Topics / #rest-api
Rest API projects on GitHub
Designing and consuming HTTP APIs following REST conventions.
As of , the most-starred Rest API projects on GitHub are public-apis (489.6K stars), firecrawl (192.2K stars) and ollama (183.5K stars). GitHub.Locker tracks 429 Rest API repositories with 8.5M stars combined. The fastest-growing on October 16 was xerj, with +1.2K stars in a day.
Hot right now
Most stars gained in a day · Oct 16
+1.2Kxerj
xerj-org/xerj · ★ 6.9KXERJ is a local-first search engine that automatically indexes any folder - code, docs, logs, PDFs - so an AI coding agent can pull the exact passage it needs instead of grepping or reading whole files into context, and it speaks the Elasticsearch API so existing clients work against it unchanged.
+529SPACE
perplexityai/SPACE · ★ 1.1KSPACE (Sandboxed Platform for Agentic Code Execution) is a sandbox platform that runs agent and user code inside isolated Firecracker microVMs, controlled through an HTTP API.
+373public-apis
public-apis/public-apis · ★ 489.6KA collective list of free APIs: a huge, manually curated catalog of public APIs for developers, maintained by the community for years. You do not call it — you browse the catalog and pick third-party APIs to use in your own product.
+334firecrawl
firecrawl/firecrawl · ★ 192.2KFirecrawl turns any website into clean, LLM-ready data by crawling, scraping, and searching the web, delivering markdown, structured JSON, or screenshots that AI agents can consume directly.
The all-time top
Top 100 of 429 · by stars
- 489.6K
#1 · public-apis/public-apispublic-apis
A collective list of free APIs: a huge, manually curated catalog of public APIs for developers, maintained by the community for years. You do not call it — you browse the catalog and pick third-party APIs to use in your own product.
- 192.2K
#2 · firecrawl/firecrawlfirecrawl
Firecrawl turns any website into clean, LLM-ready data by crawling, scraping, and searching the web, delivering markdown, structured JSON, or screenshots that AI agents can consume directly.
- 183.5K
#3 · ollama/ollamaollama
Ollama is a tool for downloading and running open large language models like DeepSeek, Qwen, Gemma, Llama, Mistral and gpt-oss on your own machine, with a simple CLI and a local REST API.
- 4
llama.cpp
131.4Kggml-org/llama.cpp · C++llama.cpp is a plain C/C++ implementation for running LLM (and VLM) inference with minimal setup and state-of-the-art performance, either locally or in the cloud.
- 5

supabase
111.7Ksupabase/supabase · TypeScriptSupabase is an open source Postgres development platform that gives you a hosted Postgres database plus auth, auto-generated APIs, realtime subscriptions, storage, and edge functions, built as an open source alternative to Firebase.
- 6

localsend
94.6Klocalsend/localsend · DartLocalSend is a free, open-source app for securely sharing files and messages with nearby devices over your local network, without needing an internet connection - a cross-platform AirDrop alternative for Windows, macOS, Linux, Android and iOS.
- 7

Stirling-PDF
94.4KStirling-Tools/Stirling-PDF · TypeScriptStirling PDF is an open-source PDF editing platform with over 50 tools for editing, merging, splitting, signing, redacting, converting, OCR-ing, and compressing PDFs.
- 8

OpenHands
91.1KOpenHands/OpenHands · TypeScriptOpenHands Agent Canvas is a self-hosted control center for running and managing AI coding agents like OpenHands, Claude Code, Codex, or Gemini, letting you start conversations and automate tasks such as generating reports or decomposing GitHub issues.
- 9

system-design-101
90.5KByteByteGoHq/system-design-101A free, visual collection of short explainers and cheat sheets covering core system design concepts (APIs, databases, caching, message queues, real-world company architectures) to help you understand how production systems work and prepare for system design interviews.
- 10

gin
89.4Kgin-gonic/gin · GoGin is a high-performance HTTP web framework written in Go, used for building REST APIs, web applications, and microservices.
- 11

worldmonitor
88.6Kkoala73/worldmonitor · TypeScriptWorld Monitor is a real-time global intelligence dashboard that aggregates and AI-synthesizes news, geopolitical signals, and infrastructure data into one situational-awareness interface.
- 12

spring-boot
81.7Kspring-projects/spring-boot · JavaSpring Boot is a Java framework that helps you create production-grade, Spring-powered applications and services with minimal configuration fuss.
- 13

hoppscotch
80.6Khoppscotch/hoppscotch · TypeScriptHoppscotch is an open-source API development ecosystem for building, testing and debugging REST, GraphQL, WebSocket, MQTT, Server-Sent Events and Socket.IO APIs, positioned as an open alternative to Postman or Insomnia.
- 14

elasticsearch
78.3Kelastic/elasticsearch · JavaElasticsearch is a distributed search and analytics engine, scalable data store, and vector database built for near real-time full-text search, vector search, and generative AI (RAG) use cases on production-scale data; it's the core of Elastic's Stack platform.
- 15

30-Days-Of-Python
76.4KAsabeneh/30-Days-Of-Python · PythonA free 30-day structured curriculum for learning Python from scratch, covering everything from basic syntax to building web APIs and working with databases.
- 16

json-server
75.7Ktypicode/json-server · JavaScriptjson-server lets you spin up a fully working fake REST API in under 30 seconds, with no backend code to write — just a single JSON file defining your data.
- 17
flask
74.9Kpallets/flask · PythonFlask is a lightweight WSGI web application framework for Python — designed to make getting started quick and easy, with the ability to scale up to complex applications.
- 18
OpenBB
74.3Kopenbq-org/OpenBB · PythonOpen Data Platform (ODP) by OpenBB is an open-source toolset that lets you integrate proprietary, licensed, and public financial data sources once and then consume them everywhere: in Python, Excel, OpenBB Workspace, AI agents via MCP, or REST APIs.
- 19

daytona
71.5Kdaytonaio/daytonaDaytona is a secure, elastic infrastructure runtime for running AI-generated code inside isolated sandboxes, used by agents and developers through SDKs, an API, and a CLI.
- 20
express
69.6Kexpressjs/express · JavaScriptExpress is a fast, unopinionated, minimalist web framework for Node.js, used for building HTTP servers, APIs, and web apps.
- 21

gpt4free
66.9Kxtekky/gpt4free · PythonGPT4Free (g4f) is a community-driven project that aggregates many free and reverse-engineered access points to commercial LLMs (GPT-4, Claude, Gemini, DeepSeek, etc.) and media-generation models, exposing them through one unified Python/JS client, web GUI, and OpenAI-compatible API.
- 22

nocodb
65.3Knocodb/nocodb · TypeScriptNocoDB is a free, self-hostable Airtable alternative: an online database builder that gives your data a rich, no-code spreadsheet interface.
- 23

context7
63.2Kupstash/context7 · TypeScriptContext7 fetches up-to-date, version-specific documentation and code examples for the libraries you use and injects them directly into your AI coding agent's prompt, instead of relying on the model's stale training data.
- 24

pocketbase
61.5Kpocketbase/pocketbase · GoPocketBase is an open source backend written in Go that packs an embedded SQLite database, realtime subscriptions, file and user management, an Admin dashboard UI, and a REST-ish API all into a single file.
- 25
meilisearch
59.6Kmeilisearch/meilisearch · RustMeilisearch is a fast, open-source search engine that adds AI-powered hybrid search (combining full-text and semantic search) to websites and apps.
- 26

voicebox
57.8Kjamiepine/voicebox · PythonVoicebox is an open-source, local-first AI voice studio: it clones voices, generates speech in 23 languages, lets you dictate into any app with a global hotkey, and gives MCP-aware AI agents a voice - all running on your own machine as a free alternative to ElevenLabs and WisprFlow combined.
- 27
appwrite
57.7Kappwrite/appwrite · TypeScriptAppwrite is an open-source, all-in-one backend platform for building web, mobile, and AI apps, bundling authentication, databases, storage, serverless functions, messaging, realtime, and web hosting in one place.
- 28

n8n-workflows
57KZie619/n8n-workflows · PythonA collection of every n8n automation workflow the author could find - 4,343 production-ready workflows across 365 integrations - with a searchable web interface for finding and downloading the JSONs.
- 29

mastodon
50.4Kmastodon/mastodon · RubyMastodon is a free, open-source social network server based on ActivityPub, where users can follow friends, discover new ones, and publish text, links, pictures, and video.
- 30

htmx
49.6Kbigskysoftware/htmx · JavaScripthtmx lets you use AJAX, CSS Transitions, WebSockets and Server Sent Events directly in HTML through attributes, so you can build dynamic UIs without writing JavaScript.
- 31

