Kits of AI agent skills, rules and prompts

Kali Linux Bleeding Edge MCP Server w. SandBox & PowerShell

DarkDriftz · Kit

Runs Kali Linux security tools inside a sandbox and through PowerShell scripts, behind an MCP server and a Gradio page that HuggingChat can use. It suits secur…

XortronDesktop

darkc0de · Kit

Opens a free chatbot page in your browser, described by its author as quick and uncensored, with nothing to install. It suits people who want to try a chatbot…

Pocket TTS (CPU)

D3vShoaib · Kit

Turns typed text into speech in a web page, using Kyutai's small text-to-speech model on a plain CPU with a choice of built-in voices. It suits anyone who want…

FloraFind

crashn · Kit

Runs a Gradio app in the browser, backed by model training, evaluation and prediction code, with saved checkpoints and example files. It suits students and dev…

AI Talking Avatar Generator From Photo

cosmichackerx · Kit

Turns a still photo and an audio clip or speech file into a talking-head video with matching lip movements, using SadTalker on ZeroGPU. For creators of present…

tiny-llm

CoolDip00 · Kit

Continues the start of a story you type, using a 30M-parameter language model trained from scratch on TinyStories and served by the project's own inference ser…

Unit 1 Quiz - Model Context Protocol (MCP) Fundementals

context-course · Kit

Tests what you know about the fundamentals of the Model Context Protocol with a Gradio quiz that draws its questions from a dataset. For learners taking the fi…

Voxtral Studio

codexxx · Kit

Turns speech into text, text into speech and a voice sample into a reusable cloned voice, using Mistral AI's Voxtral models through your own Mistral API key. F…

CT Anatomy GLB Viewer

codepawl · Kit

Lets you orbit 3D models of real CT scanned bodies in the browser and pull their body systems apart. It is for visualization and learning only, and suits stude…

ControlSpec — Before an agent acts

claytonsamples · Kit

Replays recorded tests of exact-action approval for AI agents, run through an NVIDIA OpenShell sandbox, so you can inspect approvals, replays and failures. For…

FLUX.2 Klein multi-LoRA by CirujanoRetro

CirujanoRetro · Kit

Runs the FLUX.2 Klein image model in a browser page with more than one LoRA adapter applied at once. It suits people who make or edit pictures and want to mix…

Jobs Catalog

chris-rannou · Kit

Lists job template Spaces on Hugging Face, builds a parameter form for each, and submits the job under your own account with live logs. A demo of what a Hub-na…

Parquet X-ray

cfahlgren1 · Kit

Lets you inspect how a Parquet file is built inside, from row groups and column chunks to pages, indexes, bloom filters and the footer. Runs in the browser, fo…

Jenga with a Robot Arm

cfahlgren1 · Kit

Lets you drive a Franka robot arm by keyboard to pull blocks from a Jenga tower and stack them on top, with the physics running in your browser. Suits curious…

EmbeddingGemma 2 in the Browser

Caspivs · Kit

Ranks documents, compares sentences across languages and searches your own images by text, all inside your browser so nothing you type or upload leaves your de…

USO FLUX

bytedance-research · Kit

A Gradio app from bytedance-research on ZeroGPU hardware, built around the USO model and three FLUX.1 models its record names. The README gives no description,…

Factorial Base 48M Chat

bull220202 · Kit

Runs a chat demo of a small language model called Factorial_IT_ULTIME_TinyLM in the browser on ZeroGPU hardware, with code for running a copy on your own compu…

Text Surprisal Editor

build-small-hackathon · Kit

Colors each word of your text by how unexpected a tiny 4M-parameter language model finds it. The model has no Transformer blocks. A hackathon project for write…

Global Leaders

build-small-hackathon · Kit

Lets you govern a real world leader through the real events of 2025 in a strategy game, with a small language model as game master and a code engine that keeps…

matxa-tts-v2

BSC-LT · Kit

Turns Catalan text into speech with a fast, lightweight voice model for central Catalan. Runs in the browser on Hugging Face, or in a Docker container on your…

