# Serena MCP Server

> Use this tool when you need to efficiently navigate and edit large codebases with precision, leveraging semantic code retrieval and editing capabilities. The Serena MCP Server provides IDE-like functionality for LLMs via the Model Context Protocol, enabling accurate code understanding and manipulation. Ideal for use cases requiring detailed code analysis and modification, it accepts codebase inputs and outputs edited code snippets.

Canonical page: https://skillsregistry.net/skills/raheem-19-serena-optimized  
JSON: https://api.skillsregistry.net/v1/skills/raheem-19-serena-optimized

## Description

Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling precise code understanding and manipulation in large codebases via the Model Context Protocol.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kk4doesio8)
- **Repository:** <https://github.com/Raheem-19/serena-optimized>

## 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": "raheem-19-serena-optimized"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/raheem-19-serena-optimized` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/raheem-19-serena-optimized/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