JeecgBoot
48.2Kjeecgboot/JeecgBoot · JavaJeecgBoot is an enterprise AI low-code platform: you describe what you need in natural language and it generates the front-end, back-end CRUD code, database tables and menu permissions, while also bundling a Dify-like AI app module with chat, RAG knowledge bases, flow orchestration and MCP plugins.
- 32

3x-ui
48.1KMHSanaei/3x-ui · Go3X-UI is an open-source web control panel for managing Xray-core servers, letting you deploy, configure, and monitor many proxy and VPN protocols from one VPS or across multiple nodes.
- 33

Umi-OCR
48Khiroi-sora/Umi-OCR · PythonUmi-OCR is a free, open-source, offline OCR tool that extracts text from screenshots, batches of images, and PDF documents, and can also scan or generate QR codes.
- 34

bruno
47.7Kusebruno/bruno · JavaScriptBruno is an open-source API client for exploring and testing REST, GraphQL, and other APIs, built as a lightweight alternative to Postman and Insomnia.
- 35

full-stack-fastapi-template
46Kfastapi/full-stack-fastapi-template · TypeScriptA full-stack web application template that bundles a FastAPI Python backend with a React/TypeScript frontend, a PostgreSQL database, and Docker Compose, giving you authentication, an admin dashboard, and deployment config already wired up.
- 36

vnpy
45.9Kvnpy/vnpy · PythonVeighNa (vnpy) is an open-source Python framework for building quantitative trading systems, used by hedge funds, brokerages, and futures companies in China.
- 37
hyperswitch
45.3Kjuspay/hyperswitch · RustHyperswitch is an open-source, composable payments platform that lets businesses route, retry, vault, and reconcile payments across 120+ payment processors like Stripe, Adyen, Braintree, and Worldpay, either self-hosted or as a SaaS.
- 38
lossless-cut
44.6Kmifi/lossless-cut · TypeScriptLosslessCut is a cross-platform FFmpeg GUI for extremely fast, lossless cutting, trimming, merging and remuxing of video and audio files without re-encoding.
- 39
GPT_API_free
44.3Kchatanywhere/GPT_API_freeGPT_API_free is a free relay/proxy API service that lets you call GPT, DeepSeek, Claude, Gemini, Grok, Qwen, Kimi and MiniMax models through one OpenAI-compatible interface, with a paid tier that is much cheaper than official pricing.
- 40

Fabric
44.3Kdanielmiessler/Fabric · GoFabric is an open-source framework that organizes AI prompts (called Patterns) by real-world task, so you can apply AI to specific problems from the command line or via a REST API.
- 41

retrofit
43.9Klysine-dev/retrofit · JavaRetrofit is a type-safe HTTP client for Android and the JVM, created by Square. It lets you define your REST API as a Java/Kotlin interface and turns HTTP calls into simple method calls.
- 42
agno
42.8Kagno-agi/agno · PythonAgno is a framework and runtime for building, running, and managing agent platforms: build agents with the SDK, serve them via the AgentOS runtime, and manage everything from a web UI.
- 43

awesome-system-design-resources
42.4Kashishps1/awesome-system-design-resources · JavaA free, curated collection of System Design resources: core concepts, networking and API fundamentals, database and caching basics, distributed systems patterns, and a huge list of interview problems, books, courses, and papers — all aimed at prepping for System Design interviews.
- 44

trpc
40.7Ktrpc/trpc · TypeScripttRPC lets you build and consume fully typesafe APIs between a TypeScript client and server, without schemas or code generation.
- 45
open-notebook
40.3Klfnovo/open-notebook · TypeScriptOpen Notebook is a self-hosted, open source alternative to Google's Notebook LM that lets you organize research, chat with your documents, and generate podcasts using the AI providers you choose.
- 46
fiber
40.2Kgofiber/fiber · GoFiber is an Express-inspired web framework for Go, built on top of the fasthttp engine, with fast development and high performance in mind.
- 47

