Create 🐍 Python AI Actions and 🤖 Automations, and deploy & operate them anywhere
🤖 AI Agents
Autonomous agents, multi-agent orchestration, browser and GUI agents
All 1040🧠 Large Language Models 24🤖 AI Agents 159🧩 App Development Platforms 23📚 RAG & Knowledge Bases 47💬 Chat UIs & Clients 41🖥️ Local Inference & Deployment 87👨💻 AI Coding 97🛠️ Frameworks & SDKs 46🔌 MCP & Tool Ecosystem 36🎨 Image Generation 26🎬 Video Generation 17🎙️ Speech & Audio 45👁️ Computer Vision 26📄 Document Parsing & Scraping 25🗄️ Vector Databases 25🏋️ Training, Fine-Tuning & MLOps 71🧪 Evaluation, Observability & Safety 79🚪 API Gateways & Proxies 12🔎 Search & Deep Research 16⚙️ Deep Learning Libraries 57🏷️ Data & Annotation 32🔬 Industry & Science AI 33⚡ Productivity Tools 16
Think before doing, prove before saving. Vestige is a local, deterministic safety kernel for AI agents. Every memory write and agent action is recorded in Strata, an append-only log, so you can see exactly what your agen
Open-source database & workspace for AI agents — structured data, durable knowledge, reusable skills, runnable apps, and human review on the writes that matter. Local-first and self-hostable.
Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.
The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
The collaboration layer for AI teams: domain experts annotate and review agent behavior, engineers improve the agent from what they find.
Dorothy, the wife your AI agents needs.
Opensource Memory for Agents
Agent traces you can run, not just read.