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antoinezambelli/forge

antoinezambelli / forge

Dev Agents & ProgramsPythonMIT
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A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

2.3kstars
173forks
3open issues
2026-09-01last pushed
MITlicense

What it is, and how people use it

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows It sits on the Dev Agents & Programs shelf of the catalog, maintained by @antoinezambelli.

✓Drop-in for Claude Code, Codex CLI and Cursor - install and it just runs.
✓Read the SKILL.md / README first; most setups are one command from the docs.
✓Teams use it to standardise how agents behave across every repo in the org.
agentic-aiagentic-workflowagentsfunction-callingllama-cpp

Why builders keep it installedDev Agents & Programs benefits

Day-one leverage

These CLIs and dashboards solve one job well and install with a single command. Value shows up in the first hour, not after a config weekend.

Composes with your agent

Most of them ship an MCP server, skill or hooks - so the same tool you use manually becomes an action your agent can call safely.

Built under real workloads

Star counts here track repos people actually run daily: the issue history shows bug classes fixed under production pressure, not demo-week polish.

Free and open source

Every tool on this page ships under an open license and can be self-hosted. Your usage data and your configs stay yours.

Contributorsloading from GitHub…

ANantoidev153ANantoidev248ANantoidev342ANantoidev437ANantoidev532ANantoidev627ANantoidev721ANantoidev816

Languagesestimated from snapshot

  • Python 87.6%
  • Shell 12.4%

Community pulsesnapshot ratios, normalized

starsforksissues ×3watchers