LightRAG
40.2KHKUDS/LightRAG · PythonLightRAG is an open-source, graph-based RAG framework (EMNLP 2025) by HKUDS. It indexes your documents into a knowledge graph plus vector embeddings so you can query them — a lighter, faster alternative to Microsoft GraphRAG.
- 48
novu
40.2Knovuhq/novu · TypeScriptNovu is open-source communication infrastructure that lets products and AI agents send messages to users across Inbox, Email, SMS, Push, Chat, Slack, Microsoft Teams, Telegram, WhatsApp and more through one API and one unified conversation model.
- 49

insomnia
40KKong/insomnia · TypeScriptInsomnia is an open-source, cross-platform API client for debugging, designing, testing and mocking APIs over GraphQL, REST, WebSockets, SSE and gRPC.
- 50
cli
38.6Khttpie/cli · PythonHTTPie is a command-line HTTP client built to make interacting with APIs and web servers from the terminal as human-friendly as possible. It ships two commands, http and https, for sending arbitrary HTTP requests with simple syntax and colorized, formatted output.
- 51

directus
38.5Kdirectus/directus · TypeScriptDirectus is an open-source backend platform that wraps your existing SQL database with instant REST and GraphQL APIs, a no-code admin app, authentication, and fine-grained permissions - turning any database into a headless CMS, admin panel, or custom app backend.
- 52

aspnetcore
38.5Kdotnet/aspnetcore · C#ASP.NET Core is an open-source, cross-platform framework from Microsoft for building modern cloud-connected applications like web apps, IoT apps, and mobile backends.
- 53

Trilium
38.4KTriliumNext/Trilium · TypeScriptTrilium Notes is a free, open-source, cross-platform hierarchical note-taking app built for creating large personal knowledge bases.
- 54
llmfit
38KAlexsJones/llmfit · Rustllmfit inspects your CPU, RAM, GPU(s), VRAM, and accelerator setup, then tells you which open-source LLMs and quantizations will actually run well on your machine.
- 55

Hello-Python
37.8Kmouredev/Hello-Python · PythonThis is a free, Spanish-language video course that teaches the Python programming language from scratch, aimed at complete beginners.
- 56
medusa
36.8Kmedusajs/medusa · TypeScriptMedusa is an open-source commerce platform with a built-in framework for building custom commerce applications like B2B/DTC stores, marketplaces, distributor platforms, or PoS systems, without rebuilding core commerce logic.
- 57

HanLP
36.5Khankcs/HanLP · PythonHanLP is a production-oriented, multilingual NLP toolkit built on dual PyTorch/TensorFlow 2.x engines, supporting 130 languages with ten joint tasks such as tokenization, POS tagging, NER, dependency and constituency parsing, semantic role labeling, and text classification.
- 58

koa
35.7Kkoajs/koa · JavaScriptKoa is an expressive HTTP middleware framework for Node.js built on ES2017 async functions, designed to make writing web apps and APIs more enjoyable.
- 59

Vibe-Trading
35.7KHKUDS/Vibe-Trading · PythonVibe-Trading is a personal trading agent toolkit that gives an AI agent full trading capabilities in one command — market data, backtesting, a quant research library, and order execution across many brokers and markets.
- 60
qdrant
35.1Kqdrant/qdrant · RustQdrant is a high-performance vector similarity search engine and vector database written in Rust, built to store, search, and manage 'points' (vectors plus a JSON payload) for AI applications like semantic search, recommendations, and RAG.
- 61

changedetection.io
35.1Kdgtlmoon/changedetection.io · Pythonchangedetection.io monitors websites for changes and sends you alerts when content updates, prices drop, items restock, or pages get defaced.
- 62

mihomo
34.9KMetaCubeX/mihomo · PythonIt is a Python library built on Pydantic that models and parses the data returned by the Mihomo API for Honkai: Star Rail, giving you typed, autocomplete-friendly access to a player's parsed character and showcase info.
- 63
ntfy
34.9Kbinwiederhier/ntfy · Gontfy is a simple HTTP-based pub-sub notification service that lets you send push notifications to your phone or desktop with a single PUT or POST request, without signing up or paying anything.
- 64

spring-boot-demo
34.1Kxkcoding/spring-boot-demo · JavaA large collection of hands-on Spring Boot demos: 66 planned integration modules (55 finished) covering ORM, caching, messaging, security, databases, logging and more, meant for learning Spring Boot by example.
- 65
go-zero
33.4Kzeromicro/go-zero · Gogo-zero is a cloud-native Go framework for building web and RPC microservices, packed with built-in engineering practices. It has been serving sites with tens of millions of users for years and is listed in the CNCF Landscape.
- 66

