Update MCP

Signed-off-by: Émile Ré <emile@getprobo.com>

pkg/server/api/mcp/v1/schema.resolvers.go

@@ -11,7 +11,6 @@ import (
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	"go.probo.inc/probo/pkg/coredata"
 	"go.probo.inc/probo/pkg/gid"
-	"go.probo.inc/probo/pkg/mail"
 	"go.probo.inc/probo/pkg/page"
 	"go.probo.inc/probo/pkg/probo"
 	"go.probo.inc/probo/pkg/server/api/authn"
@@ -253,111 +252,6 @@ func (r *Resolver) UpdateVendorTool(ctx context.Context, req *mcp.CallToolReques
 	return nil, types.NewUpdateVendorOutput(vendor), nil
 }
 
-func (r *Resolver) ListPeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListPeopleInput) (*mcp.CallToolResult, types.ListPeopleOutput, error) {
-	r.MustAuthorize(ctx, input.OrganizationID, probo.ActionPeopleList)
-
-	prb := r.ProboService(ctx, input.OrganizationID)
-
-	pageOrderBy := page.OrderBy[coredata.PeopleOrderField]{
-		Field:     coredata.PeopleOrderFieldCreatedAt,
-		Direction: page.OrderDirectionDesc,
-	}
-	if input.OrderBy != nil {
-		pageOrderBy = page.OrderBy[coredata.PeopleOrderField]{
-			Field:     input.OrderBy.Field,
-			Direction: input.OrderBy.Direction,
-		}
-	}
-
-	cursor := types.NewCursor(input.Size, input.Cursor, pageOrderBy)
-
-	var peopleFilter = coredata.NewPeopleFilter(nil)
-	if input.Filter != nil {
-		peopleFilter = coredata.NewPeopleFilter(input.Filter.ExcludeContractEnded)
-	}
-
-	page, err := prb.Peoples.ListForOrganizationID(ctx, input.OrganizationID, cursor, peopleFilter)
-	if err != nil {
-		panic(fmt.Errorf("cannot list organization people: %w", err))
-	}
-
-	return nil, types.NewListPeopleOutput(page), nil
-}
-
-func (r *Resolver) GetPeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.GetPeopleInput) (*mcp.CallToolResult, types.GetPeopleOutput, error) {
-	r.MustAuthorize(ctx, input.ID, probo.ActionPeopleGet)
-
-	prb := r.ProboService(ctx, input.ID)
-
-	people, err := prb.Peoples.Get(ctx, input.ID)
-	if err != nil {
-		return nil, types.GetPeopleOutput{}, fmt.Errorf("failed to get people: %w", err)
-	}
-
-	return nil, types.GetPeopleOutput{
-		People: types.NewPeople(people),
-	}, nil
-}
-
-func (r *Resolver) AddPeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.AddPeopleInput) (*mcp.CallToolResult, types.AddPeopleOutput, error) {
-	r.MustAuthorize(ctx, input.OrganizationID, probo.ActionPeopleCreate)
-
-	svc := r.ProboService(ctx, input.OrganizationID)
-
-	additionalEmails := []mail.Addr{}
-	if input.AdditionalEmailAddresses != nil {
-		additionalEmails = input.AdditionalEmailAddresses
-	}
-
-	people, err := svc.Peoples.Create(
-		ctx,
-		probo.CreatePeopleRequest{
-			OrganizationID:           input.OrganizationID,
-			FullName:                 input.FullName,
-			PrimaryEmailAddress:      input.PrimaryEmailAddress,
-			AdditionalEmailAddresses: additionalEmails,
-			Kind:                     input.Kind,
-			Position:                 input.Position,
-			ContractStartDate:        input.ContractStartDate,
-			ContractEndDate:          input.ContractEndDate,
-		},
-	)
-	if err != nil {
-		return nil, types.AddPeopleOutput{}, fmt.Errorf("failed to create people: %w", err)
-	}
-
-	return nil, types.AddPeopleOutput{
-		People: types.NewPeople(people),
-	}, nil
-}
-
-func (r *Resolver) UpdatePeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.UpdatePeopleInput) (*mcp.CallToolResult, types.UpdatePeopleOutput, error) {
-	r.MustAuthorize(ctx, input.ID, probo.ActionPeopleUpdate)
-
-	svc := r.ProboService(ctx, input.ID)
-
-	people, err := svc.Peoples.Update(
-		ctx,
-		probo.UpdatePeopleRequest{
-			ID:                       input.ID,
-			FullName:                 input.FullName,
-			PrimaryEmailAddress:      input.PrimaryEmailAddress,
-			AdditionalEmailAddresses: input.AdditionalEmailAddresses,
-			Kind:                     input.Kind,
-			Position:                 UnwrapOmittable(input.Position),
-			ContractStartDate:        UnwrapOmittable(input.ContractStartDate),
-			ContractEndDate:          UnwrapOmittable(input.ContractEndDate),
-		},
-	)
-	if err != nil {
-		panic(fmt.Errorf("cannot update people: %w", err))
-	}
-
-	return nil, types.UpdatePeopleOutput{
-		People: types.NewPeople(people),
-	}, nil
-}
-
 func (r *Resolver) ListRisksTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListRisksInput) (*mcp.CallToolResult, types.ListRisksOutput, error) {
 	r.MustAuthorize(ctx, input.OrganizationID, probo.ActionRiskList)
 
@@ -1933,3 +1827,13 @@ func (r *Resolver) CancelSignatureRequestTool(ctx context.Context, req *mcp.Call
 		DeletedDocumentVersionSignatureID: input.DocumentVersionSignatureID,
 	}, nil
 }
+
+func (r *Resolver) ListProfilesTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListProfilesInput) (*mcp.CallToolResult, types.ListProfilesOutput, error) {
+	return nil, types.ListProfilesOutput{}, fmt.Errorf("listProfiles not implemented")
+}
+func (r *Resolver) GetProfileTool(ctx context.Context, req *mcp.CallToolRequest, input *types.GetProfileInput) (*mcp.CallToolResult, types.GetProfileOutput, error) {
+	return nil, types.GetProfileOutput{}, fmt.Errorf("getProfile not implemented")
+}
+func (r *Resolver) UpdateProfileTool(ctx context.Context, req *mcp.CallToolRequest, input *types.UpdateProfileInput) (*mcp.CallToolResult, types.UpdateProfileOutput, error) {
+	return nil, types.UpdateProfileOutput{}, fmt.Errorf("updateProfile not implemented")
+}

