Head-to-head · Build phase · MCP Server
Codebase Memory MCP vs Scrapling MCP
For the Build phase, Scrapling MCP leads Codebase Memory MCP on adoption - 91k vs 47.9k 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.
Codebase Memory MCP vs Scrapling MCP
| Codebase Memory MCP | Scrapling MCP | |
|---|---|---|
| GitHub stars | 47.9k | 91k |
| Installs | 0 | 0 |
| Adoption rank (this phase) | #6 | #3 |
| Built for | Claude Code | Claude Code |
| What it is | Persistent codebase knowledge graph. Survives session restarts and context compaction. | Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. |
| Install | - | - |
Common questions
Codebase Memory MCP vs Scrapling MCP: which is better for build?
Scrapling MCP ranks higher by adoption (91k vs 47.9k GitHub stars), but both are mcp servers for the Build phase - choose by fit.
How do I install Codebase Memory MCP?
See the Codebase Memory MCP listing for install steps.
How do I install Scrapling MCP?
See the Scrapling MCP listing for install steps.
More for the Build phase
See the full ranked shortlist of best mcp server options for build, browse every MCP Servers, or see every best-of shortlist.