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Connect Sequence Alignment Scoring 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. Get precise biological similarity metrics for DNA and protein sequences.

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.

A futuristic MCP client docking bay
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 Sequence Alignment Scoring.

  1. 01

    Calculate alignment metrics

    This capability generates a statistical summary of a single sequence alignment. It provides the specific scores needed to evaluate how well two sequences match.

  2. 02

    Compare matrix capabilities

    This capability identifies the most appropriate scoring matrix for your specific biological context. It helps your agent select the right parameters for accurate results.

  3. 03

    Get matrix score

    This capability retrieves the specific score for a single pair of aligned residues. It allows for granular inspection of individual residue matches.

  4. 04

    Validate sequence composition

    This capability checks that your sequences contain only valid characters for the biological type you are analyzing. It prevents errors by ensuring sequence integrity.

Real work

What teams actually run

01

Rapid Alignment Assessment

Your agent quickly evaluates how well a query sequence matches a reference sequence using specific gap penalties.

02

Data Integrity Checks

You use the agent to ensure DNA or protein strings are formatted correctly before they enter a larger pipeline.

03

Matrix Optimization

The agent selects the most appropriate substitution matrix for a specific protein or DNA alignment task.

04

Comparative Genomics

You use the agent to quantify similarity between different biological sequences to identify conserved regions.

One connector, every AI

Sequence Alignment Scoring 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 Sequence Alignment Scoring 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

888ms average. Fast in production.

Sequence Alignment Scoring is checked daily against the live service.

Daily averagePeak 1094ms
Oct 3Today
Fastest day
746ms
Slowest day
1094ms
14-day trend
Slowing+7%

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 Sequence Alignment Scoring, so you can see the experience inside your AI.

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

Sequence Alignment Scoring Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MOpJlaXShDZEs3KPjqoIXX2f0cMXJ4aCcqTmLM3Y/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 — Sequence Alignment Scoring capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sequence-alignment-scoring-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MOpJlaXShDZEs3KPjqoIXX2f0cMXJ4aCcqTmLM3Y/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 Sequence Alignment Scoring in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Sequence Alignment Scoring owners hand off.

This MCP is built for researchers and computational biologists who want to integrate sequence analysis into their AI-driven workflows.

  • 01

    Bioinformaticians

    They hand off sequence validation and scoring tasks to the agent to speed up data processing.

  • 02

    Computational Biologists

    They use the agent to quickly compare alignment metrics across different datasets.

  • 03

    Genomic Researchers

    They rely on the agent to verify sequence integrity before running larger pipelines.

FAQ

Questions Sequence Alignment Scoring owners ask.

  • 01

    What kind of sequences can this MCP analyze?

    This MCP is designed for both DNA and protein sequence analysis.

  • 02

    How do I use this with my AI client?

    You connect your client, such as Claude or Cursor, to the Vinkius-hosted MCP. Once connected, your agent can call the capabilities directly.

  • 03

    Can the agent check if a sequence is valid?

    Yes, the agent uses the validate_sequence_composition capability to ensure sequences only contain valid characters for their type.

  • 04

    Does this MCP handle scoring matrices?

    Yes, it includes capabilities to compare matrix capabilities and retrieve specific scores for aligned residues.

  • 05

    What metrics does it provide for alignments?

    It provides alignment scores, identity percentages, and similarity percentages.

  • 06

    What kind of sequences can I analyze?

    You can analyze both DNA and Protein sequences using the validate_sequence_composition capability to ensure they are valid.

  • 07

    How do I choose the right scoring matrix?

    Use the compare_matrix_capabilities capability to find recommended matrices based on whether you are working with DNA or Protein.

  • 08

    Can I get a full statistical summary of an alignment?

    Yes, the calculate_alignment_metrics capability provides the alignment score, identity percentage, and similarity percentage.

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