TealKit vs neoloopy

The Zero-Config Alternative to OpenClaw TealKit turns your phone into a versatile AI powerhouse with autonomous agents and built-in tools. Provider-independent, fully customizable, and designed for privacy. AI Playground & Flexibility Use leading providers (Google Gemini, OpenAI GPT-5, Anthropic, Mistral) or local Ollama models. Provider-independent, customize model parameters fully, and keep token costs predictable. Try out ideas in the chat interface before creating new agents. Built-in AI Skills for Everyday Tasks - Email & Calendar: Google integration (Gmail, Drive, Calendar) alongside universal IMAP/SMTP support. Search and send emails, or create calendar entries. (Microsoft OneDrive coming next). - Document Intelligence: Index local documents on your phone (or any folder on Desktop) into local DuckDB. Perform semantic searches across all document types (Word, PDF, etc.). - Content Creation: Generate files (TXT, PDF, Excel), create diagrams from any data source, and visualize flows with Mermaid. - Web Search & Indexing: Crawl and index websites (scheduled auto-reindex coming soon) for quick semantic searches. Perform web searches via Serpdev, SerpApi, or DuckDuckGo. - Remote Management: SSH remoting and shell script generation to automate server monitoring and tasks. Generate PowerShell or Bash scripts on desktop, controlled by the app. Limitless Extensibility — Add Any Skill - Query and register cloud-based MCP servers (e.g., from Smithery). - One-click import to use prebuilt MCP servers from GitHub. - Add custom AI skills directly on your phone using sandboxed JavaScript. - Create Python MCP servers on desktop (Node.js coming later). Agentic Workflows & Automation - Run agents manually with any tool combination — local file output included. - Schedule cron-based recurring agents that run completely independently in the background. - Advanced output channels: Email, Slack, WhatsApp with zipped attachments, SFTP. - Validate agents interactively before scheduling them. - Chain agents together conditionally to build complex agentic workflows. Privacy First NO TealKit Cloud servers for your private data. Your files, settings, and credentials remain in your device's secure storage. You choose the third-party providers. (See privacy policy).

neoloopy is a local-first tool for systems thinking. Map any system as a causal-loop diagram, let neoloopy find the feedback loops that drive it, grow a Graph: a system map that holds your ideas next to live references to your models, variables, loops, and concepts — and model a process as a Petri net and keep every run as evidence. PROCESSES — PETRI NETS (PRO) • Draw a process on the canvas: places hold tokens, transitions fire, arcs connect them. • Check a draft's health before you run it. Missing data, disconnected elements and undocumented meanings are listed; the draft tells you when it is executable. • Step the process and keep the run. Every run is immutable, pinned to the exact source revision it ran from, and replays the same way every time. • Document each element's meaning in Process Docs, right next to the drawing. • Export a process with its saved source, runs and analyses, and import it elsewhere with an explicit identity decision — create, replace or duplicate. • Part of Pro; included for everyone during the launch period. What you build stays free to open and replay. GRAPH — YOUR SYSTEM MAP • Put an idea on the canvas and link it to the real thing: a model, a variable, a loop, a concept from your vault. References stay live, so the map is never a stale drawing of your thinking. • Focus on one node and the map re-centers around it. A +N badge counts its hidden relations — tap to bring them in, tap again to prune. • Search the structure. The board lists every node and relation with search and filters, so a hundred-node map is still navigable on a phone. • Plain files. Every graph is a Markdown note in your vault, and graphs import from and export to Cypher for tools that speak property graphs. CAUSAL LOOPS, FOUND FOR YOU • Draw a variable, connect causes to effects, and mark each link same-direction (+) or opposite (−). neoloopy continuously detects every closed feedback loop and badges it Reinforcing (R) or Balancing (B) — the heart of how systems grow, stall, and stabilize. • Recognize the patterns. Classic archetypes like Limits to Growth and Tragedy of the Commons surface when your structure matches them. • Read the dynamics. Mark delays, flag virtuous vs. vicious cycles, and see how much of your model sits inside feedback loops. • See an edit's impact before you commit it: which loops it creates and which it breaks. • Annotate richly. Write a note on any loop or variable to capture what it means and why it matters. STOCKS AND FLOWS • When a map is ready for more, draw it in stock-and-flow notation on the same canvas — stocks as tanks, flows as channels — and export the result as SVG. ENGAGE — BUILD FROM YOUR INTENT • Tell Engage what you want a model to help you understand or decide. It asks one model-specific question at a time until the next useful increment is clear — not a generic checklist. • Guidance stays scoped to the model in front of you, so it asks about what your model actually depends on. • Pick a journey up where you left it, or end it and start another. LEARN AS YOU GO • A built-in systems-thinking glossary explains every term — causal link, polarity, delay, reinforcing, balancing — right where you need it. LOCAL-FIRST BY DESIGN • No account required. Download it and work offline. • Your models and graphs are plain Markdown files in a folder on your device — yours to keep, back up, and open in other tools. • Obsidian-compatible vault format. Your thinking is never locked in. • Search languages: English is always on; turn on Korean for a vault and its search index covers Korean text as well. • No ads, no tracking, no analytics inside the app. • Optional cross-device Sync (in development) is end-to-end encrypted: notes are encrypted on your device before they ever leave it, so we relay only ciphertext and cannot read your models. Map a business, a habit, a team, an ecosystem, a policy, a process — anything with moving parts that affect each other. Think in loops, and keep the map.