# X Algorithm Toolkit

> Use this tool when you need to analyze and score tweets based on complex criteria, solving problems such as sentiment analysis, spam detection, and content evaluation. The X Algorithm Toolkit takes in tweet data and outputs a scored result, utilizing 22 signals, 18 filters, and 11 tools to provide accurate assessments. Ideal for social media monitoring, customer service, and market research applications.

Canonical page: https://skillsregistry.net/skills/mrchartist-x-algorithm-toolkit  
JSON: https://api.skillsregistry.net/v1/skills/mrchartist-x-algorithm-toolkit

## Description

Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 tools

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/tcr9i0p4bn)
- **Repository:** <https://github.com/MrChartist/x-algorithm-toolkit>

## 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": "mrchartist-x-algorithm-toolkit"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mrchartist-x-algorithm-toolkit` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mrchartist-x-algorithm-toolkit/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