pkg/server/api/mcp/v1/server/server.go

@@ -12,12 +12,11 @@ import (
 type ResolverInterface interface {
 	ListOrganizationsTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListOrganizationsInput) (*mcp.CallToolResult, types.ListOrganizationsOutput, error)
 	ListVendorsTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListVendorsInput) (*mcp.CallToolResult, types.ListVendorsOutput, error)
-	ListPeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListPeopleInput) (*mcp.CallToolResult, types.ListPeopleOutput, error)
+	ListProfilesTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListProfilesInput) (*mcp.CallToolResult, types.ListProfilesOutput, error)
 	AddVendorTool(ctx context.Context, req *mcp.CallToolRequest, input *types.AddVendorInput) (*mcp.CallToolResult, types.AddVendorOutput, error)
 	UpdateVendorTool(ctx context.Context, req *mcp.CallToolRequest, input *types.UpdateVendorInput) (*mcp.CallToolResult, types.UpdateVendorOutput, error)
-	GetPeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.GetPeopleInput) (*mcp.CallToolResult, types.GetPeopleOutput, error)
-	AddPeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.AddPeopleInput) (*mcp.CallToolResult, types.AddPeopleOutput, error)
-	UpdatePeopleTool(ctx context.Context, req *mcp.CallToolRequest, input *types.UpdatePeopleInput) (*mcp.CallToolResult, types.UpdatePeopleOutput, error)
+	GetProfileTool(ctx context.Context, req *mcp.CallToolRequest, input *types.GetProfileInput) (*mcp.CallToolResult, types.GetProfileOutput, error)
+	UpdateProfileTool(ctx context.Context, req *mcp.CallToolRequest, input *types.UpdateProfileInput) (*mcp.CallToolResult, types.UpdateProfileOutput, error)
 	ListRisksTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListRisksInput) (*mcp.CallToolResult, types.ListRisksOutput, error)
 	GetRiskTool(ctx context.Context, req *mcp.CallToolRequest, input *types.GetRiskInput) (*mcp.CallToolResult, types.GetRiskOutput, error)
 	AddRiskTool(ctx context.Context, req *mcp.CallToolRequest, input *types.AddRiskInput) (*mcp.CallToolResult, types.AddRiskOutput, error)
@@ -140,16 +139,16 @@ func registerToolHandlers(server *mcp.Server, resolver ResolverInterface) {
 	mcp.AddTool(
 		server,
 		&mcp.Tool{
-			Name:         "listPeople",
-			Description:  "List all people for the organization",
-			InputSchema:  types.ListPeopleToolInputSchema,
-			OutputSchema: types.ListPeopleToolOutputSchema,
+			Name:         "listProfiles",
+			Description:  "List all profiles for the organization",
+			InputSchema:  types.ListProfilesToolInputSchema,
+			OutputSchema: types.ListProfilesToolOutputSchema,
 			Annotations: &mcp.ToolAnnotations{
 				ReadOnlyHint:   true,
 				IdempotentHint: true,
 			},
 		},
-		resolver.ListPeopleTool,
+		resolver.ListProfilesTool,
 	)
 	mcp.AddTool(
 		server,
@@ -174,36 +173,26 @@ func registerToolHandlers(server *mcp.Server, resolver ResolverInterface) {
 	mcp.AddTool(
 		server,
 		&mcp.Tool{
-			Name:         "getPeople",
-			Description:  "Get a people by ID",
-			InputSchema:  types.GetPeopleToolInputSchema,
-			OutputSchema: types.GetPeopleToolOutputSchema,
+			Name:         "getProfile",
+			Description:  "Get a profile by ID",
+			InputSchema:  types.GetProfileToolInputSchema,
+			OutputSchema: types.GetProfileToolOutputSchema,
 			Annotations: &mcp.ToolAnnotations{
 				ReadOnlyHint:   true,
 				IdempotentHint: true,
 			},
 		},
-		resolver.GetPeopleTool,
+		resolver.GetProfileTool,
 	)
 	mcp.AddTool(
 		server,
 		&mcp.Tool{
-			Name:         "addPeople",
-			Description:  "Add a new people to the organization",
-			InputSchema:  types.AddPeopleToolInputSchema,
-			OutputSchema: types.AddPeopleToolOutputSchema,
+			Name:         "updateProfile",
+			Description:  "Update an existing profile",
+			InputSchema:  types.UpdateProfileToolInputSchema,
+			OutputSchema: types.UpdateProfileToolOutputSchema,
 		},
-		resolver.AddPeopleTool,
-	)
-	mcp.AddTool(
-		server,
-		&mcp.Tool{
-			Name:         "updatePeople",
-			Description:  "Update an existing people",
-			InputSchema:  types.UpdatePeopleToolInputSchema,
-			OutputSchema: types.UpdatePeopleToolOutputSchema,
-		},
-		resolver.UpdatePeopleTool,
+		resolver.UpdateProfileTool,
 	)
 	mcp.AddTool(
 		server,

pkg/server/api/mcp/v1/specification.yaml

@@ -43,42 +43,42 @@ components:
           $ref: "#/components/schemas/OrderDirection"
           description: Vendor order direction
 
-    PeopleOrderBy:
+    ProfileOrderBy:
       type: object
       required:
         - field
         - direction
       properties:
         field:
-          $ref: "#/components/schemas/PeopleOrderField"
-          description: People order field
+          $ref: "#/components/schemas/ProfileOrderField"
+          description: Profile order field
         direction:
           $ref: "#/components/schemas/OrderDirection"
-          description: People order direction
+          description: Profile order direction
 
-    PeopleOrderField:
+    ProfileOrderField:
       type: string
       enum:
         - CREATED_AT
         - FULL_NAME
         - KIND
-      go.probo.inc/mcpgen/type: go.probo.inc/probo/pkg/coredata.PeopleOrderField
+      go.probo.inc/mcpgen/type: go.probo.inc/probo/pkg/coredata.MembershipProfileOrderField
 
-    PeopleKind:
+    ProfileKind:
       type: string
       enum:
         - EMPLOYEE
         - CONTRACTOR
         - SERVICE_ACCOUNT
-      go.probo.inc/mcpgen/type: go.probo.inc/probo/pkg/coredata.PeopleKind
+      go.probo.inc/mcpgen/type: go.probo.inc/probo/pkg/coredata.MembershipProfileKind
 
