Python · MIT
rakeshnitb23/toolism
Measure and safely cut the token cost of LLM tool and MCP schemas, with equivalence checking and a CI gate.
★ 54
Stars
29 forks · 63 open issues
+4.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
23.6
Momentum / 100
see the breakdown below
23d ago
Created
last push 5d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.8 | +4.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.8 | last push 5d ago; decays to zero at 180 days |
| Scale | 15 | 5.0 | 54 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 23.6 | sum of the above |
Detail
| Topics | ai-agentsanthropicclifunction-callinggithub-actionjson-schemallmmcpmodel-context-protocolopenaipythontoken-optimizationtokenstool-calling |
| Matched on | Agent Skills & MCP (function-calling, model-context-protocol) |
| Short window | +4 stars over 7 days = 0.6/day |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 2.68 stars/day over 20 days |
| First seen here | 2026-10-25 |
| Last read | 2d ago |