The project distinguishes itself by enabling server-side rendering through a framework of utilities that pre-fetch data and resolve component trees to deliver fully populated HTML. It utilizes a provider-based pattern to inject the data client into the component tree, allowing ne

    This library provides React hooks for Apollo Client, enabling data fetching, caching, and state synchronization in React apps, which is exactly what you want for managing server state in a React-specific library.

    TypeScriptReact GraphQL HooksGraphQL Query HooksServer State Fetching
    View on GitHub↗2,388
Compare the top 10 at a glance
RepositoryStarsLanguageLicenseLast push
tannerlinsley/react-query49.8KTypeScriptMITJun 16, 2026
vercel/swr32.4KTypeScriptMITJun 22, 2026
facebook/relay18.9KRustMITJun 16, 2026
apollographql/react-apollo6.8KJavaScriptMITApr 13, 2023
tanstack/query49.8KTypeScriptMITJun 16, 2026
formidablelabs/urql9KTypeScriptMITJun 16, 2026
apollographql/apollo-client19.8KTypeScriptMITJun 13, 2026
reduxjs/redux-toolkit11.2KTypeScriptMITJun 23, 2026
urql-graphql/urql9KTypeScriptMITJun 22, 2026
trojanowski/react-apollo-hooks2.4KTypeScriptMITDec 9, 2022

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