cymbal-air-toolbox-demo vs Forge

cymbal-air-toolbox-demo ranks higher on current evidence: 1 commit in the last 90 days, none in the last 30.

cymbal-air-toolbox-demoForge
GradeBC
VerdictSteady1 major behindActive2+ majors behind
Category rank#38#43
ModelFreeFree
Commits, 90 days125
Contributors, 90 days11
Last activityAug 14, 2026Oct 6, 2026
Listed priceFreeFree
Evidence sourceCodeCode
Latest releasev0.5.0—
LicenseApache-2.0MIT
FastAPI0.118.0 (latest 0.146.0)0.115.0 (latest 0.146.0)
LangChain0.3.25 (latest 1.4.6)1.3.0 ✓
LangGraph0.4.8 (latest 1.2.16)1.2.0 ✓
pandas3.0.0 ✓—
Pydantic2.9.0 ✓2.9.0 ✓
Next.js—14.2.18 (latest 16.4.2)
TypeScript—5.6.3 (latest 7.0.2)
React—18.3.1 (latest 19.3.1)
SQLAlchemy—2.0.36 ✓
FrameworkFastAPINext.js, FastAPI
AILangChain, LangGraphLangChain, LangGraph
API layerPydantic, UvicornPydantic, Uvicorn
Database / ORM—SQLAlchemy, Alembic
Testing—Vitest

Evidence checked . ✓ = on the latest major version. "Claimed" = a version the vendor's public pages mention, not verified code. Evidence as of Oct 19, 2026. Rankings never depend on affiliate or paid status. Method.