# Mars MCP Backend Analyzer

> Mars MCP Backend Analyzer — marshel2727-mars-mcp-backend-analyzer. Use this tool when you need to analyze Python backend projects efficiently, reducing token usage for AI clients. The Mars MCP Backend Analyzer provides a local, read-only server that scans, maps, and selectively reads files, solving issues related to excessive token consumption. It offers a simple interface for inputs and outputs, making it ideal for use cases where minimizing token usage is crucial.

Canonical page: https://skillsregistry.net/skills/marshel2727-mars-mcp-backend-analyzer  
JSON: https://api.skillsregistry.net/v1/skills/marshel2727-mars-mcp-backend-analyzer

## Description

A local, read-only MCP server that analyzes Python backend projects by providing tools to scan, map, and selectively read files, reducing token usage for AI clients.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** maps-location
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/otnkkwujf3)
- **Repository:** <https://github.com/Marshel2727/Mars-MCP-backend-analyzer>

## 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": "marshel2727-mars-mcp-backend-analyzer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/marshel2727-mars-mcp-backend-analyzer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/marshel2727-mars-mcp-backend-analyzer/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