LLM Observability — AI projects ranked by growth
17 tracked AI & agent projects in the LLM Observability domain, ranked weekly by growth signals computed from daily GitHub, npm, and PyPI snapshots.
Data as of 2026-07-19 · scores for week of 2026-07-20 · updated weekly
All LLM Observability projects, ranked
| # | Project | Category | Signal | Score | Δ★ 7d | Total ★ |
|---|---|---|---|---|---|---|
| 1 | llmtrim ↗ | mcp-server | Stable | 80 | +12 | 169 |
| 2 | bvisible/mcp-ssh-manager ↗ | mcp-server | 🔥 Trending | 78 | +22 | 365 |
| 3 | HomeLab Monitor ↗ | ai-agent | Stable | 58 | +9 | 159 |
| 4 | LiteLLM ↗ | ai-infrastructure | Stable | 41 | +735 | 53,981 |
| 5 | Composio ↗ | agent-framework | Stable | 39 | +104 | 29,285 |
| 6 | io.github.dynatrace-oss/Dynatrace-mcp ↗ | mcp-server | Stable | 36 | +3 | 132 |
| 7 | Zabbix MCP Server ↗ | mcp-server | Stable | 30 | +6 | 155 |
| 8 | SuperAGI ↗ | ai-agent | Stable | 20 | +11 | 17,626 |
| 9 | io.github.VictoriaMetrics/mcp-victoriametrics ↗ | mcp-server | Stable | 16 | +2 | 191 |
| 10 | spring-ai-playground ↗ | ai-agent | Stable | 12 | +1 | 127 |
| 11 | MCP PostgreSQL Operations ↗ | mcp-server | Stable | 9 | +0 | 153 |
| 12 | ack-mcp-server ↗ | mcp-server | Stable | 5 | +1 | 116 |
| 13 | pezzo ↗ | ai-infrastructure | Stable | 1 | +3 | 3,256 |
| 14 | LLMStack ↗ | agent-framework | Stable | 0 | +1 | 2,307 |
| 15 | Golf ↗ | agent-framework | Stable | 0 | +0 | 834 |
| 16 | M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ↗ | ai-infrastructure | Stable | 0 | +0 | 277 |
| 17 | langfuse/mcp-server-langfuse ↗ | mcp-server | Stable | 0 | +0 | 168 |