SLM-MiniMax-Continual-Trainer

BRR1154 · Kit

Has a large controller model watch small language model training, name the layers behind a failure and plan weight updates. Aimed at people who train and tune…

Axon Alzheimer Detection

BoTahex · Kit

Classifies the stage of Alzheimer's disease with a saved CNN model inside a Gradio demo. For people exploring machine learning on health data, not for medical…

SplitSafe - Audio ML Leakage Auditor

boobalanit · Kit

Checks the train, validation and test splits of an audio dataset for leaked copies and shared speakers, using audio fingerprints that need no GPU. For people w…

DALL·E mini by BlitzEsports

BlitzEsports · Kit

Shows a small web page for making pictures from a text description, built around the dalle-mini model. Suits anyone who wants to try text-to-image generation i…

RWKV Gradio 4

BlinkDL · Kit

Runs a Gradio chatbot demo of RWKV models from BlinkDL in the browser on ZeroGPU hardware, with code for running a copy on your own computer.

InSpatio-World 1.5

blanchon · Kit

Lets you move a camera through a scene in real time with a 4D world model, using the keyboard in a browser demo. For people exploring interactive scene generat…

Portfolio Optimization (Python)

blackopsrepl · Kit

Shows a portfolio optimization problem from SolverForge as a Docker app that you open in a browser or build on your own machine. For people exploring solver de…

PhiLLM Demo

bishoygaloaa · Kit

Lets you edit a physics scene and run an exact Newtonian simulator with trajectory plots. Its model panels are placeholders until GPU inference is attached. Fo…

BigCodeArena

bigcode · Kit

Hosts a Gradio arena app from the bigcode group, with code for chat, completions, voting, Elo scores and ranking, plus a sandbox folder. For people who want to…

EU PII Anonymization

bardsai · Kit

Finds and redacts personal data in text written in any of the 24 EU languages, all inside your browser so the text never leaves your computer. For people who h…

PROMPT++

baconnier · Kit

Refines the prompts you write for AI models, using a metaprompt router and a refiner that call open models such as Zephyr and Llama. For anyone who wants clear…

Open Chinese LLM Leaderboard

BAAI · Kit

A leaderboard of large language models for Chinese, run by BAAI as a Gradio Space with datasets for requests and results. For researchers and teams comparing m…

Tamazight Text-to-Speech

ayymen · Kit

Reads Tamazight text aloud with text-to-speech models, with separate folders for several varieties and scripts. For learners, researchers and builders working…

Artwork Personalization Demo

avantiwhenever · Kit

Shows how to pick which poster to display for each title using CLIP image embeddings instead of viewing history. A static browser demo inspired by a public Net…

Image Face Upscale Restoration

avans06 · Kit

Restores and enlarges faces in images with face restoration models such as GFPGAN, RestoreFormer++ and CodeFormer, plus GPEN and ESRGAN. For anyone fixing old…

Speech analysis

audeering · Kit

Runs two audEERING wav2vec2 models on a speech recording, one for emotion and one for age and gender, and ships four sample clips to try. A Gradio demo for spe…

Krea Sandbox

AST-1320 · Kit

A small Gradio sandbox for trying the AST-1320/Krea-2-Turbo-Diffusers model, which by its name is packaged for Diffusers. The README gives no description, so r…

Di♪♪Rhythm

ASLP-lab · Kit

Generates songs with the DiffRhythm model from the ASLP lab, in a Gradio Space on GPU hardware. For musicians, researchers and curious users who want to hear A…

ByteDance Solo Piano Audio To MIDI Transcription

asigalov61 · Kit

Transcribes a solo piano recording into a MIDI file with ByteDance's piano transcription code. A Gradio app for pianists, arrangers and developers, running in…

Airshare Backend

AshikPlays19 · Kit

Runs a Python app built with Gradio that its name marks as the back end of an Airshare project. The README gives no description, so what it serves is not state…

NLLB Translator

Asanari · Kit

Translates text between 200 languages with a choice of engines, from open models running in the Space to cloud models you reach with your own key. For writers,…

Video Face Swapper

asaelk · Kit

Swaps faces in video through a Gradio web app, going by its name and files. The README gives no description. Use only faces you have the right to use.

