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serena

Observation pool · not formally ranked

This project does not currently meet the main index requirement of two current dimensions across two source types.

Not ranked
Observed adoptionMissing
MomentumCurrent · 2026-09-12
80
AttentionCurrent · 2026-09-12
63
Signal confidence Based on how many independent score dimensions currently have data.
Medium2/3 · 1 source types

Methodology v2.0 · snapshot 2026-09-12 · stale after 2 days

About

operating at the symbol level and exploiting relational structure.

Serena's agent-first tool design involves robust high-level abstractions, distinguishing it from approaches that rely on low-level concepts like line numbers or primitive search patterns.

Practically, this means that your agent operates faster, more efficiently and more reliably, especially in larger and more complex codebases.

Do not install Serena via an MCP or plugin marketplace! They contain outdated and suboptimal installation commands. Instead, follow our Quick Start instructions.

:tv: Longer video: Introduction to Serena in 5 Minutes (YouTube)

While it is humans who download and set up Serena, our end users are…

Across sources

29.2k Stars
  • Stars 29.2k
  • Forks 2.0k
  • Commits 3.3k
  • Releases 16