-    People:
+    Profile:
       type: object
       required:
         - id
         - organization_id
         - full_name
-        - primary_email_address
+        - email_address
         - additional_email_addresses
         - kind
         - created_at
@@ -86,14 +86,14 @@ components:
       properties:
         id:
           $ref: "#/components/schemas/GID"
-          description: People ID
+          description: Profile ID
         organization_id:
           $ref: "#/components/schemas/GID"
           description: Organization ID
         full_name:
           type: string
           description: Full name
-        primary_email_address:
+        email_address:
           $ref: "#/components/schemas/EmailAddress"
           description: Primary email address
         additional_email_addresses:
@@ -102,8 +102,8 @@ components:
             $ref: "#/components/schemas/EmailAddress"
           description: Additional email addresses
         kind:
-          $ref: "#/components/schemas/PeopleKind"
-          description: People kind
+          $ref: "#/components/schemas/ProfileKind"
+          description: Profile kind
         position:
           type:
             - string
@@ -130,7 +130,7 @@ components:
           format: date-time
           description: Update timestamp
 
-    ListPeopleInput:
+    ListProfilesInput:
       type: object
       required:
         - organization_id
@@ -139,8 +139,8 @@ components:
           $ref: "#/components/schemas/GID"
           description: Organization ID
         order_by:
-          $ref: "#/components/schemas/PeopleOrderBy"
-          description: People order by
+          $ref: "#/components/schemas/ProfileOrderBy"
+          description: Profile order by
         size:
           type: integer
           description: Page size
@@ -152,20 +152,20 @@ components:
           properties:
             exclude_contract_ended:
               type: boolean
-              description: Exclude people with ended contracts
+              description: Exclude profiles with ended contracts
 
-    ListPeopleOutput:
+    ListProfilesOutput:
       type: object
       required:
-        - people
+        - profiles
       properties:
         next_cursor:
           $ref: "#/components/schemas/CursorKey"
           description: Next cursor
-        people:
+        profiles:
           type: array
           items:
-            $ref: "#/components/schemas/People"
+            $ref: "#/components/schemas/Profile"
 
     GID:
       type: string
@@ -600,82 +600,34 @@ components:
         vendor:
           $ref: "#/components/schemas/Vendor"
 
-    GetPeopleInput:
+    GetProfileInput:
       type: object
       required:
         - id
       properties:
         id:
           $ref: "#/components/schemas/GID"
-          description: People ID
+          description: Profile ID
 
-    GetPeopleOutput:
+    GetProfileOutput:
       type: object
       required:
-        - people
+        - profile
       properties:
-        people:
-          $ref: "#/components/schemas/People"
+        profile:
+          $ref: "#/components/schemas/Profile"
 
-    AddPeopleInput:
-      type: object
-      required:
-        - organization_id
-        - full_name
-        - primary_email_address
-        - kind
-      properties:
-        organization_id:
-          $ref: "#/components/schemas/GID"
-          description: Organization ID
-        full_name:
-          type: string
-          description: Full name
-        primary_email_address:
-          $ref: "#/components/schemas/EmailAddress"
-          description: Primary email address
-        additional_email_addresses:
-          type: array
-          items:
-            $ref: "#/components/schemas/EmailAddress"
-          description: Additional email addresses
-        kind:
-          $ref: "#/components/schemas/PeopleKind"
-          description: People kind
-        position:
-          type: string
-          description: Position
-        contract_start_date:
-          type: string
-          format: date-time
-          description: Contract start date
-        contract_end_date:
-          type: string
-          format: date-time
-          description: Contract end date
-
-    AddPeopleOutput:
-      type: object
-      required:
-        - people
-      properties:
-        people:
-          $ref: "#/components/schemas/People"
-
-    UpdatePeopleInput:
+    UpdateProfileInput:
       type: object
       required:
         - id
       properties:
         id:
           $ref: "#/components/schemas/GID"
-          description: People ID
+          description: Profile ID
         full_name:
           type: string
           description: Full name
-        primary_email_address:
-          $ref: "#/components/schemas/EmailAddress"
-          description: Primary email address
         additional_email_addresses:
           anyOf:
             - type: array
@@ -685,8 +637,8 @@ components:
               description: No additional email addresses
           description: Additional email addresses
         kind:
-          $ref: "#/components/schemas/PeopleKind"
-          description: People kind
+          $ref: "#/components/schemas/ProfileKind"
+          description: Profile kind
         position:
           type: ["string", "null"]
           description: Position
@@ -702,13 +654,13 @@ components:
           description: Contract end date
           go.probo.inc/mcpgen/omittable: true
 
-    UpdatePeopleOutput:
+    UpdateProfileOutput:
       type: object
       required:
-        - people
+        - profile
       properties:
-        people:
-          $ref: "#/components/schemas/People"
+        profile:
+          $ref: "#/components/schemas/Profile"
 
     RiskOrderField:
       type: string
@@ -4160,7 +4112,7 @@ components:
           description: Document version ID
         signatory_id:
           $ref: "#/components/schemas/GID"
-          description: Signatory ID (People ID)
+          description: Signatory ID (Profile ID)
 
     RequestDocumentVersionSignatureOutput:
       type: object
@@ -4207,15 +4159,15 @@ tools:
       $ref: "#/components/schemas/ListVendorsInput"
     outputSchema:
       $ref: "#/components/schemas/ListVendorsOutput"
-  - name: listPeople
-    description: List all people for the organization
+  - name: listProfiles
+    description: List all profiles for the organization
     hints:
       readonly: true
       idempotent: true
     inputSchema:
-      $ref: "#/components/schemas/ListPeopleInput"
+      $ref: "#/components/schemas/ListProfilesInput"
     outputSchema:
-      $ref: "#/components/schemas/ListPeopleOutput"
+      $ref: "#/components/schemas/ListProfilesOutput"
   - name: addVendor
     description: Add a new vendor to the organization
     hints:
@@ -4232,31 +4184,23 @@ tools:
       $ref: "#/components/schemas/UpdateVendorInput"
     outputSchema:
       $ref: "#/components/schemas/UpdateVendorOutput"
-  - name: getPeople
-    description: Get a people by ID
+  - name: getProfile
+    description: Get a profile by ID
     hints:
       readonly: true
       idempotent: true
     inputSchema:
-      $ref: "#/components/schemas/GetPeopleInput"
+      $ref: "#/components/schemas/GetProfileInput"
     outputSchema:
-      $ref: "#/components/schemas/GetPeopleOutput"
-  - name: addPeople
-    description: Add a new people to the organization
+      $ref: "#/components/schemas/GetProfileOutput"
+  - name: updateProfile
+    description: Update an existing profile
     hints:
       readonly: false
     inputSchema:
-      $ref: "#/components/schemas/AddPeopleInput"
+      $ref: "#/components/schemas/UpdateProfileInput"
     outputSchema:
-      $ref: "#/components/schemas/AddPeopleOutput"
-  - name: updatePeople
-    description: Update an existing people
-    hints:
-      readonly: false
-    inputSchema:
-      $ref: "#/components/schemas/UpdatePeopleInput"
-    outputSchema:
-      $ref: "#/components/schemas/UpdatePeopleOutput"
+      $ref: "#/components/schemas/UpdateProfileOutput"
   - name: listRisks
     description: List all risks for the organization
     hints:

pkg/server/api/mcp/v1/types/people.go

@@ -1,53 +0,0 @@
-// Copyright (c) 2025 Probo Inc <hello@getprobo.com>.
-//
-// Permission to use, copy, modify, and/or distribute this software for any
-// purpose with or without fee is hereby granted, provided that the above
-// copyright notice and this permission notice appear in all copies.
-//
-// THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
-// REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
-// AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
-// INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
-// LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
-// OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
-
-package types
-
-import (
-	"go.probo.inc/probo/pkg/coredata"
-	"go.probo.inc/probo/pkg/page"
-)
-
-func NewPeople(p *coredata.People) *People {
-	return &People{
-		FullName:                 p.FullName,
-		ID:                       p.ID,
-		OrganizationID:           p.OrganizationID,
-		Kind:                     p.Kind,
-		PrimaryEmailAddress:      p.PrimaryEmailAddress,
-		AdditionalEmailAddresses: p.AdditionalEmailAddresses,
-		Position:                 p.Position,
-		ContractStartDate:        p.ContractStartDate,
-		ContractEndDate:          p.ContractEndDate,
-		CreatedAt:                p.CreatedAt,
-		UpdatedAt:                p.UpdatedAt,
-	}
-}
-
-func NewListPeopleOutput(peoplePage *page.Page[*coredata.People, coredata.PeopleOrderField]) ListPeopleOutput {
-	people := make([]*People, 0, len(peoplePage.Data))
-	for _, p := range peoplePage.Data {
-		people = append(people, NewPeople(p))
-	}
-
-	var nextCursor *page.CursorKey
-	if len(peoplePage.Data) > 0 {
-		cursorKey := peoplePage.Data[len(peoplePage.Data)-1].CursorKey(peoplePage.Cursor.OrderBy.Field)
-		nextCursor = &cursorKey
-	}
-
-	return ListPeopleOutput{
-		NextCursor: nextCursor,
-		People:     people,
-	}
-}

