GitHub repo

oraios/serena

Python Tracked since 2025-03-23 Updated 2026-07-16 View source ↗

#99 of 783 by Stars among GitHub repos

26.5k Stars

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

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 They contain outdated and suboptimal installation commands.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…

Excerpted from github.com/oraios/serena

Latest metrics

Stars 26.5k 2026-07-16
Forks 1.8k 2026-07-16
Commits 3.1k 2026-07-16
Releases 13 2026-07-16
Watchers 82 2026-07-16
Open issues 77 2026-07-16
Open PRs 39 2026-07-16