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Connect Writing Feedback Integration Plan to your AI

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. Turn messy reviewer comments into a structured revision roadmap.

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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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

How Vinkius works: one connection, every tool, in any AI
V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Complete set · 5 capabilities

The complete Writing Feedback Integration Plan capability set.

These are the exact actions your AI can choose when you ask it to work with Writing Feedback Integration Plan.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Writing Feedback Integration Plan.

  1. 01

    Analyze feedback decisions

    This capability categorizes feedback into accept, adapt, or defer based on your specific constraints. It helps you decide which reviewer comments to follow and which to push aside.

  2. 02

    Generate revision brief

    This capability transforms your finalized decisions into a cohesive set of instructions. It creates a single, clear guide for your writing session.

  3. 03

    Compose reviewer followup

    Use this to identify gaps in the feedback you received. It generates targeted questions to ask your reviewers when their comments are too vague to act on.

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Writing Feedback Integration Plan.

  1. 04

    Create implementation roadmap

    This capability sequences your decided revisions into a logical order. It prevents you from editing out of order by building a structured task list.

  2. 05

    Generate post revision review plan

    This provides a checklist to verify your work. It ensures that the changes you made actually align with your original goals after the revision is complete.

One connector, every AI

Writing Feedback Integration Plan 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Writing Feedback Integration Plan 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

1197ms average. Fast in production.

Writing Feedback Integration Plan is checked daily against the live service.

Daily averagePeak 1269ms
Sep 25Today
Fastest day
1057ms
Slowest day
1269ms
14-day trend
Improving-17%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Writing Feedback Integration Plan, so you can see the experience inside your AI.

It does not authenticate your account with Writing Feedback Integration Plan. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Writing Feedback Integration Plan Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_XwXaFmDwcPhORd3AgbGCL7bcJ8EVmc04Icc4hdgr/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Writing Feedback Integration Plan capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "writing-feedback-integration-plan-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XwXaFmDwcPhORd3AgbGCL7bcJ8EVmc04Icc4hdgr/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? How to give Claude access to Writing Feedback Integration Plan

See all the AI clients this connector works with ↑

Who it's for

Built for the work Writing Feedback Integration Plan owners hand off.

This MCP is built for professionals managing long-form text and complex editorial workflows.

  • 01

    Authors

    Hand off raw reviewer notes to the AI to build a structured writing plan.

  • 02

    Editors

    Use the capability to manage multiple feedback streams for a single manuscript.

  • 03

    Content Strategists

    Apply decision frameworks to ensure brand voice remains consistent during revisions.

FAQ

Questions Writing Feedback Integration Plan owners ask.

  • 01

    What AI clients can I use with this MCP?

    You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 02

    Do I need to host the MCP myself?

    No. Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

  • 03

    How does it handle conflicting feedback?

    The MCP uses your defined Acceptance Criteria and Non-negotiable Voice to categorize feedback, allowing you to decide whether to accept, adapt, or defer a suggestion.

  • 04

    Can I use this for short articles or just books?

    While designed for manuscripts, the decision engine works for any text where you need to manage feedback against specific constraints.

  • 05

    Does it write the revisions for me?

    No. This MCP is a decision and planning engine. It helps you organize and strategize your edits, but you or your AI client perform the actual writing.

  • 06

    How does the capability decide to 'Adapt' feedback?

    Feedback is marked as 'Adapt' when it offers useful improvements but would violate your defined Non-negotiable Voice or Acceptance Criteria if implemented directly. The capability suggests modifications to align the suggestion with your intent.

  • 07

    What is the purpose of the implementation roadmap?

    The create_implementation_roadmap capability sequences your revision tasks using a foundation-first approach, ensuring structural and logical changes are addressed before micro-level stylistic adjustments.

  • 08

    Can I use this for different types of writing projects?

    Yes, the engine is designed to be flexible. By defining your own Acceptance Criteria and Revision Window, you can apply this logic to novels, technical manuscripts, or academic papers.

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