# tailcallhq/forgecode

AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models

Repository: https://github.com/tailcallhq/forgecode
Canonical: https://ross.abutalabs.com/products/forgecode
Homepage: https://forgecode.dev
Language: Rust
License: Apache-2.0
License Family: permissive
Topics: ai-workflows, artifical-intelligense, claude-3-7-sonnet, command-line, multi-agent-reinforcement-learning, shell, grok, open-router, openai, qwen, claude-4, claude-4-sonnet, ai-pair-programming, llm, cli-assistant, open-source-claude-code
Last push: 2026-08-26T16:46:50+00:00

## Health v2 (maintenance only)
Score: 83/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 99, release rhythm 83, longevity 45
- inputs: {"age_days": 633, "days_push": 7, "days_rel": 33, "gap_med": 0, "n_releases_24m": 374}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 7513, forks 1443 (observed 2026-08-28T04:10:00.414932+00:00)

## What it is
ForgeCode is an open-source, Rust-based CLI coding agent (AI pair programmer) that integrates LLMs from 300+ providers directly into the terminal, with an interactive TUI, one-shot CLI mode, and a ZSH plugin using a `:` prefix. It offers specialized sub-agents (muse, forge, sage) for planning, implementation, and research, plus a hosted context engine with semantic codebase search.

## Use cases
- refactor code with AI help without leaving my zsh shell
- use Claude or GPT as a pair programmer in the terminal
- open-source alternative to Claude Code that supports many LLM providers
- have an AI agent research and explain my codebase
- plan and implement changes with specialized AI sub-agents
- switch between reasoning and fast models mid-session
- index my repo for semantic code search

## When to choose
- you want a terminal-native coding agent with multi-provider model support
- you live in zsh and want AI prompts alongside your aliases and shell tools
- you need an open-source Claude Code alternative with sub-agent workflows
- you want semantic codebase search and context management for large repos

## When to avoid
- you need a GUI-based AI IDE experience
- you are unwilling to send code to a hosted indexing service for semantic search
- you do not use zsh or a Unix-like shell environment
- you require fully offline operation with no cloud dependency

## Facets
- artifact type: cli-tool
- maturity: active
- function: agent-framework, llm-inference, cli, developer-tools, mcp, rag
- domain: developer-tools, artificial-intelligence, large-language-models
- platform: windows, cli, rust
- tags: ai-pair-programming, coding-agent, zsh-plugin, terminal-ui, multi-provider, open-source-claude-code, semantic-search, sub-agents, command-line, ai-agents, macos, linux

## Member repositories
- tailcallhq/forgecode (main) score 83

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:10:00.414932+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:37:29.882684+00:00, confidence not recorded.
  - readme: https://github.com/tailcallhq/forgecode (fetched 2026-08-28T04:10:00.414932+00:00, sha 303da5c21c4b)
  - homepage: https://forgecode.dev (fetched 2026-08-29T08:32:46.383859+00:00, sha b4129cd174f7)
  - site_page: https://forgecode.dev/docs (fetched 2026-08-29T08:32:46.393208+00:00, sha b906d5c4af47)
  - site_page: https://forgecode.dev/docs/zsh-support (fetched 2026-08-29T08:32:46.395249+00:00, sha a1fae48eb2a4)
  - site_page: https://forgecode.dev/docs/forge-services (fetched 2026-08-29T08:32:46.397050+00:00, sha 21910701fae3)
  - site_page: https://forgecode.dev/docs/model-selection-guide (fetched 2026-08-29T08:32:46.398887+00:00, sha 8d1497e1d5b8)
  - site_page: https://forgecode.dev/docs/operating-agents (fetched 2026-08-29T08:32:46.401350+00:00, sha 7916af6e4457)
  - site_page: https://forgecode.dev/releases (fetched 2026-08-29T08:32:46.403509+00:00, sha 83c629c0e8f1)
- Data as of 2026-08-30T08:39:29.467469+00:00.