pkg/server/api/mcp/v1/types/types.go

@@ -35,8 +35,6 @@ var (
 	AddNonconformityToolOutputSchema                = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"nonconformity":{"type":"object","properties":{"audit_id":{"description":"Audit ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No audit"}]},"corrective_action":{"description":"Corrective action"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"date_identified":{"description":"Date identified","format":"date-time"},"description":{"description":"Description"},"due_date":{"description":"Due date","format":"date-time"},"effectiveness_check":{"description":"Effectiveness check"},"id":{"type":"string","format":"string"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"reference_id":{"type":"string","description":"Reference ID"},"root_cause":{"type":"string","description":"Root cause"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"status":{"type":"string","enum":["OPEN","IN_PROGRESS","CLOSED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","reference_id","root_cause","owner_id","status","created_at","updated_at"]}},"required":["nonconformity"]}`)
 	AddObligationToolInputSchema                    = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"actions_to_be_implemented":{"type":"string","description":"Actions to be implemented"},"area":{"type":"string","description":"Area"},"due_date":{"type":"string","description":"Due date","format":"date-time"},"last_review_date":{"type":"string","description":"Last review date","format":"date-time"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"regulator":{"type":"string","description":"Regulator"},"requirement":{"type":"string","description":"Requirement"},"source":{"type":"string","description":"Source"},"status":{"description":"Status","anyOf":[{"type":"string","enum":["NON_COMPLIANT","PARTIALLY_COMPLIANT","COMPLIANT"]},{"type":"null","description":"No status"}]},"type":{"description":"Type","anyOf":[{"type":"string","enum":["LEGAL","CONTRACTUAL"]},{"type":"null","description":"No type"}]}},"required":["organization_id","owner_id","status","type"]}`)
 	AddObligationToolOutputSchema                   = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"obligation":{"type":"object","properties":{"actions_to_be_implemented":{"description":"Actions to be implemented"},"area":{"description":"Area"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"due_date":{"description":"Due date","format":"date-time"},"id":{"type":"string","format":"string"},"last_review_date":{"description":"Last review date","format":"date-time"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"regulator":{"description":"Regulator"},"requirement":{"description":"Requirement"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"source":{"description":"Source"},"source_id":{"description":"Source ID"},"status":{"type":"string","enum":["NON_COMPLIANT","PARTIALLY_COMPLIANT","COMPLIANT"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","owner_id","status","created_at","updated_at"]}},"required":["obligation"]}`)
-	AddPeopleToolInputSchema                        = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"type":"string","description":"Contract end date","format":"date-time"},"contract_start_date":{"type":"string","description":"Contract start date","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"type":"string","description":"Position"},"primary_email_address":{"type":"string","format":"string"}},"required":["organization_id","full_name","primary_email_address","kind"]}`)
-	AddPeopleToolOutputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"people":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"primary_email_address":{"type":"string","format":"string"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","primary_email_address","additional_email_addresses","kind","created_at","updated_at"]}},"required":["people"]}`)
 	AddRiskToolInputSchema                          = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"category":{"type":"string","description":"Risk category"},"description":{"type":"string","description":"Risk description"},"inherent_impact":{"type":"integer","description":"Inherent impact"},"inherent_likelihood":{"type":"integer","description":"Inherent likelihood"},"name":{"type":"string","description":"Risk name"},"note":{"type":"string","description":"Risk note"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"residual_impact":{"type":"integer","description":"Residual impact"},"residual_likelihood":{"type":"integer","description":"Residual likelihood"},"treatment":{"type":"string","enum":["MITIGATED","ACCEPTED","AVOIDED","TRANSFERRED"]}},"required":["organization_id","name","category","treatment","inherent_likelihood","inherent_impact"]}`)
 	AddRiskToolOutputSchema                         = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"risk":{"type":"object","properties":{"category":{"type":"string","description":"Risk category"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"description":{"description":"Risk description"},"id":{"type":"string","format":"string"},"inherent_impact":{"type":"integer","description":"Inherent impact"},"inherent_likelihood":{"type":"integer","description":"Inherent likelihood"},"inherent_risk_score":{"type":"integer","description":"Inherent risk score"},"name":{"type":"string","description":"Risk name"},"note":{"type":"string","description":"Risk note"},"organization_id":{"type":"string","format":"string"},"owner_id":{"anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No owner"}]},"residual_impact":{"type":"integer","description":"Residual impact"},"residual_likelihood":{"type":"integer","description":"Residual likelihood"},"residual_risk_score":{"type":"integer","description":"Residual risk score"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"treatment":{"type":"string","enum":["MITIGATED","ACCEPTED","AVOIDED","TRANSFERRED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","name","category","treatment","inherent_likelihood","inherent_impact","inherent_risk_score","residual_likelihood","residual_impact","residual_risk_score","note","created_at","updated_at"]}},"required":["risk"]}`)
 	AddTaskToolInputSchema                          = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"assigned_to_id":{"description":"Assigned to person ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"Not assigned"}]},"deadline":{"type":"string","description":"Deadline","format":"date-time"},"description":{"type":"string","description":"Task description"},"measure_id":{"description":"Measure ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No measure"}]},"name":{"type":"string","description":"Task name"},"organization_id":{"type":"string","format":"string"},"time_estimate":{"type":"string","description":"A duration"}},"required":["organization_id","name"]}`)
@@ -77,8 +75,8 @@ var (
 	GetNonconformityToolOutputSchema                = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"nonconformity":{"type":"object","properties":{"audit_id":{"description":"Audit ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No audit"}]},"corrective_action":{"description":"Corrective action"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"date_identified":{"description":"Date identified","format":"date-time"},"description":{"description":"Description"},"due_date":{"description":"Due date","format":"date-time"},"effectiveness_check":{"description":"Effectiveness check"},"id":{"type":"string","format":"string"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"reference_id":{"type":"string","description":"Reference ID"},"root_cause":{"type":"string","description":"Root cause"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"status":{"type":"string","enum":["OPEN","IN_PROGRESS","CLOSED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","reference_id","root_cause","owner_id","status","created_at","updated_at"]}},"required":["nonconformity"]}`)
 	GetObligationToolInputSchema                    = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"id":{"type":"string","format":"string"}},"required":["id"]}`)
 	GetObligationToolOutputSchema                   = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"obligation":{"type":"object","properties":{"actions_to_be_implemented":{"description":"Actions to be implemented"},"area":{"description":"Area"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"due_date":{"description":"Due date","format":"date-time"},"id":{"type":"string","format":"string"},"last_review_date":{"description":"Last review date","format":"date-time"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"regulator":{"description":"Regulator"},"requirement":{"description":"Requirement"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"source":{"description":"Source"},"source_id":{"description":"Source ID"},"status":{"type":"string","enum":["NON_COMPLIANT","PARTIALLY_COMPLIANT","COMPLIANT"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","owner_id","status","created_at","updated_at"]}},"required":["obligation"]}`)
