# Manual Slop

Vibe coding.. but more manual

![img](./gallery/python_2026-02-21_23-37-29.png)

This tool is designed to work as an auxiliary assistant that natively interacts with your codebase via PowerShell and MCP-like file tools, supporting both Anthropic and Gemini APIs.

Features:

* Multi-provider support (Anthropic & Gemini).
* Multi-project workspace management via TOML configuration.
* Rich discussion history with branching and timestamps.
* Real-time file context aggregation and summarization.
* Integrated tool execution:
  * PowerShell scripting for file modifications.
  * MCP-like filesystem tools (read, list, search, summarize).
  * Web search and URL fetching.
* Extensive UI features:
  * Word-wrap toggles.
  * Popup text viewers for large script/output inspection.
  * Color theming and UI scaling.

## Documentation

* [docs/Readme.md](docs/Readme.md) for the interface and usage guide
* [docs/guide_tools.md](docs/guide_tools.md) for information on the AI tooling capabilities
* [docs/guide_architecture.md](docs/guide_architecture.md) for an in-depth breakdown of the codebase architecture

## Instructions

1. Make a credentials.toml in the immediate directory of your clone:

```toml
[gemini]
api_key = "****"
[anthropic]
api_key = "****"
```

2. Have fun. This is experiemntal slop.

```ps1
uv run .\gui_2.py
```