Twitter/X Hashtag Validator Connector for AI agents.
2 live capabilities
Audit X hashtag density and reach for better social media engagement.
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Why people use Twitter/X Hashtag Validator
Twitter Hashtag Strategy Validator for X Marketing Audits
With this Connector, you just feed your tags to your AI client. It gives you an immediate breakdown of density, reach, and accessibility. You get a clear signal on whether your strategy works before you hit publish.
What Vinkius changes
You get a clear audit of your X hashtag strategy in seconds.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Checking hashtag limits
A social media manager wants to know if 5 hashtags are too many for a specific post.
- Real-world use case 02
Improving accessibility
A content creator wants to make sure their tags are accessible to the visually impaired.
- Real-world use case 03
Agency client reporting
A marketing agency needs to justify their hashtag choices to a client.
Complete set · 2capabilities
The complete Twitter/X Hashtag Validator capability set.
These are the exact actions your AI can choose when you ask it to work with Twitter/X Hashtag Validator.
01—02
2 capabilities in this set.
Part of 2 available through Twitter/X Hashtag Validator.
- 01 Capability
Validate hashtag strategy
This capability analyzes your hashtag list to check for proper formatting and density. It helps you make sure your tags are readable and won't trigger spam filters.
- 02 Capability
Compute shadowban score
This capability calculates the risk of being shadowbanned based on your usage patterns. It gives you a score to help you keep your account visible.
Set up in minutes
One URL. Then ask Twitter/X Hashtag Validator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Twitter/X Hashtag Validator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Twitter/X Hashtag Validator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Twitter/X Hashtag Validator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Twitter/X Hashtag Validator URL.
- Step 03
Save and start
Save the connection and enable Twitter/X Hashtag Validator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"twitter-hashtag-strategy-validator": {
"url": "https://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Twitter/X Hashtag Validator
Open Agent mode in chat and ask: "Using Twitter/X Hashtag Validator, help me...". 2 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"twitter-hashtag-strategy-validator": {
"url": "https://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Twitter/X Hashtag Validator
Ask Copilot: "Using Twitter/X Hashtag Validator, help me...". 2 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"twitter-hashtag-strategy-validator": {
"url": "https://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Twitter/X Hashtag Validator
Open Cascade and ask: "Using Twitter/X Hashtag Validator, help me...". 2 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"twitter-hashtag-strategy-validator": {
"url": "https://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Twitter/X Hashtag Validator
Ask Cline: "Using Twitter/X Hashtag Validator, help me...". 2 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add twitter-hashtag-strategy-validator --transport http "https://edge.vinkius.com/vk_preview_ZXbT8D64eC4tQ2lveiT0QwAMKu1Wj4Z577gFD35u/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Twitter/X Hashtag Validator
Ask Claude: "Using Twitter/X Hashtag Validator, show me...". 2 tools are ready
Where the request belongs
Work Twitter/X Hashtag Validator can move forward.
Social media managers who need to scale content without getting flagged, marketing agencies managing high-volume accounts, and content creators who want to make sure their reach is optimized for growth.
Social Media Manager
Audits weekly content calendars to make sure hashtag counts don't trigger spam filters.
Marketing Agency Owner
Validates client hashtag strategies to make sure reach is balanced between broad and niche.
Content Creator
Checks personal brand tags for accessibility and proper CamelCase before posting.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
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Quantify thought-leadership and authority markers in Twitter/X text.
Twitter Hook Truncation Analyzer
Analyze X/Twitter post truncation, hook types, and engagement scores.
Bring your own AI
Change the model, client or framework. Keep Twitter/X Hashtag Validator connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Twitter/X Hashtag Validator.
The practical details behind the request, access and result.
How does the Twitter Hashtag Strategy Validator help my reach?
It analyzes your hashtags to see if they are too broad or too narrow. This helps you pick tags that actually reach your target audience instead of getting lost in a sea of generic content.
Can I use the Twitter Hashtag Strategy Validator to avoid shadowbans?
Yes. It calculates a shadowban risk score by checking your hashtag density and usage patterns. This helps you stay under the radar of spam filters.
Does the Twitter Hashtag Strategy Validator check for accessibility?
Yes, it specifically checks for CamelCase formatting. This ensures that people using screen readers can easily read and understand your hashtags.
How many hashtags are too many according to the Twitter Hashtag Strategy Validator?
The capability checks your specific hashtag density against known spam patterns. It will flag your post if you exceed the recommended count for your strategy.
Is the Twitter Hashtag Strategy Validator good for niche marketing?
It's great for niche marketing because it classifies your tags by complexity. It helps you confirm that your tags are specific enough to reach your target niche.
How does the capability identify hashtag overload?
The validate_hashtag_strategy capability checks the total count of hashtags. If more than two are detected, it flags the post as potentially overloaded to prevent spam-like behavior.
What is CamelCase accessibility?
It refers to capitalizing the first letter of each word in a hashtag (e.g., #SocialMedia). The capability uses validate_hashtag_strategy to calculate how well your tags follow this standard for screen readers.
Can I check my risk of being shadowbanned?
Yes, by using the compute_shadowban_score capability, you can estimate the probability of shadowban based on your hashtag usage patterns and density.
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