-	GetPeopleToolInputSchema                        = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"id":{"type":"string","format":"string"}},"required":["id"]}`)
-	GetPeopleToolOutputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"people":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"primary_email_address":{"type":"string","format":"string"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","primary_email_address","additional_email_addresses","kind","created_at","updated_at"]}},"required":["people"]}`)
+	GetProfileToolInputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"id":{"type":"string","format":"string"}},"required":["id"]}`)
+	GetProfileToolOutputSchema                      = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"profile":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"email_address":{"type":"string","format":"string"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","email_address","additional_email_addresses","kind","created_at","updated_at"]}},"required":["profile"]}`)
 	GetRiskToolInputSchema                          = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"id":{"type":"string","format":"string"}},"required":["id"]}`)
 	GetRiskToolOutputSchema                         = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"risk":{"type":"object","properties":{"category":{"type":"string","description":"Risk category"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"description":{"description":"Risk description"},"id":{"type":"string","format":"string"},"inherent_impact":{"type":"integer","description":"Inherent impact"},"inherent_likelihood":{"type":"integer","description":"Inherent likelihood"},"inherent_risk_score":{"type":"integer","description":"Inherent risk score"},"name":{"type":"string","description":"Risk name"},"note":{"type":"string","description":"Risk note"},"organization_id":{"type":"string","format":"string"},"owner_id":{"anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No owner"}]},"residual_impact":{"type":"integer","description":"Residual impact"},"residual_likelihood":{"type":"integer","description":"Residual likelihood"},"residual_risk_score":{"type":"integer","description":"Residual risk score"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"treatment":{"type":"string","enum":["MITIGATED","ACCEPTED","AVOIDED","TRANSFERRED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","name","category","treatment","inherent_likelihood","inherent_impact","inherent_risk_score","residual_likelihood","residual_impact","residual_risk_score","note","created_at","updated_at"]}},"required":["risk"]}`)
 	GetSnapshotToolInputSchema                      = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"id":{"type":"string","format":"string"}},"required":["id"]}`)
@@ -119,8 +117,8 @@ var (
 	ListObligationsToolOutputSchema                 = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"next_cursor":{"type":"string","format":"string"},"obligations":{"type":"array","items":{"type":"object","properties":{"actions_to_be_implemented":{"description":"Actions to be implemented"},"area":{"description":"Area"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"due_date":{"description":"Due date","format":"date-time"},"id":{"type":"string","format":"string"},"last_review_date":{"description":"Last review date","format":"date-time"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"regulator":{"description":"Regulator"},"requirement":{"description":"Requirement"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"source":{"description":"Source"},"source_id":{"description":"Source ID"},"status":{"type":"string","enum":["NON_COMPLIANT","PARTIALLY_COMPLIANT","COMPLIANT"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","owner_id","status","created_at","updated_at"]}}},"required":["obligations"]}`)
 	ListOrganizationsToolInputSchema                = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"organization_id":{"type":"string","format":"string"}}}`)
 	ListOrganizationsToolOutputSchema               = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"organizations":{"type":"array","items":{"type":"object","properties":{"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"description":{"description":"Organization description"},"id":{"type":"string","format":"string"},"name":{"type":"string","description":"Organization name"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","name","description","created_at","updated_at"]}}}}`)
-	ListPeopleToolInputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"cursor":{"type":"string","format":"string"},"filter":{"type":"object","properties":{"exclude_contract_ended":{"type":"boolean","description":"Exclude people with ended contracts"}}},"order_by":{"type":"object","properties":{"direction":{"type":"string","enum":["ASC","DESC"]},"field":{"type":"string","enum":["CREATED_AT","FULL_NAME","KIND"]}},"required":["field","direction"]},"organization_id":{"type":"string","format":"string"},"size":{"type":"integer","description":"Page size"}},"required":["organization_id"]}`)
-	ListPeopleToolOutputSchema                      = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"next_cursor":{"type":"string","format":"string"},"people":{"type":"array","items":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"primary_email_address":{"type":"string","format":"string"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","primary_email_address","additional_email_addresses","kind","created_at","updated_at"]}}},"required":["people"]}`)
+	ListProfilesToolInputSchema                     = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"cursor":{"type":"string","format":"string"},"filter":{"type":"object","properties":{"exclude_contract_ended":{"type":"boolean","description":"Exclude profiles with ended contracts"}}},"order_by":{"type":"object","properties":{"direction":{"type":"string","enum":["ASC","DESC"]},"field":{"type":"string","enum":["CREATED_AT","FULL_NAME","KIND"]}},"required":["field","direction"]},"organization_id":{"type":"string","format":"string"},"size":{"type":"integer","description":"Page size"}},"required":["organization_id"]}`)
+	ListProfilesToolOutputSchema                    = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"next_cursor":{"type":"string","format":"string"},"profiles":{"type":"array","items":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"email_address":{"type":"string","format":"string"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","email_address","additional_email_addresses","kind","created_at","updated_at"]}}},"required":["profiles"]}`)
 	ListRisksToolInputSchema                        = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"cursor":{"type":"string","format":"string"},"filter":{"type":"object","properties":{"query":{"type":"string","description":"Search query"},"snapshot_id":{"type":"string","format":"string"}}},"order_by":{"type":"object","properties":{"direction":{"type":"string","enum":["ASC","DESC"]},"field":{"type":"string","enum":["CREATED_AT","UPDATED_AT","NAME","CATEGORY","TREATMENT","INHERENT_RISK_SCORE","RESIDUAL_RISK_SCORE","OWNER_FULL_NAME"]}},"required":["field","direction"]},"organization_id":{"type":"string","format":"string"},"size":{"type":"integer","description":"Page size"}},"required":["organization_id"]}`)
 	ListRisksToolOutputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"next_cursor":{"type":"string","format":"string"},"risks":{"type":"array","items":{"type":"object","properties":{"category":{"type":"string","description":"Risk category"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"description":{"description":"Risk description"},"id":{"type":"string","format":"string"},"inherent_impact":{"type":"integer","description":"Inherent impact"},"inherent_likelihood":{"type":"integer","description":"Inherent likelihood"},"inherent_risk_score":{"type":"integer","description":"Inherent risk score"},"name":{"type":"string","description":"Risk name"},"note":{"type":"string","description":"Risk note"},"organization_id":{"type":"string","format":"string"},"owner_id":{"anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No owner"}]},"residual_impact":{"type":"integer","description":"Residual impact"},"residual_likelihood":{"type":"integer","description":"Residual likelihood"},"residual_risk_score":{"type":"integer","description":"Residual risk score"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"treatment":{"type":"string","enum":["MITIGATED","ACCEPTED","AVOIDED","TRANSFERRED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","name","category","treatment","inherent_likelihood","inherent_impact","inherent_risk_score","residual_likelihood","residual_impact","residual_risk_score","note","created_at","updated_at"]}}},"required":["risks"]}`)
