Magical tools for data.
AI sales engagement for email, LinkedIn, SMS & calls. Open APIs, SDKs, and MCP server for developers building on Reply. Builders of Jason, the AI SDR.
Mage vs Reply
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Mage (Magical tools for data.) and Reply (AI sales engagement for email, LinkedIn, SMS & calls. Open APIs, SDKs, and MCP server for developers building on Reply. Builders of Jason, the AI SDR.) both appear on the Smoower Developer Ecosystem Index.
Mage (rank #485) holds a narrow lead over Reply (rank #662) on the overall Smoower ecosystem score (38 vs 32). The gap of 6 points reflects composite signals across code, docs, community and reach.
On community (issue response, PR reviews and discussion health), Mage is clearly ahead of Reply. On reach (how visible the ecosystem is beyond its own repos), Mage is clearly ahead of Reply. On momentum (release cadence and how fast the ecosystem moves), Reply is clearly ahead of Mage.
Mage carries 9,079 GitHub stars across 44 public repos, with 8 repositories active in the last 90 days and 22 external contributors on record. Reply shows 0 stars across 3 public repos, 2 active in the last 90 days and 0 external contributors.
Mage is the stronger read for anyone weighting community. Reply looks better where momentum is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.
Side-by-side metrics
| Metric | Mage | Reply |
|---|---|---|
| Ranking | ||
| Overall rank | #485 | #662 |
| Pillars | ||
| Overall | 38 | 32 |
| Code | 34 | 34 |
| Education | 71 | 71 |
| Community | 38 | 5 |
| Reach | 40 | 12 |
| Momentum | 16 | 60 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 9,079 | 0 |
| Forks | 1,538 | 1 |
| Public repos | 44 | 3 |
| Active repos (90d) | 8 | 2 |
| External contributors | 22 | 0 |
| Avg polish | 42 | 38 |
| Avg AI-readiness | 15 | 30 |