How does the tool determine if a hashtag count is optimal?

The `validate_platform_fit` tool compares your provided list against established best practices for specific platforms like Instagram and X, recommending whether to add or prune tags.

Can I check if my hashtags are easy to read?

Yes, using `evaluate_tag_structure`, you can identify tags that lack proper capitalization (CamelCase) or exceed recommended length limits.

How do I prevent my hashtags from being flagged as spam?

You can use `scan_for_spam_patterns` to check your hashtag set against a list of banned words and identify suspicious character patterns that might trigger platform filters.

Hashtag Effectiveness Analyzer MCP Connector for Claude

A+

Evaluate hashtag sets for platform optimization, readability, and safety.

5 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

The Hashtag Effectiveness Analyzer provides a comprehensive suite of tools to optimize your social media reach. Use validate_platform_fit to ensure your hashtag count matches platform best practices for Instagram, X, LinkedIn, or TikTok. Improve engagement with evaluate_tag_structure by checking for CamelCase readability and appropriate length. Maintain brand identity using calculate_composition_ratio to balance branded and generic tags. Ensure quality with detect_redundancy to remove duplicates and scan_for_spam_patterns to protect your account from shadowbanning.

hashtagssocial-mediaengagementseomarketing-automation

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_7avAuECnM3t1Eajf3of4imJIVbvAJNg9crAGJ8nd/mcp

② Claude Code (terminal)

claude mcp add --transport http hashtag-effectiveness-analyzer https://edge.vinkius.com/vk_preview_7avAuECnM3t1Eajf3of4imJIVbvAJNg9crAGJ8nd/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "hashtag-effectiveness-analyzer": {
      "url": "https://edge.vinkius.com/vk_preview_7avAuECnM3t1Eajf3of4imJIVbvAJNg9crAGJ8nd/mcp"
    }
  }
}

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