oraios/serena
A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)
This project helps developers by providing an 'IDE' for their AI coding agents, allowing agents to understand, retrieve, edit, and refactor code more efficiently and reliably. It takes in code and instructions from an AI client (like Claude Code or a VSCode plugin) via the Model Context Protocol (MCP), and outputs precise code modifications or information, making the AI agent's work faster and more accurate in complex codebases. It is designed for software developers who use AI agents to assist with coding tasks.
21,348 stars and 13,130 monthly downloads. Actively maintained with 279 commits in the last 30 days. Available on PyPI.
Use this if you are a software developer leveraging AI coding agents and want them to perform complex code understanding, editing, and refactoring tasks with greater accuracy and speed, especially in large projects.
Not ideal if you are not using AI coding agents, or if your primary need is for basic text search and replace rather than symbolic code understanding and manipulation.
Stars
21,348
Forks
1,445
Language
Python
License
MIT
Category
Last pushed
Mar 10, 2026
Monthly downloads
13,130
Commits (30d)
279
Dependencies
32
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