Medical Insight Explorer Agent

Artur-Melnyk · Kit

A bilingual agent that answers descriptive questions about healthcare claims data using pandas calculations and interactive charts. This Space runs on sampled…

Texture-Craft

ArshPathan · Kit

Makes transparent 16x16 item textures from text prompts with a diffusion model, through a Gradio Space, a local REST server or an MCP tool. For game makers and…

Supertonic 3 TTS

arjunbroepic · Kit

Runs the Supertonic 3 text-to-speech model on a plain CPU in a Gradio page. For developers and curious users who want to hear Supertone's model without a GPU.

SehatAI - Pakistan Health Intelligence

AreejNamwz · Kit

Offers a health-themed Gradio app for Pakistan that you open in the browser or run on your own computer. Suits curious users and developers who want to read it…

Food Waste CV

archiii · Kit

Finds food-waste categories on cafeteria trays in a photo using a small YOLO11n detector. An early prototype for exploring and triaging waste, not for accounti…

Qwen25 Coder Api

ansh-anuragi · Kit

A small Gradio app whose name points to a Qwen2.5 Coder model offered through an API. The README gives no description, so read app.py to confirm what it runs.

Applio

AnhP · Kit

Turns one voice into another with a voice conversion tool built for ease of use and speed. For artists, developers and researchers who want plugins and setting…

Vevo for Zero-shot VC, TTS, and More

amphion · Kit

Imitates a voice from a reference clip without training on that speaker, for voice conversion and text-to-speech. A demo of the Vevo model from the Amphion pro…

Batwan Predictive Text

alsersugasawa · Kit

Suggests the rest of a word, or the next one, as you type in a Hiligaynon-English dictionary search box, using a small fine-tuned Gemma model. A demo for langu…

Smooth Gen

alrobles · Kit

Smooths stop-motion footage and the gaps between generated images, using the RIFE and Adetailer models. For animators and image-generation users who want stead…

CCTV Visual RAG

alinawazmahar · Kit

Finds moments in surveillance video by typing a plain-language description, then returns the best-matching frames with their timestamps. For people who would r…

Kızagan TTS v1.0

AlicanKiraz0 · Kit

Reads Turkish text aloud with a bundled reference voice, or clones a voice from a clip you upload or record. It comes with a form, a Gradio API and an MCP serv…

ZeroGPU Fast Mini-Trainer

Alibrown · Kit

Fine-tunes small SmolLM models with a LoRA adapter on a ZeroGPU Space, using your own dataset. Each person signs in and spends their own daily GPU quota. For d…

Visual Saliency Prediction

alexanderkroner · Kit

Predicts which parts of an image draw the eye first, using the MSI-Net model from a 2020 Neural Networks paper. For researchers and designers who want a quick…

Fracture Check

akinchanJain7 · Kit

Screens hand, arm, leg, hip and shoulder X-rays for possible fractures, shows a heatmap of where the model looked, and marks the likely break. A student resear…

Arabic Poetry Generator

akhooli · Kit

A small Gradio app that, going by its name, writes Arabic poetry with the akhooli/ap2023 model. For poetry lovers, Arabic learners and developers who want a sh…

Ai King

Aiking2030 · Kit

Opens as a single static web page in your browser. Its README gives one Arabic line calling it advanced AI and lists no features, so treat it as a small demo.

