Verified project record

tailcallhq/forgecode

tailcallhq/forgecode is a terminal-based AI coding agent that supports multiple LLM providers for code understanding, implementation, debugging, and git operations. It offers three interaction modes—an interactive TUI, a one-shot CLI, and a ZSH plugin—so developers can stay inside their existing terminal workflows.

Project overview

By running entirely in the terminal with configurable multi-provider LLM support, the project brings an AI-assisted development loop to developers who want full control without leaving the command line.

Project type: MCP · AI Coding
Use cases: Coding & Development
Deployment: Refer to project documentation
License: Apache-2.0

Best for

Developers who want an AI coding environment that operates directly in the terminal and supports multiple LLM providers.
Teams that need flexible interaction modes such as an interactive TUI for multi-step work, a one-shot CLI for scripting, and a ZSH plugin for shell integration.

Key capabilities

Enables configuration and usage of multiple LLM providers like OpenAI, Anthropic, and OpenRouter.
A persistent terminal UI session allowing conversational loops with the AI to perform multi-step development tasks.
Runs a single prompt and exits, useful for scripting, piping output, or quick tasks.
Generates git commit messages based on diffs.

Limitations and risks

Using the tool requires external LLM provider credentials, which may incur costs.

Getting started

Setup is considered easy: run the curl installation script to install the binary, start the application, and configure provider credentials interactively.

Evidence and sources

GitHub project description: AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models
README: ⚒️ Forge: AI-Enhanced Terminal Development Environment
README: Forge is designed for developers who want to enhance their workflow with AI assistance while maintaining full control over their development environment.
README: Forge helps you code faster, solve complex problems, and learn new technologies without leaving your terminal.
Release: v2.13.17

Reviewed at: 2026-07-15T12:27:15Z