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Serena

@oraios

a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)
Overview

What is Serena?

Serena is a powerful AI coding tool that acts as a coding agent, integrating with existing large language models (LLMs) to provide semantic code retrieval and editing capabilities directly on your codebase.

How to use Serena?

To use Serena, you can integrate it with your preferred LLM by setting up an MCP server or using the Agno framework. Follow the installation instructions provided in the documentation to configure it for your project.

Key features of Serena?

  • Fully-featured coding agent that works directly on your codebase.
  • Integrates with existing LLMs for enhanced coding capabilities.
  • Free to use without additional API keys or subscriptions.
  • Supports multiple programming languages through language servers.

Use cases of Serena?

  1. Analyzing and editing code in large projects.
  2. Assisting in coding tasks such as planning, writing, and executing code.
  3. Providing semantic code retrieval and editing tools for developers.

FAQ from Serena?

  • Is Serena really free to use?

Yes! Serena is free to use and does not require any subscriptions or API keys.

  • What programming languages does Serena support?

Serena provides direct support for Python, Java, and TypeScript, with indirect support for Ruby, Go, and C#.

  • How can I integrate Serena with my LLM?

You can integrate Serena using the model context protocol (MCP) or the Agno framework, following the setup instructions in the documentation.

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