Mcp Server Commands vs Codebase Memory
For the Build phase, Mcp Server Commands leads Codebase Memory on adoption - 38.3k vs 36k GitHub stars. Both are mcp servers; pick by fit, not just rank - the full side-by-side is below.
A side-by-side comparison of two mcp server options for the Build phase - adoption, what each is for, and how to install them.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub.
Mcp Server Commands vs Codebase Memory
| Mcp Server Commands | Codebase Memory | |
|---|---|---|
| GitHub stars | 38.3k | 36k |
| Installs | 0 | 0 |
| Adoption rank (this phase) | #5 | #7 |
| Built for | Claude Code | Claude Code |
| What it is | An MCP server to run arbitrary commands | Persistent codebase knowledge graph. Survives session restarts and context compaction. |
| Install | claude mcp add McpServerCommands -- npx -y bytedance/UI-TARS-desktop | claude mcp add CodebaseMemory -- npx -y DeusData/codebase-memory-mcp |
Common questions
Mcp Server Commands vs Codebase Memory: which is better for build?
Mcp Server Commands ranks higher by adoption (38.3k vs 36k GitHub stars), but both are mcp servers for the Build phase - choose by fit.
How do I install Mcp Server Commands?
Run: claude mcp add McpServerCommands -- npx -y bytedance/UI-TARS-desktop
How do I install Codebase Memory?
Run: claude mcp add CodebaseMemory -- npx -y DeusData/codebase-memory-mcp
More for the Build phase
See the full ranked shortlist of best mcp server options for build, browse every MCP Servers, or open the Build phase hub.