codebase-memory-mcp vs screenpipe

Side-by-side comparison of two AI agent tools

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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screenpipeopen-source

YC (S26) | Open Computer History | Record your screen continuously locally and provide context to your agents (Claude, Codex, Openclaw, Hermes, Runner...)

Metrics

codebase-memory-mcpscreenpipe
Stars45.6k21.8k
Star velocity /mo3.8k1.8k
Commits (90d)2.1k2.8k
Releases (6m)1010
Overall score0.9122981237739860.8727681175444836

FAQ

Which is more popular, codebase-memory-mcp or screenpipe?
codebase-memory-mcp has more GitHub stars (45,551 vs 21,783).
Which is more actively developed, codebase-memory-mcp or screenpipe?
screenpipe had more commits in the last 90 days (2,832 vs 2,093).
Should I use codebase-memory-mcp or screenpipe?
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.
codebase-memory-mcp vs screenpipe (2026): GitHub Stats, Features & Which to Choose