codebase-memory-mcp vs serena
Side-by-side comparison of two AI agent tools
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codebase-memory-mcpopen-source
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries
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serenaopen-source
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Metrics
| codebase-memory-mcp | serena | |
|---|---|---|
| Stars | 45.6k | 29.9k |
| Star velocity /mo | 3.8k | 2.5k |
| Commits (90d) | 2.1k | 415 |
| Releases (6m) | 10 | 10 |
| Overall score | 0.912298123773986 | 0.8445721071380045 |
FAQ
- Which is more popular, codebase-memory-mcp or serena?
- codebase-memory-mcp has more GitHub stars (45,551 vs 29,917).
- Which is more actively developed, codebase-memory-mcp or serena?
- codebase-memory-mcp had more commits in the last 90 days (2,093 vs 415).
- Should I use codebase-memory-mcp or serena?
- Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.