GDPR Compliance for AI Agents and MCP | MCP Manager

GDPR <> AI Webinar

Say Yes to AI Without Failing an Audit

MCP gives AI access to the systems your business runs on. That only works within GDPR-compliant environments when orgs can control and audit what data hits AI systems.

In this webinar, VP of AI at Usercentrics, Michael Yaroshefsky, will show you:

  • how to filter PII out before it reaches the model
  • how to fulfill audit requirements with logs that tie back to a person
  • best practices for rolling out MCP within GDPR-compliant environments


Thursday, October 1st at 1 PM ET

RSVP for Free. Can’t make it live? We’ll send you the recording

Michael Yaroshefsky, VP of AI at Usercentrics

The Presenter

Michael “Yaro” Yaroshefsky is the VP of AI at Usercentrics. He also founded MCP Manager, which Usercentrics acquired in 2026. Yaro’s AI security and governance expertise has appeared in leading tech publishers like The New Stack, AI Journal, and CIO.com.

Trusted by companies like:

  • CBI logo
  • Fulcrum logo
  • Finimize logo

What GDPR asks for and how MCP gateways help

Data minimization

Article 5. Rules block, redact, mask, replace, or hash personal data inline, before it reaches the model. Minimization happens at the point of access, not as cleanup afterwards.

Special category data

Article 9. Regex for structured identifiers, plus Presidio, Bedrock Guardrails, or Lakera for free text. Every rule can be set to fail closed, so a detector outage denies the data.

Right to erasure

Article 17. Nothing reaches the model provider, so there is nothing to retract later. Prevention is the only control that works, because you cannot recall what an LLM already received.

Records of processing

Articles 30 and 32. Every call is logged with the requesting identity, the tool, the payloads, and the enforcement verdict. Searchable, exportable, and forwardable to your SIEM.

Accountability and DPIAs

Articles 5(2) and 35. One gateway every agent connects through, with a full inventory of every server, host, and connection, plus kill switches that cut one off instantly.

EU AI Act oversight

Live since August 2026. Every call is attributed to a real person rather than a shared service account, and tool provisioning decides what an agent is permitted to call at all.

GDPR Compliance in the Age of AI:
How Finimize Stops MCPs from Sending PII

finimize logo 2

MCP Manager’s Impact on Finimize:

“MCP Manager allows us to filter out the data that we don’t want to ever hit AI. We can now connect the core tools that we use day-to-day with Claude, even if those tools have PII in them. Before, we couldn’t connect certain MCP servers at all.”

matt dalton

What you can put in front of your DPO

Every claim below is enforced at the gateway, and evidenced in the log:

  • Personal data is minimized before a model sees it
  • Each agent reaches only the systems its task requires
  • Every action ties back to a named person, not a service account
  • A detector outage denies sensitive data instead of passing it
  • The audit copy you retain can live in your own region

Built by a company that grew up inside GDPR.

MCP Manager is built by Usercentrics, Europe’s largest consent management platform, active in more than 100 countries and processing billions of consent signals every month across millions of websites and apps.

Lawful basis, purpose limitation, data subject rights, and records of processing are its everyday vocabulary rather than a compliance project it took on later. Review the security posture at the Usercentrics trust center, and the pre-signed DPA at mcpmanager.ai/dpa.

Try MCP Manager by Usercentrics for free.

Start Free Trial

Seven days to explore our platform.