Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.
A simple Python Pydantic model for Honkai: Star Rail parsed data from the Mihomo API.
Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).
Distilly โ Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill๏ผๅๅไบ Skill๏ผ.
An orchestration platform for the development, production, and observation of data assets.
newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
Open Machine Learning Compiler Framework
Download pictures (or videos) along with their captions and other metadata from Instagram.
The Context Platform for your Data and AI Stack
The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents โ swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.
Build, Manage and Deploy AI/ML Systems
Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, X): source-grounded audits, deterministic findings and evidence coverage, versioned JSON reports, and capability-gated account changes.
Real time interactive streaming digital human
Multi-user anti-filtering panel, with an effortless installation and supporting more than 20 protocols to circumvent filtering plus the telegram proxy.
A User-Focused Photo & File Management System
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
An all-in-one hacking tool to remotely take over Android devices.
Aim ๐ซ โ An easy-to-use & supercharged open-source experiment tracker.
้ณไนๆ ็ญพ็ผ่พๅจ๏ผๅฏ็ผ่พๆฌๅฐ้ณไนๆไปถ็ๅ ๆฐๆฎ, ้ณไนๅฎๅใ๏ผEditable local music file metadata.๏ผ
Remove visible and invisible AI watermarks from images and video, and AI provenance metadata from images, video, and audio. Python library, CLI, and agent skill for SynthID, C2PA, EXIF, IPTC, XMP, and common generative-AI marks.
Open-source, self-hosted AI agent workspace and alternative to OpenAI Dots, Meta Muse, Grok Bot, Instinct, Manus Cue, Claude Cowork, and ChatGPT agent. MIT-licensed; includes chat, connectors, approvals, and optional computer use. Early prototype.
Model interpretability and understanding for PyTorch
ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
A dialect of Lisp that's embedded in Python
Picard is a cross-platform music tagger powered by the MusicBrainz database
Modern YouTube downloader with a clean PySide6 interface. Download videos in any quality, extract audio, fetch subtitles, sponsorBlock, and view video metadata. Built with yt-dlp for reliable performance.
Set of tools to assess and improve LLM security.
Open-source SEO, GEO, and marketing skills for AI agents.
Python app to work with pictures and associated metadata from Apple Photos on macOS. Also includes a package to provide programmatic access to the Photos library, pictures, and metadata.
This is Meta's fork of the CPython runtime. The name "cinder" here is historical, see https://github.com/facebookincubator/cinderx for the Python extension / JIT compiler.
Python script to update metadata information for items in plex as well as automatically build collections and playlists. The Wiki Documentation is linked below.
Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.
A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.
Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.
AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.
NeMo Retriever Library is a scalable, performance-oriented document content and metadata extraction microservice. NeMo Retriever Library uses specialized NVIDIA NIM microservices to find, contextualize, and extract text, tables, charts and images that you can use in downstream generative applications.
Lightweight tool to automate downloading and metadata generation with yt-dlp
Implementation of papers in 100 lines of code.
AudioMuse-AI uses sonic analysis to rediscover forgotten songs, uncover hidden connections in your music library, and generate intelligent playlists for Navidrome, Jellyfin, LMS, Lyrion, Emby and Plex: no metadata or external services required.
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Pytorch domain library for recommendation systems
The fastest way to run Qwen 3.8 Flash Next, Qwen 3.8 27B and Ternary Bonsai 2 27B on a Mac: 125 tok/s in OpenCode on an M5 Max, and a 27B model on 16 GB Macs. Native MTP speculative decoding on Apple Silicon, exact at any temperature. OpenAI and Anthropic compatible local server.
Apache Ossie, industry wide specification effort to standardize how we exchange semantic metadata across analytics, AI and BI platforms, providing a vendor neutral, single source of truth for semantic data
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.
Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
Automatic Video Library Manager for TV Shows. It watches for new episodes of your favorite shows, and when they are posted it does its magic.
Training PyTorch models with differential privacy
FinRLยญยฎ-Meta: Dynamic datasets and market environments for FinRL.
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
Community maintained hardware plugin for vLLM on Apple Silicon
Search and download public exploits from the Vulners database โ online, or fully offline from a local SQLite FTS5 index.
Tag your time, get the insight
A lightweight library for PyTorch training tools and utilities
:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.
Official code for Meta-Harness (2603.28052)
SQL Lineage Analysis Tool powered by Python
Python SDK for Meta Marketing APIs