Python · MIT

antoinezambelli/forge

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

GitHub ↗ AI Agents Agent Skills & MCP Dev Tools

★ 2.3k

Stars

174 forks · 2 open issues

+1.0/wk

Growth · measured

Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.

25.6

Momentum / 100

see the breakdown below

8mo ago

Created

last push 6d ago

Star history

2026-10-10 2.3k → 2.3k stars +11 over 26 days 2026-11-05

Component	Weight	Earned	Why
Velocity	55	1.1	+1.0/wk, log-scaled against a 750/day ceiling
Acceleration	15	0.0	last week ran 0.34× the monthly pace
Freshness	15	14.7	last push 6d ago; decays to zero at 180 days
Scale	15	9.7	2.3k stars, log-scaled against 150k — stops a 3-star repo topping the board
Momentum	100	25.6	sum of the above

Topics	agentic-aiagentic-workflowagentsfunction-callingllama-cppllamafilellmollamapythonself-hostedtool-calling
Matched on	AI Agents (agentic-ai) Agent Skills & MCP (function-calling) Dev Tools (self-hosted)
Short window	+1 stars over 7 days = 0.1/day
Long window	+11 stars over 26 days = 0.4/day
Lifetime average	8.66 stars/day over 262 days
First seen here	2026-10-11
Last read	2d ago