# Serena

> Use this tool when you need to efficiently navigate and modify codebases with precision, leveraging symbol-level operations to streamline coding tasks. Serena solves problems related to code retrieval and editing, enabling large language models (LLMs) to interact with codebases in a more intelligent and IDE-like manner. It takes in codebases as input and outputs modified code with improved readability and functionality.

Canonical page: https://skillsregistry.net/skills/ryota-murakami-serena  
JSON: https://api.skillsregistry.net/v1/skills/ryota-murakami-serena

## Description

A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases using symbol-level operations instead of basic file reading and string replacements.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bwqd5earyj)
- **Repository:** <https://github.com/ryota-murakami/serena>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ryota-murakami-serena"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ryota-murakami-serena` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ryota-murakami-serena/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt