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AI Council

Chosen, not claimed.

Every Council-reviewed server was scored by a three-seat panel of working experts against one public standard, tied to one version. Nobody buys a seat, and nobody reviews their own work.

How a panel works

A review is a panel of three, one per seat. Each seat scores independently; the review is published only when all three have signed off, and it names the server version it applies to. A major release makes the review due again.

  • Seat 1

    Insurance practitioner

    Underwriters, brokers, adjusters, agency and carrier operators. They judge whether a server fits how the work is actually done.

  • Seat 2

    Compliance and security

    Privacy officers, compliance leads, security engineers. They judge what data leaves, where it goes, and how it is protected.

  • Seat 3

    AI and MCP engineer

    People who build and run MCP servers and agents. They judge the tools, the errors, the versioning and the edges.

The review standard

Four criteria, each scored 1–5 by every seat. The scorecard is public, the version is fixed, and the standard is the same for a solo builder and a carrier.

  1. 1

    Workflow fit

    Does it do the job an insurance professional actually has, in the order they do it?

  2. 2

    Data safety

    What leaves the building, where it goes, and whether PII and policy data are handled the way a regulator expects.

  3. 3

    Security

    Authentication, permissions, prompt-injection resistance, and what a compromised client could do.

  4. 4

    Build quality

    Tool descriptions, error handling, versioning and whether it behaves the same way twice.

The members

Members appear under their real name by default. Some choose a verified alias — the stewards have confirmed who they are, and the public sees the alias. Every member discloses their employer and the products they build or advise on, and never sits on a panel for their own.

Council chair

  • Derek Lovrenich

    Council chair

    AI and MCP engineer

    • AI
    • Quote Bind Issue
    • RaterSpot
    • PolicyPay

    Builds or advises on: MCP Servers, Models, Context

Insurance practitioner · 0

No approved members in this seat yet.

Compliance and security · 0

No approved members in this seat yet.

AI and MCP engineer · 0

No approved members in this seat yet.

How this is kept fair — who stewards it, who can list, how votes are counted: Read the stewardship rules.