podman
33.1Kpodman-container-tools/podman · GoPodman (the POD MANager) is a tool for managing OCI containers and images, volumes, and pods — groups of containers managed together. It is built on libpod, a container lifecycle management library included in the same repo.
- 67
echo
32.8Klabstack/echo · GoEcho is a high performance, minimalist web framework for Go, used to build web apps, RESTful APIs and microservices.
- 68

beego
32.4Kbeego/beego · GoBeego is an open-source, high-performance web framework for Go, aimed at rapid development of enterprise applications: RESTful APIs, web apps and backend services.
- 69
cognee
32.4Ktopoteretes/cognee · PythonCognee is an open-source AI memory platform that gives AI agents persistent long-term memory across sessions, turning text, code, and conversations into a queryable knowledge graph.
- 70

TradingAgents-CN
32.3Khsliuping/TradingAgents-CN · PythonTradingAgents-CN is a Chinese-enhanced learning and research platform built on a multi-agent LLM trading framework, helping Chinese-speaking users systematically study stock analysis using multiple AI agents for A-share, Hong Kong, and US markets. It explicitly does not issue real trading orders and is positioned for education and research only.
- 71

conductor
32.3Kconductor-oss/conductor · JavaAn open-source durable execution engine for microservices and AI agents: it persists every workflow step so long-running processes survive crashes, retries, and restarts. It originated at Netflix and is maintained by Orkes and the community.
- 72

graphql-engine
32.1Khasura/graphql-engine · TypeScriptHasura is an open source engine that instantly generates realtime GraphQL (and REST) APIs over your databases, with fine-grained access control and the ability to trigger webhooks on database events.
- 73

openai-python
31.9Kopenai/openai-python · PythonThis is the official Python library for the OpenAI API, giving convenient programmatic access to OpenAI models like GPT for text, vision, audio and more.
- 74
graphiti
31.8Kgetzep/graphiti · PythonA Python framework for building and querying temporal knowledge graphs for AI agents. Instead of static RAG, it continuously folds new data into a graph that tracks how facts change over time.
- 75

cli
31.6Kgoogleworkspace/cli · RustA single command-line tool for all of Google Workspace — Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin and more — with structured JSON output, built for humans and AI agents alike. It is not an officially supported Google product.
- 76
OpenAPI-Specification
31.3KOAI/OpenAPI-Specification · MarkdownThe OpenAPI Specification (OAS) is a community-driven open standard from the OpenAPI Initiative, a Linux Foundation Collaborative Project: a standard, programming language-agnostic way to describe HTTP APIs.
- 77
pentagi
30.8Kvxcontrol/pentagi · GoPentAGI (Penetration testing Artificial General Intelligence) is a fully autonomous AI agent system that performs complex penetration testing tasks for you.
- 78

wttr.in
30.7Kchubin/wttr.in · Gowttr.in is a console-oriented weather forecast service: you check the weather with curl from a terminal or open it in a browser, and it draws the forecast as ASCII art for terminals, HTML for browsers, or PNG images for graphical viewers.
- 79

NeteaseCloudMusicApi
30.2KBinaryify/NeteaseCloudMusicApiNeteaseCloudMusicApi is an open-source Node.js API service that wraps Netease Cloud Music, one of China's largest music streaming platforms, so your code can talk to it over HTTP. It has collected about 30,000 GitHub stars since 2016.
- 80

django-rest-framework
30.2Kencode/django-rest-framework · PythonDjango REST framework is a powerful and flexible toolkit for building Web APIs with Django: you add it to a project and get a full REST API around your data.
- 81

insightface
30Kdeepinsight/insightface · PythonAn open-source 2D and 3D deep face analysis toolbox that efficiently implements state-of-the-art face recognition, detection and alignment, optimized for both training and deployment.
- 82

karakeep
29.7Kkarakeep-app/karakeep · TypeScriptKarakeep (formerly Hoarder) is a self-hostable bookmark-everything app: save links, notes, images and PDFs, and it auto-fetches link details, tags everything with an LLM and gives you full-text and semantic search over all of it.
- 83

