serena MCP Server
oraios/serena
[](https://agentrank-ai.com/tool/oraios--serena/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
oraios/serena is a Python tool. A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent Topics: agent, ai, vibe-coding, mcp-server, ai-coding, language-server, programming, claude, claude-code, codex, ide, jetbrains.
Ranked #385 out of 24846 indexed tools.
In the top 2% of all indexed tools.
Has 30,220 GitHub stars.
Has 243 contributors.
Ecosystem
Score Breakdown
30,220 stars → extremely popular
Last commit 15d ago → recently updated
821/922 issues closed → responsive maintainer
243 contributors → active community
No dependents → no downstream usage
1,845 weekly installs → gaining traction
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
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From the README
<p align="center" style="text-align:center;">
</p>
<h3 align="center">
The IDE for Your Coding Agent
</h3>
<div align="center">
<a href="https://discord.com/invite/cVUNQmnV4r"></a>
<a href="https://github.com/oraios/serena/blob/main/LICENSE"></a>
</div>
<br>
* Serena provides essential **semantic code retrieval, editing, refactoring and debugging tools** that are akin to an IDE's capabilities,
operating at the symbol level and exploiting relational structure.
* It integrates with any client/LLM via the model context protocol (**MCP**).
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.
> [!IMPORTANT]
> Do not install Serena via an MCP or plugin marketplace! They contain outdated a Read full README on GitHub → Get the weekly AgentRank digest
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