TinyCodeAgent

Agents-MCP-Hackathon · Kit

An agent that solves tasks by writing Python, running it and fixing its own errors, built on TinyAgent with a Qwen model. Also works as an MCP server. For agen…

Intelligent Content Organizer MCP Agent

Agents-MCP-Hackathon · Kit

Indexes PDF, text, Word and image files, then searches them by meaning, summarizes, tags, categorizes and answers questions. An MCP server with a Gradio page,…

Unit 2.1 smolagents Code Quiz

agents-course · Kit

A coding quiz app from the Hugging Face agents course that serves smolagents questions from a dataset. For learners checking what they know and teachers who wa…

DuplexJev Speech to Decisions

adventists-ai · Kit

Reads one speech clip and returns ten decisions about it, such as turn state, barge-in and emotion, in a single pass with no transcription. For voice agent dev…

LurisQA

AdityaMogare · Kit

Answers civil law questions in a chat window, using the fine-tuned LurisQA model in GGUF form. A Gradio app for law students, legal staff and developers buildi…

KoGPT2 Korean Finetuning

AD-Styles · Kit

A Gradio app around the skt/kogpt2-base-v2 Korean language model, with its weights held in the Space. For people who want to try a small Korean text model or s…

ACE-Step v1.5

ACE-Step · Kit

Generates full songs from simple descriptions and lyrics, and edits or covers existing audio, with the ACE-Step 1.5 music model. It suits musicians and creator…

My Finetuned Gpt Oss

abin788207 · Kit

A small static web page that its README calls a fine-tuned GPT-OSS assistant, though the model it names is Xenova/detr-resnet-50. For developers who want a tin…

Sygma ASR Arabic

abedbanna · Kit

A test bench that records or takes Arabic speech and compares Sygma's decoding with the base model's greedy output, with word error rates. For speech researche…

Local Llm Vram Calculator

abdulrahmanmaslmany · Kit

Estimates the GPU memory a language model needs: weights, KV cache and total VRAM. For people who run models on their own graphics card and want to check the f…

Music Gen Ai

aach456 · Kit

A small Gradio app that makes music with the musicgen-small model, run in the browser with nothing to install. For hobbyists and beginners who want to hear or…

FaceFusion

1337V · Kit

A Gradio app carrying the FaceFusion project's code, opened in the browser with nothing to install. For developers and hobbyists who want to try the app or rea…

BiRefNet Demo

ZhengPeng7 · Kit

Try the BiRefNet image models in a browser: they separate the main subject of a picture from its background. Six variants are named, and you can also run a cop…

Attention Visualization

webml-community · Kit

Shows how a Vision Transformer pays attention to parts of an image, as a static web page that runs in the browser. It is one of the transformers.js example pro…

TripoSplat

VAST-AI · Kit

Runs the TripoSplat model from VAST-AI in a browser demo with a custom page and built-in example inputs. The Space has no written description, so the model pag…

FaceFusion Face Swap HYPERSWAP (CPU)

V0pr0S · Kit

Runs the FaceFusion face manipulation app as a Gradio Space on CPU hardware, for swapping faces between pictures in the browser or from a local copy. Suits hob…

SeedVR2 3B Image Upscaler

Upsampler · Kit

Restores and upscales a single image in one diffusion step with the SeedVR2-3B model, in the browser on Hugging Face or from a local copy. Suits anyone with a…

Z Image Turbo

Tongyi-MAI · Kit

A Gradio demo from Tongyi-MAI for its Z-Image-Turbo image model, tagged for MCP, with a prompt check and a safety checker model in its files. It suits designer…

Z Image

Tongyi-MAI · Kit

A Gradio app built around the Z-Image model from Tongyi-MAI, which you try in the browser with nothing to install. Suits people who want to test the model or r…

Streamlit Machine Translate

TiberiuCristianLeon · Kit

Translates text between languages in a browser page, with a choice of several open machine translation models. Suits anyone who needs a quick translation, or a…

Huggy

ThomasSimonini · Kit

Runs a static web page in your browser from a Hugging Face Space with nothing to install, and its files can be downloaded to open on your own computer.

