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Connect Linear Recurrence Minimal Polynomial 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. Find the shortest recurrence for any mathematical sequence.

Ask AI about this Connector

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.

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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.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Linear Recurrence Engine.

  1. 01

    Check sequence uniqueness

    This capability checks if your input sequence contains enough data points to establish a unique minimal recurrence.

  2. 02

    Find minimal recurrence

    Use this to identify the shortest linear recurrence that fits your provided sequence.

  3. 03

    Generate sequence predictions

    This capability extends a known recurrence to forecast future terms in a sequence.

  4. 04

    Verify recurrence validity

    This capability confirms whether a specific recurrence accurately produces your given sequence.

Real work

What teams actually run

01

Pattern Recognition

Identify the underlying mathematical rule governing a set of numbers.

02

Sequence Prediction

Forecast the next values in a series once the minimal recurrence is found.

03

Model Verification

Test if a proposed recurrence formula accurately generates a known sequence.

04

Modular Arithmetic Analysis

Perform recurrence calculations within finite fields for modular sequences.

One connector, every AI

Linear Recurrence Engine 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 Linear Recurrence Engine 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

1139ms average. Fast in production.

Linear Recurrence Engine is checked daily against the live service.

Daily averagePeak 1195ms
Oct 15Today
Fastest day
1082ms
Slowest day
1195ms
14-day trend
Slowing+10%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Linear Recurrence Engine, so you can see the experience inside your AI.

It does not authenticate your account with Linear Recurrence Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Linear Recurrence Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Jk8sVNzVUNdLwqSHpUqBsmXu2vKPoi8QdkULXzNt/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 — Linear Recurrence Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linear-recurrence-minimal-polynomial-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Jk8sVNzVUNdLwqSHpUqBsmXu2vKPoi8QdkULXzNt/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 Linear Recurrence Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Linear Recurrence Engine owners hand off.

This MCP is built for professionals working with discrete mathematics, signal processing, or algorithmic sequence analysis.

  • 01

    Mathematicians

    Hand off raw sequences to the AI to find minimal polynomials.

  • 02

    Data Scientists

    Use the capability to model patterns in numerical datasets.

  • 03

    Computer Science Researchers

    Delegate the calculation of linear recurrences and sequence predictions to their agent.

FAQ

Questions Linear Recurrence Engine owners ask.

  • 01

    What kind of arithmetic does this MCP support?

    It supports both exact rational arithmetic for precision and finite-field arithmetic for modular sequences.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    How do I know if I have enough numbers to find a recurrence?

    You can use the check_sequence_uniqueness capability to see if your input provides enough information for a unique solution.

  • 04

    Can the AI predict future numbers in a sequence?

    Yes, once a recurrence is found, the generate_sequence_predictions capability can forecast future terms.

  • 05

    How is the minimal recurrence determined?

    The find_minimal_recurrence capability identifies the shortest recurrence that fits the provided sequence.

  • 06

    What is the difference between exact and finite-field arithmetic?

    Exact arithmetic uses rational numbers to maintain perfect precision, while finite-field arithmetic performs calculations within a prime number modulus.

  • 07

    How can I predict future terms in a sequence?

    You can use the generate_sequence_predictions capability by providing the initial sequence, the discovered coefficients, and the recurrence order.

  • 08

    What happens if my sequence is too short?

    If the sequence is too short to uniquely determine a recurrence, the find_minimal_recurrence capability will return an ambiguity flag.

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