 	ListSnapshotsToolInputSchema                    = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"cursor":{"type":"string","format":"string"},"order_by":{"type":"object","properties":{"direction":{"type":"string","enum":["ASC","DESC"]},"field":{"type":"string","enum":["CREATED_AT","NAME","TYPE"]}},"required":["field","direction"]},"organization_id":{"type":"string","format":"string"},"size":{"type":"integer","description":"Page size"}},"required":["organization_id"]}`)
@@ -167,8 +165,8 @@ var (
 	UpdateNonconformityToolOutputSchema             = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"nonconformity":{"type":"object","properties":{"audit_id":{"description":"Audit ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No audit"}]},"corrective_action":{"description":"Corrective action"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"date_identified":{"description":"Date identified","format":"date-time"},"description":{"description":"Description"},"due_date":{"description":"Due date","format":"date-time"},"effectiveness_check":{"description":"Effectiveness check"},"id":{"type":"string","format":"string"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"reference_id":{"type":"string","description":"Reference ID"},"root_cause":{"type":"string","description":"Root cause"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"status":{"type":"string","enum":["OPEN","IN_PROGRESS","CLOSED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","reference_id","root_cause","owner_id","status","created_at","updated_at"]}},"required":["nonconformity"]}`)
 	UpdateObligationToolInputSchema                 = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"actions_to_be_implemented":{"description":"Actions to be implemented"},"area":{"description":"Area"},"due_date":{"description":"Due date","format":"date-time"},"id":{"type":"string","format":"string"},"last_review_date":{"description":"Last review date","format":"date-time"},"owner_id":{"description":"Owner ID","anyOf":[{"type":"string","format":"string"},{"type":"null"}]},"regulator":{"description":"Regulator"},"requirement":{"description":"Requirement"},"source":{"description":"Source"},"status":{"description":"Status","anyOf":[{"type":"string","enum":["NON_COMPLIANT","PARTIALLY_COMPLIANT","COMPLIANT"]},{"type":"null","description":"No status"}]},"type":{"description":"Type","anyOf":[{"type":"string","enum":["LEGAL","CONTRACTUAL"]},{"type":"null","description":"No type"}]}},"required":["id"]}`)
 	UpdateObligationToolOutputSchema                = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"obligation":{"type":"object","properties":{"actions_to_be_implemented":{"description":"Actions to be implemented"},"area":{"description":"Area"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"due_date":{"description":"Due date","format":"date-time"},"id":{"type":"string","format":"string"},"last_review_date":{"description":"Last review date","format":"date-time"},"organization_id":{"type":"string","format":"string"},"owner_id":{"type":"string","format":"string"},"regulator":{"description":"Regulator"},"requirement":{"description":"Requirement"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"source":{"description":"Source"},"source_id":{"description":"Source ID"},"status":{"type":"string","enum":["NON_COMPLIANT","PARTIALLY_COMPLIANT","COMPLIANT"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","owner_id","status","created_at","updated_at"]}},"required":["obligation"]}`)
-	UpdatePeopleToolInputSchema                     = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"additional_email_addresses":{"description":"Additional email addresses","anyOf":[{"type":"array","items":{"type":"string","format":"string"}},{"type":"null","description":"No additional email addresses"}]},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"position":{"description":"Position"},"primary_email_address":{"type":"string","format":"string"}},"required":["id"]}`)
-	UpdatePeopleToolOutputSchema                    = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"people":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"primary_email_address":{"type":"string","format":"string"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","primary_email_address","additional_email_addresses","kind","created_at","updated_at"]}},"required":["people"]}`)
+	UpdateProfileToolInputSchema                    = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"additional_email_addresses":{"description":"Additional email addresses","anyOf":[{"type":"array","items":{"type":"string","format":"string"}},{"type":"null","description":"No additional email addresses"}]},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"position":{"description":"Position"}},"required":["id"]}`)
+	UpdateProfileToolOutputSchema                   = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"profile":{"type":"object","properties":{"additional_email_addresses":{"type":"array","items":{"type":"string","format":"string"},"description":"Additional email addresses"},"contract_end_date":{"description":"Contract end date","format":"date-time"},"contract_start_date":{"description":"Contract start date","format":"date-time"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"email_address":{"type":"string","format":"string"},"full_name":{"type":"string","description":"Full name"},"id":{"type":"string","format":"string"},"kind":{"type":"string","enum":["EMPLOYEE","CONTRACTOR","SERVICE_ACCOUNT"]},"organization_id":{"type":"string","format":"string"},"position":{"description":"Position"},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","full_name","email_address","additional_email_addresses","kind","created_at","updated_at"]}},"required":["profile"]}`)
 	UpdateRiskToolInputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"category":{"type":"string","description":"Risk category"},"description":{"description":"Risk description"},"id":{"type":"string","format":"string"},"inherent_impact":{"type":"integer","description":"Inherent impact"},"inherent_likelihood":{"type":"integer","description":"Inherent likelihood"},"name":{"type":"string","description":"Risk name"},"note":{"type":"string","description":"Risk note"},"owner_id":{"description":"Owner ID","anyOf":[{"type":"string","format":"string"},{"type":"null"}]},"residual_impact":{"type":"integer","description":"Residual impact"},"residual_likelihood":{"type":"integer","description":"Residual likelihood"},"treatment":{"type":"string","enum":["MITIGATED","ACCEPTED","AVOIDED","TRANSFERRED"]}},"required":["id"]}`)
 	UpdateRiskToolOutputSchema                      = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"risk":{"type":"object","properties":{"category":{"type":"string","description":"Risk category"},"created_at":{"type":"string","description":"Creation timestamp","format":"date-time"},"description":{"description":"Risk description"},"id":{"type":"string","format":"string"},"inherent_impact":{"type":"integer","description":"Inherent impact"},"inherent_likelihood":{"type":"integer","description":"Inherent likelihood"},"inherent_risk_score":{"type":"integer","description":"Inherent risk score"},"name":{"type":"string","description":"Risk name"},"note":{"type":"string","description":"Risk note"},"organization_id":{"type":"string","format":"string"},"owner_id":{"anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No owner"}]},"residual_impact":{"type":"integer","description":"Residual impact"},"residual_likelihood":{"type":"integer","description":"Residual likelihood"},"residual_risk_score":{"type":"integer","description":"Residual risk score"},"snapshot_id":{"description":"Snapshot ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No snapshot"}]},"treatment":{"type":"string","enum":["MITIGATED","ACCEPTED","AVOIDED","TRANSFERRED"]},"updated_at":{"type":"string","description":"Update timestamp","format":"date-time"}},"required":["id","organization_id","name","category","treatment","inherent_likelihood","inherent_impact","inherent_risk_score","residual_likelihood","residual_impact","residual_risk_score","note","created_at","updated_at"]}},"required":["risk"]}`)
 	UpdateTaskToolInputSchema                       = mcp.MustUnmarshalSchema(`{"type":"object","properties":{"assigned_to_id":{"description":"Assigned to person ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"Not assigned"}]},"deadline":{"description":"Deadline","anyOf":[{"type":"string","description":"Deadline","format":"date-time"},{"type":"null","description":"No deadline"}]},"description":{"description":"Task description"},"id":{"type":"string","format":"string"},"measure_id":{"description":"Measure ID","anyOf":[{"type":"string","format":"string"},{"type":"null","description":"No measure"}]},"name":{"type":"string","description":"Task name"},"state":{"description":"Task state","anyOf":[{"type":"string","enum":["TODO","DONE"]},{"type":"null","description":"No state"}]},"time_estimate":{"description":"Time estimate","anyOf":[{"type":"string","description":"A duration"},{"type":"null","description":"No time estimate"}]}},"required":["id"]}`)
@@ -706,31 +704,6 @@ type AddObligationOutput struct {
 	Obligation *Obligation `json:"obligation"`
 }
 
