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.
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,600+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
E-mails, subdomains and names Harvester - OSINT
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
The Context Platform for your Data and AI Stack
Scapy: the Python-based interactive packet manipulation program & library.
🐍 The official Python client library for Google's discovery based APIs.
Open-source implementation of AlphaEvolve
Centralized network visibility and continuous asset discovery. Monitor devices, detect change, and stay aware across distributed networks.
Privacy enhanced BitTorrent client with P2P content discovery
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
Network recon framework. Build your own, self-hosted and fully-controlled alternatives to Shodan / ZoomEye / Censys and GreyNoise, run your Passive DNS service, build your taylor-made EASM tool, collect and analyse network intelligence from your sensors, and much more! Uses Nmap, Masscan, Zeek, p0f, ProjectDiscovery tools, etc.
STUMPY is a powerful and scalable Python library for modern time series analysis
Symbolic Learning in Python and Julia
本地私有、开源的自进化跨平台 AI 内容发现 Agent:先理解你,再主动从 B站、小红书、抖音、YouTube、X、知乎、Reddit、微博等平台与开放 Web 寻找内容。(支持 deepseek harness 插件) | Local-first open-source cross-platform AI content discovery agent: understands you, then proactively finds content across Bilibili, Xiaohongshu, Douyin, YouTube, X, Zhihu, Reddit, Weibo and the open web.(support deepseek harness plugin)
Python Toolkit for Causal and Probabilistic Reasoning
A blueprint-driven AutoResearch runtime for orchestrating AI research workflows from idea generation and experiments to paper writing and peer review.
Message Passing Neural Networks for Molecule Property Prediction
A package for the sparse identification of nonlinear dynamical systems from data
SQL Lineage Analysis Tool powered by Python
DSH Plugin Radar — open-source ecosystem radar for DeepSeek Harness plugins: continuous discovery (21k+ candidates), k8s runtime validation (13k+ tests), 15-min snapshots; the catalog is a generated artifact — 开源 DSH 插件生态雷达:持续发现 2.1 万+ 候选、k8s 运行级实测 1.3 万+、15 分钟快照;插件目录为自动生成的产物
Self-hosted certificate lifecycle management: issue, renew, discover, inventory and deploy TLS certificates across your infrastructure
Agent skills for daily paper discovery, critical reviews, and connected research notes. Supports English and Chinese.
80k+ WordPress Nuclei templates, updated daily from Wordfence intel—filter by severity/tags/CVE and scan in one line. 🚀🔒
Agent-driven automated CVE discovery platform for source code auditing, vulnerability verification, and report generation.
Trustworthy AI related projects
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
BoltzGen: Toward Universal Binder Design
Every question can open a new path. WeSmartFlow turns learning into conversation, exploration, stories, and hands-on discovery.
Token-scale scientific discovery engine — autonomous hypothesis generation, experiment execution, and knowledge graph synthesis
OWASP Web Recon & Directory Discovery Platform
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.
NequIP is a code for building E(3)-equivariant interatomic potentials
AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.
BioNeMo Recipes: For building and adapting AI models in drug discovery at scale
Embedding-based discovery of duplicated logic for projects too large or messy to maintain reliably
SubDominator helps you discover subdomains associated with a target domain efficiently and with minimal impact for your Bug Bounty
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery and remediation product, helping defenders proactively find and patch verified security flaws while minimizing both false positives and negatives. Stage 1 detects. Stage 2 attacks. What survives is real.
Working with molecular structures in pandas DataFrames
ASPIRE: Agentic /Skills Discovery for Robotics
A pure python implementation of multicast DNS service discovery
A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use
A powerful, self-hosted Telegram Stremio Media Server built with FastAPI, MongoDB, and PyroFork — seamlessly integrated with Stremio for automated media streaming and discovery.
Offensive security platform that automates attack surface discovery and vulnerability management
Music discovery tool that provides recommendations based on selected Lidarr artists, using Spotify or LastFM.
Kosmos: An AI Scientist for Autonomous Discovery - An implementation and adaptation to be driven by Claude Code or API - Based on the Kosmos AI Paper - https://arxiv.org/abs/2511.02824
A multi-agent AUTO Research loop for idea discovery, experiment execution, evidence-grounded paper writing, quality audit, and live Web observation from AI group, CNIC, CAS.
KISS Sorcar: Keep it Simple, Stupid AI General Purpose Agent Framework for Long Horizon Tasks and AI Discovery
Interaction Fingerprints for protein-ligand complexes and more
Scientific hypothesis-discovery workbench: grounded hypothesis-evidence graphs, synthetic literature with planted causal chains, generate-debate-evolve loops over pluggable offline adapters, Elo tournaments recovering planted skill order, paraphrase dedup, Bayesian evidence accumulation, reproducible reports. NumPy core, CPU-only torch extra.
Python version of the amazing Reaction Mechanism Generator (RMG).
An Open-source Drug Discovery Engine
发现藏在前端代码里的 API,验证未授权访问风险 · 动态浏览器追踪 × JavaScript 静态分析
The Agentic Scientist: Orchestrating Coding Agents for Automated Scientific (Co-)Discovery
Code as World: Agentic Discovery of Executable World Representations for Physical Reasoning
One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI:管所有 MCP 工具与技能,工具发现省 99.2% token。
AI-enabled Intelligent Document Processing for Python: 12+ LLM backends, Pydantic schemas, self-hosted OCR (Nanonets-OCR2-3B), auto-schema discovery, HITL review, prod FastAPI server. AGPL-3.0 + commercial.
Toward Autonomous Scientific Discovery