String Analyzer Connector for AI agents.
1 live capability
Audit character counts and word totals for SEO and ad copy limits.
Waiting for input…
Why people use String Analyzer
String Metrics Analyzer for SEO Character Limits
With String Metrics Analyzer, that loop ends. Your agent can now check its own work instantly. It uses Node.js logic to provide the exact count of every character and space. You get a finished product that fits your requirements the first time you ask.
What Vinkius changes
That you get 100% accurate text measurements that an AI model can't calculate on its own.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Meta description length check
A copywriter asks the agent to check if a new meta title is under 60 characters.
- Real-world use case 02
Social media ad review
A marketer wants to know if a Facebook ad headline is too long.
- Real-world use case 03
Duplicate description detection
A dev asks the agent to find similar product descriptions in a list.
Complete set · 1capability
The complete String Analyzer capability set.
These are the exact actions your AI can choose when you ask it to work with String Analyzer.
01
1 capability in this set.
Part of 1 available through String Analyzer.
- 01 Capability
Analyze string metrics
Get exact character counts, word counts, and similarity scores like Levenshtein distance or Jaccard index for any text.
Set up in minutes
One URL. Then ask String Analyzer to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use String Analyzer 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_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable String Analyzer for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer URL.
- Step 03
Save and start
Save the connection and enable String Analyzer in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"string-metrics-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer
Open Agent mode in chat and ask: "Using String Analyzer, help me...". 1 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"string-metrics-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer
Ask Copilot: "Using String Analyzer, help me...". 1 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"string-metrics-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer
Open Cascade and ask: "Using String Analyzer, help me...". 1 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"string-metrics-analyzer": {
"url": "https://edge.vinkius.com/vk_preview_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer
Ask Cline: "Using String Analyzer, help me...". 1 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add string-metrics-analyzer --transport http "https://edge.vinkius.com/vk_preview_cB97ZdkNoybwfO5XIE4OQ5jshn2W4nG5oUaqdTPO/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 String Analyzer
Ask Claude: "Using String Analyzer, show me...". 1 tools are ready
Where the request belongs
Work String Analyzer can move forward.
This is for copywriters and marketing teams who are tired of AI-generated content being one character too long for a platform's requirements. It is for anyone who needs precision in text auditing.
SEO Copywriter
Verifies that meta titles and descriptions stay within strict search engine limits.
Content Marketer
Checks that ad copy does not get cut off on social media platforms.
Data Analyst
Uses similarity scores to identify duplicate entries or nearly identical records in a dataset.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse ConnectorsN-Gram Frequency Engine
Exact deterministic unigram, bigram, and trigram counting over huge texts. Save tokens and guarantee 100% accurate phrase counts.
Text Readability Scorer
Calculate mathematically accurate readability metrics (Flesch-Kincaid, Gunning Fog, SMOG) for any text. Stop relying on AI 'feelings'. get exact US grade levels for SEO and compliance.
Cognitive Load Scorer
Quantify the mental effort required to process text by measuring linguistic complexity.
Readability Score Analyzer
Analyze text complexity using standard linguistic formulas like Flesch-Kincaid and SMOG.
Count Words for Agents
Text analysis capability that counts words, characters, sentences, and paragraphs. Validates maximum length constraints so AI agents can generate text that strictly respects exact limits.
Content Length Scorer
Analyze text word counts against industry-standard length benchmarks based on content intent.
Bring your own AI
Change the model, client or framework. Keep String Analyzer 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 String Analyzer.
The practical details behind the request, access and result.
Can String Metrics Analyzer count spaces?
Yes, it counts every single character including spaces and punctuation to give you the exact length.
Does String Metrics Analyzer work for SEO?
It is perfect for SEO because it ensures your titles and descriptions stay under the limits set by search engines.
How does String Metrics Analyzer handle different languages?
It uses standard string math, so it works reliably across different alphabets and character sets.
Can I use String Metrics Analyzer to find duplicate text?
Yes, you can use the Jaccard index to see how much two strings overlap or Levenshtein distance to see how many changes separate them.
Why should I use String Metrics Analyzer instead of just asking the AI?
Because AI models see tokens, not characters. This Connector uses real math to give you 100% accurate numbers.
Why not just ask the LLM to count?
Because LLMs process text in chunks called 'tokens', not individual characters.
Does it count whitespaces?
Yes, it provides an exact Javascript string length.
Can it find how many times a word appears?
Yes, substring occurrence counting is fully supported.
One connection away
Give your agent a direct line to String Analyzer.
Connect String Analyzer once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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