by oraios · MCP Server · ★ 25.5k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
:rocket: Serena is a powerful coding agent toolkit capable of turning an LLM into a fully-featured agent that works directly on your codebase. Unlike most other tools, it is not tied to an LLM, framework or an interface, making it easy to use it in a variety of ways. :wrench: Serena provides essential semantic code retrieval and editing tools that are akin to an IDE's capabilities, extracting code entities at the symbol level and exploiting relational structure. When combined with an existing coding agent, these tools greatly enhance (token) efficiency. :free: Serena is free & open-source, enhancing the capabilities of LLMs you already have access to free of charge. You can think of Serena as providing IDE-like tools to your LLM/coding agent. With it, the agent no longer needs to read entire files, perform grep-like searches or basic string replacements to find the right parts of the code and to edit code. Instead, it can use code-centric tools like , and . Serena is under active development! See the latest updates, upcoming features, and lessons learned to stay up to date. <img src="https://img.
| Stars | 25,547 |
| Forks | 1,709 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 43.936/100 |
| Open Issues | 131 |
| Last Updated | 2026-06-19 |
| Created | 2025-03-23 |
| Platforms | claude-code, codex, mcp, python |
| Est. Tokens | ~16k |
These tools work well together with serena for enhanced workflows:
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serena is A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. It is categorized as a MCP Server with 25.5k GitHub stars.
serena is primarily written in Python. It covers topics such as agent, ai, ai-coding.
You can find installation instructions and usage details in the serena GitHub repository at github.com/oraios/serena. The project has 25.5k stars and 1709 forks, indicating an active community.
serena is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to serena on Agent Skills Hub include oh-my-openagent, ruflo, claude-code-best-practice. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.