PhotoMaker

TencentARC · Kit

A Gradio demo from TencentARC built on its PhotoMaker models and the RealVisXL image model, with style templates and example inputs. It suits designers and res…

Hy-Nomas Tencent Studio

tencent · Kit

Lets you steer a generated world turn by turn with Say and Move commands, camera steering and MP4 export, in a Tencent-styled studio around the Hy-Nomas model.…

Apertus Mini WebGPU

swiss-ai · Kit

Runs the Apertus Mini model on your own machine inside a web browser, using WebGPU, with no server to set up. It suits developers and curious users who want to…

UnlimitedMusicGen

Surn · Kit

Generates music of any length from a text description or a guiding melody, by joining generated segments. It extends Meta's Audiocraft and suits musicians, vid…

Supertonic 3 (TTS)

Supertone · Kit

A web page demo of Supertonic 3 text-to-speech that Supertone describes as fast, on-device, multilingual and accurate. Runs in your browser. Suits creators and…

SoulX FlashHead

Soul-AILab · Kit

Streams a demo of the SoulX FlashHead 1.3B model, which by its name and helper models looks like head video driven by speech. Suits people who want to try it o…

Train the agent slides

sergiopaniego · Kit

A browser slide deck on how AI agents are trained with TRL and OpenEnv, from SFT on agent traces to GRPO and RL in environments. Made for developers learning a…

SADIK AI

SadikNawazAI · Kit

A multilingual chat assistant that runs fully inside your browser through WebAssembly, so your messages stay on your device. Also reachable through Ollama and…

AI Lawyer - Everyday Legal Help (India)

rolmaxx · Kit

A chat assistant that helps people in India with everyday legal problems such as unpaid salary, deposits and consumer refunds. It builds your case, answers fro…

Qwen Edit Any Pose

rl74 · Kit

Changes the pose of a person in a picture in your browser using Qwen image edit 2511 with an AnyPose LoRA. Suits designers, illustrators and developers trying…

Chatterbox Turbo Demo

ResembleAI · Kit

A browser demo from Resemble AI of its Chatterbox speech models, including the Turbo version. Suits creators and developers who want to hear the models before…

Qwen3 VL Demo

Qwen · Kit

A Gradio demo from the Qwen team for its Qwen3 VL vision-language family. Runs in your browser, or on your own computer with Python.

Finetune Studio

qgallouedec · Kit

Fine-tunes an open model on your own conversations with no code. Sign in with Hugging Face, pick a model and a set of chats, choose how long to train, and the…

SAM3 + Qwen3.5

prithivMLmods · Kit

A browser demo of multi-object tracking that combines the SAM 3 model with a 2B Qwen3.5 model. Suits computer vision developers and researchers who want to try…

Flux.2 Klein Edit Ultra Fast

prithivMLmods · Kit

Edits images with the FLUX.2 klein 4B model and a small decoder for quicker output. A Gradio app that runs in the browser on Hugging Face, for designers and de…

Vāgdhenu

prathoshap · Kit

A Sanskrit chant text-to-speech demo that takes a verse in any of several Indic scripts, lets you pick the meter, and renders it as audio. Runs on Hugging Face…

Salamtak سلامتك

plitip · Kit

Checks one site photo for safety hazards and gives a Safe, Needs attention or Unsafe verdict with short alerts in seven worker languages. Runs on vision models…

HolosTTS: Ukrainian text to speech

patriotyk · Kit

Reads Ukrainian text aloud in your browser with the HolosTTS model, trained on a Ukrainian dataset with many speakers. Suits creators, teachers and developers…

Parler-TTS

parler-tts · Kit

Turns text into spoken audio in your browser with the Parler-TTS large and mini models. Suits creators, developers and researchers who want to hear the models…

OpenPose

ovi054 · Kit

A Gradio app that, going by its name, turns an image into an OpenPose result, the skeleton of a person's body positions. For artists and developers who need a…