Needle 3
Cactus-Compute · Kit
A small on-device model from Cactus Compute for tool calling, structured extraction and text embeddings, used through the cactus Python package. For developers…
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AI skills and agents for developers
Prompts, coding agent briefs and kits for writing and reviewing code with fewer tokens.
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NorthCUA-Pro
beipo-ai · Kit
Reads screenshots and requests, then writes reasoning and tool calls for an agent that drives a desktop or browser. For teams with a large GPU setup who build…
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Spark-X2.6-4B-GGUF
XHToken · Kit
A compact 4B language model in GGUF form for on-device use, tuned for coding, agents and long context, with three thinking levels from none to high. Works in E…
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Inkling-Small
thinkingmachines · Kit
Reads text, images and audio and replies in text, for developers building assistants, coding tools and agents. A sparse mixture-of-experts model with 276B para…
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Muse Glimmer 30B
meta-models · Kit
Reads text and images and carries out agent tasks such as tool calls and multi-step reasoning on a local machine, in a 30B model distilled from Muse Spark. For…
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Earlybird by sahilmahendrakar
sahilmahendrakar · Kit
Turns speech into text on a device and predicts each word before the speaker finishes it, scoring every word. A 16.8 MB English model for voice agents and live…
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Spark-X2.6-4B
XHToken · Kit
A 4.1B language model for coding, agent work and long context in English and Chinese, with three thinking levels. For developers building agents that run on th…
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Mage-VL-Cowork
microsoft · Kit
Operates a computer from screenshots and terminal commands with one small vision-language model of about 4B parameters, made by Microsoft for people who build…
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Recursive Flint
RecursiveSI · Kit
A 39.8B mixture-of-experts language model for coding agents that investigates codebases, fixes bugs, adds features and writes tests. For developers who run the…
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Multi-Agent AI - Coding
bstraehle · Kit
A Gradio demo of several AI agents built with Microsoft AutoGen that work together on a coding task. Use it in the browser on Hugging Face or run a copy on you…
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projtex · Projection Texturing API
townbox · Kit
Textures 3D meshes from a text prompt and returns a GLB with one baked colour texture. Built for AI agents and developers, with a REST API and an MCP endpoint.
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Character Animation for Agents
townbox · Kit
Rigs a static 3D model and animates it from a one-line prompt, returning a rigged, animated GLB. Built for AI agents and developers, through REST, MCP or the b…
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Mage-VL-Cowork Computer Use
nielsr · Kit
Lets you give a task to the Mage-VL-Cowork model and watch it click, type, scroll and use a terminal on a disposable Linux desktop. It suits developers studyin…
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Wasm Agents Blueprint
mozilla-ai · Kit
A static web page from mozilla-ai for testing AI agents powered by WebAssembly, naming the Devstral-Small-2507 and Qwen3-8B models. It suits developers explori…
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StatePact Concurrency Playground
Mithun-2714 · Kit
Simulates how agents that share mutable state collide, under five isolation modes, in your browser, so you can watch overselling, lost updates and write skew.
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Obfuscated-Shell Safety Leaderboard
FINAL-Bench · Kit
Ranks language models on whether they see through disguised shell commands, blocking the dangerous ones and allowing harmless encoded ones. A defensive safety…
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smolagents and tools gallery
davidberenstein1957 · Kit
A static gallery page for browsing tools and agents you can use in smolagents. It opens in a browser with nothing to install, and its README is a single line.
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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…
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UniMate for Agents
townbox · Kit
Animates a rigged skeleton from a text sentence and returns an animated GLB, motion data and a preview, through a REST API, MCP tools and a Gradio page. It sui…
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SkinTokens for Agents
townbox · Kit
Rigs a 3D mesh with a predicted skeleton and skin weights, through a REST API, MCP tools or a web page, on ZeroGPU hardware. For 3D artists, game developers an…
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