
Connect Legal Plain Language Scorer to ChatGPT and Claude
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Check your contracts for clarity and consistency.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Legal Plain Language Scorer.
- 01
Analyze syntax
This capability examines the mechanical complexity of your legal text. It identifies issues like high passive voice density and heavy nominalization.
- 02
Audit definitions
This capability checks for consistency in your defined terms. It flags when a capitalized term is used incorrectly or inconsistently throughout a document.
- 03
Evaluate readability
This capability calculates readability scores. It provides Flesch Reading Ease and Grade Level metrics for any legal text you provide.
Real work
What teams actually run
Terms of Service Review
Check if your user agreements are written at an appropriate grade level for your audience.
Contract Drafting
Use the syntax capability to turn passive, heavy sentences into direct, active ones.
Definition Auditing
Ensure that every defined term is used with consistent casing throughout a long agreement.
Plain Language Compliance
Verify that legal documents meet specific readability standards required by regulators.
One connector, every AI
Legal Plain Language Scorer works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Legal Plain Language Scorer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
739ms average. Fast in production.
Legal Plain Language Scorer is checked daily against the live service.
- Fastest day
- 554ms
- Slowest day
- 843ms
- 14-day trend
- Stable0%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Legal Plain Language Scorer, so you can see the experience inside your AI.
It does not authenticate your account with Legal Plain Language Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Legal Plain Language Scorer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_IKAs4zDLaJZCjDJZI1N6ASGSZmC63P6yfETVq7Yy/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Legal Plain Language Scorer capabilities are ready to use.
{
"mcpServers": {
"legal-plain-language-scorer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_IKAs4zDLaJZCjDJZI1N6ASGSZmC63P6yfETVq7Yy/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Legal Plain Language Scorer in Claude and other AIs
Who it's for
Built for the work Legal Plain Language Scorer owners hand off.
Legal professionals and compliance officers use this to refine document clarity.
- 01
Legal Counsel
Drafts contracts and uses the MCP to ensure they are readable for clients.
- 02
Compliance Officer
Uses the capability to audit terms of service for consistency and clarity.
- 03
Contract Manager
Hands off drafts to an AI agent to flag syntax issues before final review.
FAQ
Questions Legal Plain Language Scorer owners ask.
- 01
What clients can I use this MCP with?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 02
How does it measure readability?
The MCP uses Flesch Reading Ease and Grade Level metrics to quantify how difficult a text is to read.
- 03
Can it find errors in my defined terms?
Yes, the audit_definitions capability specifically checks for consistency in how you use capitalized terms throughout a document.
- 04
Does it help with passive voice?
Yes, the analyze_syntax capability detects passive voice density and nominalization in your text.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
- 06
What metrics does this capability measure?
It measures Flesch Reading Ease, Flesch-Kincaid Grade Level, passive voice ratio, sentence length distribution, nominalization density, and defined term consistency.
- 07
How can I check for inconsistent terms?
Use the audit_definitions capability. It identifies capitalized terms defined at the start of your text and flags any subsequent lowercase usage.
- 08
Does this support large legal documents?
Yes, the capability is designed to parse and analyze full bodies of legal text for structural and linguistic complexity.
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Connect Legal Plain Language Scorer to Claude, Cursor, ChatGPT & more