-// AddPeopleInput represents the schema
-type AddPeopleInput struct {
-	// Additional email addresses
-	AdditionalEmailAddresses []mail.Addr `json:"additional_email_addresses,omitempty"`
-	// Contract end date
-	ContractEndDate *time.Time `json:"contract_end_date,omitempty"`
-	// Contract start date
-	ContractStartDate *time.Time `json:"contract_start_date,omitempty"`
-	// Full name
-	FullName string `json:"full_name"`
-	// People kind
-	Kind coredata.PeopleKind `json:"kind"`
-	// Organization ID
-	OrganizationID gid.GID `json:"organization_id"`
-	// Position
-	Position *string `json:"position,omitempty"`
-	// Primary email address
-	PrimaryEmailAddress mail.Addr `json:"primary_email_address"`
-}
-
-// AddPeopleOutput represents the schema
-type AddPeopleOutput struct {
-	People *People `json:"people"`
-}
-
 // AddRiskInput represents the schema
 type AddRiskInput struct {
 	// Risk category
@@ -1312,15 +1285,15 @@ type GetObligationOutput struct {
 	Obligation *Obligation `json:"obligation"`
 }
 
-// GetPeopleInput represents the schema
-type GetPeopleInput struct {
-	// People ID
+// GetProfileInput represents the schema
+type GetProfileInput struct {
+	// Profile ID
 	ID gid.GID `json:"id"`
 }
 
-// GetPeopleOutput represents the schema
-type GetPeopleOutput struct {
-	People *People `json:"people"`
+// GetProfileOutput represents the schema
+type GetProfileOutput struct {
+	Profile *Profile `json:"profile"`
 }
 
 // GetRiskInput represents the schema
@@ -1654,24 +1627,24 @@ type ListOrganizationsOutput struct {
 	Organizations []*Organization `json:"organizations,omitempty"`
 }
 
-// ListPeopleInput represents the schema
-type ListPeopleInput struct {
+// ListProfilesInput represents the schema
+type ListProfilesInput struct {
 	// Page cursor
-	Cursor *page.CursorKey        `json:"cursor,omitempty"`
-	Filter *ListPeopleInputFilter `json:"filter,omitempty"`
-	// People order by
-	OrderBy *PeopleOrderBy `json:"order_by,omitempty"`
+	Cursor *page.CursorKey          `json:"cursor,omitempty"`
+	Filter *ListProfilesInputFilter `json:"filter,omitempty"`
+	// Profile order by
+	OrderBy *ProfileOrderBy `json:"order_by,omitempty"`
 	// Organization ID
 	OrganizationID gid.GID `json:"organization_id"`
 	// Page size
 	Size *int `json:"size,omitempty"`
 }
 
-// ListPeopleOutput represents the schema
-type ListPeopleOutput struct {
+// ListProfilesOutput represents the schema
+type ListProfilesOutput struct {
 	// Next cursor
 	NextCursor *page.CursorKey `json:"next_cursor,omitempty"`
-	People     []*People       `json:"people"`
+	Profiles   []*Profile      `json:"profiles"`
 }
 
 // ListRisksInput represents the schema
@@ -1880,8 +1853,8 @@ type Organization struct {
 	UpdatedAt time.Time `json:"updated_at"`
 }
 
-// People represents the schema
-type People struct {
+// Profile represents the schema
+type Profile struct {
 	// Additional email addresses
 	AdditionalEmailAddresses []mail.Addr `json:"additional_email_addresses"`
 	// Contract end date
@@ -1890,28 +1863,28 @@ type People struct {
 	ContractStartDate *time.Time `json:"contract_start_date,omitempty"`
 	// Creation timestamp
 	CreatedAt time.Time `json:"created_at"`
+	// Primary email address
+	EmailAddress mail.Addr `json:"email_address"`
 	// Full name
 	FullName string `json:"full_name"`
-	// People ID
+	// Profile ID
 	ID gid.GID `json:"id"`
-	// People kind
-	Kind coredata.PeopleKind `json:"kind"`
+	// Profile kind
+	Kind coredata.MembershipProfileKind `json:"kind"`
 	// Organization ID
 	OrganizationID gid.GID `json:"organization_id"`
 	// Position
 	Position *string `json:"position,omitempty"`
-	// Primary email address
-	PrimaryEmailAddress mail.Addr `json:"primary_email_address"`
 	// Update timestamp
 	UpdatedAt time.Time `json:"updated_at"`
 }
 
-// PeopleOrderBy represents the schema
-type PeopleOrderBy struct {
-	// People order direction
+// ProfileOrderBy represents the schema
+type ProfileOrderBy struct {
+	// Profile order direction
 	Direction page.OrderDirection `json:"direction"`
-	// People order field
-	Field coredata.PeopleOrderField `json:"field"`
+	// Profile order field
+	Field coredata.MembershipProfileOrderField `json:"field"`
 }
 
 // PublishDocumentVersionInput represents the schema
@@ -1932,7 +1905,7 @@ type PublishDocumentVersionOutput struct {
 type RequestDocumentVersionSignatureInput struct {
 	// Document version ID
 	DocumentVersionID gid.GID `json:"document_version_id"`
-	// Signatory ID (People ID)
+	// Signatory ID (Profile ID)
 	SignatoryID gid.GID `json:"signatory_id"`
 }
 
@@ -2359,8 +2332,8 @@ type UpdateObligationOutput struct {
 	Obligation *Obligation `json:"obligation"`
 }
 
-// UpdatePeopleInput represents the schema
-type UpdatePeopleInput struct {
+// UpdateProfileInput represents the schema
+type UpdateProfileInput struct {
 	// Additional email addresses
 	AdditionalEmailAddresses *[]mail.Addr `json:"additional_email_addresses,omitempty"`
 	// Contract end date
@@ -2369,19 +2342,17 @@ type UpdatePeopleInput struct {
 	ContractStartDate mcp.Omittable[*time.Time] `json:"contract_start_date,omitempty"`
 	// Full name
 	FullName *string `json:"full_name,omitempty"`
-	// People ID
+	// Profile ID
 	ID gid.GID `json:"id"`
-	// People kind
-	Kind *coredata.PeopleKind `json:"kind,omitempty"`
+	// Profile kind
+	Kind *coredata.MembershipProfileKind `json:"kind,omitempty"`
 	// Position
 	Position mcp.Omittable[*string] `json:"position,omitempty"`
-	// Primary email address
-	PrimaryEmailAddress *mail.Addr `json:"primary_email_address,omitempty"`
 }
 
-// UpdatePeopleOutput represents the schema
-type UpdatePeopleOutput struct {
-	People *People `json:"people"`
+// UpdateProfileOutput represents the schema
+type UpdateProfileOutput struct {
+	Profile *Profile `json:"profile"`
 }
 
 // UpdateRiskInput represents the schema
@@ -2607,9 +2578,9 @@ type ListObligationsInputFilter struct {
 	SnapshotID *gid.GID `json:"snapshot_id,omitempty"`
 }
 
-// ListPeopleInputFilter represents the schema
-type ListPeopleInputFilter struct {
-	// Exclude people with ended contracts
+// ListProfilesInputFilter represents the schema
+type ListProfilesInputFilter struct {
+	// Exclude profiles with ended contracts
 	ExcludeContractEnded *bool `json:"exclude_contract_ended,omitempty"`
 }