How does this MCP track data changes?

It uses a Directed Acyclic Graph (DAG) to record every transformation, linking new items to their parents as they move through the pipeline.

Can I use this with Claude or Cursor?

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

How do I know if my data has been tampered with?

You can use the verify_item_integrity capability to check if a data item's current state matches its original recorded hash.

What happens if a source item is corrupted?

You can use the find_downstream_impact capability to see exactly which derived items were affected by that specific corruption.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.

How can I verify if a data item has been altered?

You can use the verify_item_integrity capability. By providing the item ID and its current content, the system checks if the content matches the original deterministic hash recorded during transformation.

How do I see the history of a specific piece of data?

Use the trace_item_lineage capability with the specific itemId. This will return a chronological list of all transformations that led to that item.

What happens if a model produces a hallucination?

You can use find_downstream_impact with the sourceId of the hallucinated item. This identifies all descendant data items that were derived from that specific error.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Data Lineage Tracker to ChatGPT, Claude and Gemini

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. Audit every data transformation in your LLM pipelines.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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.

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 Data Lineage Tracker.

01
Find downstream impact
Identifies all data items that were derived from a specific source item. Use this to see how a change or error propagates through your pipeline.
02
Trace item lineage
Provides the complete ancestral history of a specific data item. This lets your agent verify the original source of any piece of data.
03
Verify item integrity
Checks if a data item's current state matches its recorded deterministic hash. It confirms that no unauthorized tampering has occurred.
04
Register transformation
Records a new step in the data lifecycle. It links a new data item to its parent to maintain the chain of custody.

Real work

What teams actually run

Error Debugging

Trace a faulty output back through its transformations to find the exact step where the error occurred.

Compliance Auditing

Generate a complete history of data movement to satisfy regulatory requirements.

Data Integrity Checks

Verify that data has not been modified unexpectedly during transit through an LLM pipeline.

Change Management

Assess the impact of a source data change before it affects your entire downstream ecosystem.

One connector, every AI

Data Lineage Tracker 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.

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

You don't need a client to put Data Lineage Tracker 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

881ms average. Fast in production.

Data Lineage Tracker is checked daily against the live service.

Daily averagePeak 1057ms

Oct 3Today

Fastest day: 669ms
Slowest day: 1057ms
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. 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 Data Lineage Tracker, so you can see the experience inside your AI.

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

Data Lineage Tracker Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_2JD3BLLTsmdBLJ9xBNkQXDG7ISJM9DAczMPHl05p/mcp

Claude 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 — Data Lineage Tracker capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "data-lineage-tracker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2JD3BLLTsmdBLJ9xBNkQXDG7ISJM9DAczMPHl05p/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 Data Lineage Tracker in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Data Lineage Tracker owners hand off.

This MCP is for engineers and compliance officers managing automated data workflows.

01
Data Engineers
They use it to debug transformation errors in LLM-driven pipelines.
02
Compliance Officers
They rely on it to provide verifiable audit trails for data provenance.
03
AI Architects
They use it to ensure data integrity across complex orchestration layers.

FAQ

Questions Data Lineage Tracker owners ask.

01
How does this MCP track data changes?
It uses a Directed Acyclic Graph (DAG) to record every transformation, linking new items to their parents as they move through the pipeline.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
03
How do I know if my data has been tampered with?
You can use the verify_item_integrity capability to check if a data item's current state matches its original recorded hash.
04
What happens if a source item is corrupted?
You can use the find_downstream_impact capability to see exactly which derived items were affected by that specific corruption.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.
06
How can I verify if a data item has been altered?
You can use the verify_item_integrity capability. By providing the item ID and its current content, the system checks if the content matches the original deterministic hash recorded during transformation.
07
How do I see the history of a specific piece of data?
Use the trace_item_lineage capability with the specific itemId. This will return a chronological list of all transformations that led to that item.
08
What happens if a model produces a hallucination?
You can use find_downstream_impact with the sourceId of the hallucinated item. This identifies all descendant data items that were derived from that specific error.

Explore

More in Compliance

Connect Data Lineage Tracker to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Find downstream impact

Trace item lineage

Verify item integrity

Register transformation

What teams actually run

Error Debugging

Compliance Auditing

Data Integrity Checks

Change Management

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

Data Lineage Tracker Connector

Claude Desktop

Data Engineers

Compliance Officers

AI Architects

How does this MCP track data changes?

Can I use this with Claude or Cursor?

How do I know if my data has been tampered with?

What happens if a source item is corrupted?

Do I need to host this myself?

How can I verify if a data item has been altered?

How do I see the history of a specific piece of data?

What happens if a model produces a hallucination?

AI Data Lineage Infrastructure Cost Calculator AI Connector

Integrate.io (ETL & Data Integration) AI Connector

Data Pipeline Prover AI Connector

Hevo Data (ETL & Data Pipeline) AI Connector

Suggestions

Matillion (Cloud Data Integration & ELT) AI Connector

Airbyte AI Connector

Dataiku DSS AI Connector

Azure Synapse Analytics AI Connector