# Core Capabilities

What Agenvoy can do at a glance, plus the browser dashboard and the chatbot channels it answers on.

## Core capabilities

| Capability | Description |
| :--- | :--- |
| Auto tool generation | Builds and saves tools when they're missing |
| Self-scheduling | Create cron jobs with a single sentence |
| Long-term memory | Retains key info and context |
| File search | Answers from your local files |
| Sub-Agent | Multi-agent collaboration |
| MCP client | Connect to external MCP services via official go-sdk (live tool refresh) |
| MCP server | Expose sandboxed tools to any MCP-compatible agent |
| Reasoning guides | On-demand rules via `reasoning_guide(topics=[...])`, several topics in one call |
| Tool Market | Share and install tools |
| Image generation | Generate images through a configured provider |
| Live command output | Stream `run_command` progress to the TUI and Web dashboard |
| Background tasks | Run long commands and research legs in the background from the TUI (`background_command`, `background_subagents`), with reports going to the task while it is open (v1.3.0); since v1.3.8 a group whose task has ended runs its own next step once every leg finishes, and the TUI shows running legs and cancels them with `Esc`. WebSocket watches (`run_websocket`) were Removed in v1.3.2 |
| Decision model | An optional fast classifier (TypeSafe or OpenRouter) that judges flagged background-command output and drops unrelated search results and page noise before they reach the model (v1.3.1) |
| Secure file boundary | Confirm sensitive paths (plain confirmation) and out-of-home access (system password) before granting them; in `auto` mode, writes outside the working directory and irreversible commands still ask (v1.3.7) |
| MCP OAuth | Log in to HTTP MCP servers and persist tokens in the OS keychain |
| Transcription | Audio and video to text |
| Self-improvement | Auto-fixes after execution failures |

Knowledge notes (operator notes) were removed in v1.0.23; keep reference material in files and use File search instead.

## Drive Your Agent From the Browser

Manage sessions, tools, schedules, and memory from a browser. The dashboard ships inside the binary — start the daemon and open http://127.0.0.1:17989. It is served by your own machine, so nothing leaves your device.

<p align="center">
  <a href="https://youtu.be/oaXxrTNvLaU">
    <img src="https://img.youtube.com/vi/oaXxrTNvLaU/maxresdefault.jpg" alt="Agenvoy Web Dashboard demo" width="640">
  </a>
</p>

## Chatbot Integrations

Agenvoy currently supports **Telegram and Discord** as chatbot channels. The local daemon initiates outbound connections to these platforms, so you only need to configure a bot token—without exposing inbound ports, setting up a reverse proxy, or making your host public. While a task is running, new messages steer it; start a separate task with `/new <message>` (listed in Telegram's command menu).

Since **v0.34.4**, Telegram and Discord have paused the default flow that automatically replies to voice input with voice output. You can still use STT/TTS tools to generate audio and send the resulting audio files to either channel.