agentmemory
29.6Krohitg00/agentmemory · TypeScriptPersistent memory for AI coding agents: it captures what your agent does, compresses it into searchable memory, and injects the right context when the next session starts, so you stop re-explaining your project to Claude Code, Cursor or Codex.
- 84

harbor
29.6Kgoharbor/harbor · GoHarbor is an open source trusted cloud native registry that stores, signs, and scans content — mainly container images and Helm charts. It is a CNCF-hosted project.
- 85

swagger-ui
29Kswagger-api/swagger-ui · JavaScriptSwagger UI turns an OpenAPI (formerly Swagger) spec into interactive, visual API documentation: your team or end consumers can see and try the API's resources without any implementation logic in place.
- 86

linkedin-skill-assessments-quizzes
28.9KEbazhanov/linkedin-skill-assessments-quizzes · PythonA free, open-source reference of answers to LinkedIn skill assessment quizzes: questions with the correct answers for tests in JavaScript, React, Python, Git, AWS Lambda, machine learning and more. It has nearly 29,000 GitHub stars.
- 87

redash
28.8Kgetredash/redash · PythonRedash is an open-source business intelligence platform: you connect data sources, explore and query them, visualize the results and share dashboards with your team. Thousands of organizations use it for data-driven decisions.
- 88
label-studio
28.5KHumanSignal/label-studio · TypeScriptLabel Studio is an open source data labeling and annotation tool: you label audio, text, images, videos, and time series in a browser UI and export the results in formats ready for ML training.
- 89

backbone
28.1Kjashkenas/backbone · JavaScriptBackbone.js gives structure to JavaScript-heavy applications through Models with key-value binding and custom events, Collections with a rich enumerable API, and Views with declarative event handling, all tied together by syncing data over a RESTful JSON interface.
- 90

postgrest
27.7KPostgREST/postgrest · HaskellPostgREST is a standalone server that turns any existing PostgreSQL database into a full RESTful API automatically — no backend code to write.
- 91

yapi
27.7KYMFE/yapi · JavaScriptYApi is a visual API management platform for developers, product managers and QA: one place to document, debug, mock and automatically test your APIs.
- 92

react-admin
27Kmarmelab/react-admin · TypeScriptA frontend framework for building single-page applications in the browser on top of REST or GraphQL APIs, using TypeScript, React and Material Design. Open sourced and maintained by marmelab.
- 93
gopeed
27KGopeedLab/gopeed · DartGopeed (short for Go Speed) is a free, open-source download manager built with Go and Flutter. It handles HTTP, HTTPS, BitTorrent, magnet links, and ed2k across desktop, mobile, and the web.
- 94
discord.js
26.8Kdiscordjs/discord.js · TypeScriptdiscord.js is a powerful Node.js module for interacting with the Discord API — effectively the main JavaScript/TypeScript library for writing Discord bots. This repo hosts it and its helper packages.
- 95

openapi-generator
26.8KOpenAPITools/openapi-generator · JavaOpenAPI Generator creates API client libraries (SDKs), server stubs, documentation and configuration files automatically from an OpenAPI spec — versions 2.0 and 3.0 are supported, with 3.1 in beta.
- 96

kratos
26Kgo-kratos/kratos · GoKratos is a lightweight Go framework for building cloud-native microservices, with small, explicit APIs so your code can focus on business logic instead of plumbing.
- 97

redoc
26KRedocly/redoc · TypeScriptRedoc is an open-source tool that generates API reference documentation from OpenAPI (formerly Swagger) definitions — it turns your spec file into a polished, readable reference page.
- 98

Rocket
25.8Krwf2/Rocket · RustRocket is an async web framework for Rust focused on usability, security, extensibility, and speed — you write Rust, and Rocket handles routing and dispatching web requests.
- 99

iris
25.6Kkataras/iris · GoIris is an open-source web framework for Go for building websites and APIs. It bills itself as fast, fully featured and easy to learn, with MVC, sessions, websockets and lots of built-in middleware.
- 100

gin-vue-admin
25.1Kflipped-aurora/gin-vue-admin · GoA full-stack admin development platform: a Vue 3 + Element frontend and a Go (Gin) backend, pre-wired with JWT auth, casbin permissions, dynamic routes and menus, and code/form generators so you start on business logic instead of boilerplate.
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