uag — Universal AI Gateway
Universal AI Gateway — Your environment, your freedom.
File ops / Web search / Image generation & analysis / PDF & Excel extraction / IoT control / MCP integration
15+ providers / 3 UIs / Parallel tool execution / Agent Skills marketplace
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Why uag?
Break free from vendor lock-in. Most AI assistants tie you to a specific provider or cloud service. uag is different.
- Runs locally on your machine. Your data stays with you (except API calls you make).
- Provider freedom: OpenAI, Claude, Gemini, DeepSeek, Ollama, Azure, Bedrock... 15+ providers, all accessible from a single interface. Swap between them by reconfiguring environment variables — no reinstall, no migration.
- 116 tools: File I/O, web search, image generation, Gmail, BLE device scanning, MCP server integration — 67 are parallel-safe (up to 8 execute concurrently via thread pool, configurable via
UAGENT_PARALLEL_WORKERS). When the LLM fires multiple tool calls at once, uag automatically parallelizes them. - 3 UIs + A2A: CLI, GUI, Web, and Agent-to-Agent protocol. Same engine, any interface.
- IoT ready: SwitchBot, ECHONET Lite, Matter, UPnP — control your home devices through AI.
- Agent Skills: Install community-built skills from the marketplace. Extend uag endlessly.
uag is your AI assistant on your terms. Not tied to a provider, not tied to an interface, not tied to a platform.
Quick Start
pip install uag
uag
On first launch, the setup wizard walks you through provider configuration. See ENVIRONMENT.md for all environment variables.
Features
🧠 Multi-Provider Architecture
OpenAI / Azure / Bedrock / OpenRouter / Ollama / Gemini / Vertex AI / Claude / Grok / NVIDIA / DeepSeek / Z.AI (Zhipu AI) / Alibaba Cloud (Qwen) / KIMI (Moonshot AI) / Xiaomi MiMo / LM Studio / MiniMax
All providers share the same toolset and interface. Switch by setting UAGENT_PROVIDER — no code changes, no separate installations.
⚡ Parallel Tool Execution
When the LLM requests multiple tools simultaneously, uag automatically parallelizes them.
67 tools are marked x_parallel_safe and execute concurrently via a ThreadPoolExecutor (8 threads by default; set UAGENT_PARALLEL_WORKERS to change).
Example: Ask "Check the weather in Nordic capitals" → LLM fires search_web × 5 countries → all 5 searches run in parallel → results collected in one batch.
Read-only tools (file search, hash calculation, directory listing, translation, DB queries, etc.) are aggressively parallelized.
🔄 Session Continuity
- Switch providers mid-session with
UAGENT_PROVIDER— conversation history is preserved. - Reload past sessions with
:load <index>— pick up where you left off. - Tool result caching avoids redundant re-execution when the same tool call repeats.
🛠 116 Tools
| Category | Tools |
|---|---|
| File Operations | read/write/create/delete/search/grep/hash/zip, parse_eml (.eml files) |
| Web | fetch_url, search_web, screenshot, browser_playwright |
| Media | generate_image, analyze_image, img2img, audio_speech, audio_transcribe |
| Documents | PDF/PPTX/DOCX/RTF/ODT extraction, Excel structured extraction |
| Communication | gmail_send, gmail_read, bluesky, discord_channel, teams_webhook — see COMMUNICATION.md |
| IoT | SwitchBot (Cloud + BLE), ECHONET Lite, Matter, UPnP |
| Dev Tools | git_ops, python_compile, lint_format, run_tests, db_query, 11 source code navigators (idx family) |
| MCP | Connect to external MCP servers, list tools, execute |
| A2A | Agent-to-agent communication (with other uag instances or A2A-compatible servers) |
| System | env vars, system specs, time, date calculation |
| Source Nav | 11 idx tools for Python, TypeScript, Java, C#, Dart, C/C++, Rust, Go, Swift, Kotlin — get a function/class index or specific definition without reading the whole file |
🖥 3 Interfaces + A2A
| Mode | Command | Purpose |
|---|---|---|
| CLI | uag |
Fast terminal-based operation |
| GUI | uagg |
Desktop UI via tkinter |
| Web | uagw |
Browser-based access |
| A2A Server | uaga |
Agent2Agent protocol for multi-agent communication |
🏠 IoT Device Control
- SwitchBot: Cloud batch control & BLE scan/control
- ECHONET Lite: Discover and control home appliances (AC, lights, water heaters, etc.) on local network
- Matter: Read-only inspection of controller/bridge/device topology
- UPnP: Device discovery & IGD port forwarding
See IOT_USECASE.md
🎯 Agent Skills Marketplace
:skills mp_search to browse SkillsMP and ClawHub for community skills.
Install and extend uag's capabilities on the fly.
🧩 Batch State Manager
uag can track progress across long-running multi-file tasks. When the LLM processes dozens of files, batch_state persists the list of pending, completed, and failed files to disk. If the session ends or a round times out, the next run resumes from where it stopped — nothing gets lost.
🛡 Human-in-the-Loop
human_ask lets the LLM pause and ask for your confirmation before performing destructive operations (file deletion, overwrites, shell commands). You stay in control.
🕵️ Browser Automation & Web Inspector
Two complementary Playwright-based tools:
- browser_playwright: Automate real browser sessions — navigate, click, fill forms, extract data, handle multi-page flows. Works headless or headed.
- playwright_inspector: Record browser transitions, capture DOM snapshots and screenshots at each step. Useful for debugging web interactions or auditing page changes over time.
🔄 Dynamic Tool Loading
tool_catalog and tool_load let you discover and enable tools at runtime.
No need to load everything at startup — activate only what you need, when you need it.
🌐 i18n / L10n
日本語 / English / 简体中文 / 繁體中文 / 한국어 / Español / Français / Русский / and more.
Set UAGENT_LANG to switch. See ADD_LOCALE.md to add a new locale.
Translations of this README are available in docs/README.translations.md.
🔒 Encrypted Environment Variables
Store API keys and secrets in .env.sec — an encrypted .env file.
Manage with uag_envsec.
Configuration & Details
- Environment variables: ENVIRONMENT.md
- Setup wizard:
python -m uagent.setup_cli - Encrypted env:
uag_envsec— encrypt.envas.env.sec - Responses API: Set
UAGENT_RESPONSES=1for Responses API mode (OpenAI/Azure/Bedrock/OpenRouter/Ollama/LM Studio) - Developer docs: DEVELOP.md
- Small LLM tips: SLM_TIPS.md
Project Philosophy
uag aspires to be your AI, on your machine, on your terms.
- No SaaS dependency — runs locally
- No provider lock-in — switch anytime
- No UI lock-in — CLI / GUI / Web / A2A
- No feature lock-in — extend with tools and skills
A free AI agent experience, free from vendor lock-in.
1 maintainer
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