# MCP API Patterns MCP tools are defined in `pkg/server/api/mcp/v1/specification.yaml` and generated with `mcpgen`. The schema is hand-written; Go types, server registration, and resolver stubs are generated. ## File organization **Hand-written** (edit these): - `specification.yaml` — tool definitions, input/output schemas, component schemas - `resolver.go` — `Resolver` struct, `MustAuthorize`, service accessors - `helpers.go` — pagination helpers, `UnwrapOmittable` - `types/*.go` (except `types/types.go`) — type conversion helpers (`NewVendor()`, `NewListVendorsOutput()`, etc.) - `schema.resolvers.go` — tool implementation bodies (stubs generated, you edit the bodies) **Generated** (do not edit): - `server/server.go` — tool registration, `ResolverInterface` - `types/types.go` — type definitions and JSON schemas After modifying `specification.yaml`, run: ```bash go generate ./pkg/server/api/mcp/v1 ``` ## Tool definition in specification.yaml ```yaml tools: - name: listVendors description: List all vendors for the organization hints: readonly: true idempotent: true destructive: false inputSchema: $ref: "#/components/schemas/ListVendorsInput" outputSchema: $ref: "#/components/schemas/ListVendorsOutput" ``` Input/output schemas reference `components/schemas`. Map custom Go types with the `go.probo.inc/mcpgen/type` extension: ```yaml components: schemas: GID: type: string go.probo.inc/mcpgen/type: go.probo.inc/probo/pkg/gid.GID ``` ## Resolver signature Generated stubs follow this pattern: ```go func (r *Resolver) ListVendorsTool( ctx context.Context, req *mcp.CallToolRequest, input *types.ListVendorsInput, ) (*mcp.CallToolResult, types.ListVendorsOutput, error) ``` First return is always `nil`. Errors are either returned (for recoverable) or panicked (for authorization and unexpected failures). ## Authorization Use `MustAuthorize` which panics on failure (caught by middleware): ```go r.MustAuthorize(ctx, input.OrganizationID, probo.ActionVendorList) ``` ## Common resolver patterns **List with pagination:** ```go func (r *Resolver) ListVendorsTool(ctx context.Context, req *mcp.CallToolRequest, input *types.ListVendorsInput) (*mcp.CallToolResult, types.ListVendorsOutput, error) { r.MustAuthorize(ctx, input.OrganizationID, probo.ActionVendorList) prb := r.ProboService(ctx, input.OrganizationID) pageOrderBy := page.OrderBy[coredata.VendorOrderField]{ Field: coredata.VendorOrderFieldCreatedAt, Direction: page.OrderDirectionDesc, } if input.OrderBy != nil { pageOrderBy = page.OrderBy[coredata.VendorOrderField]{ Field: input.OrderBy.Field, Direction: input.OrderBy.Direction, } } cursor := types.NewCursor(input.Size, input.Cursor, pageOrderBy) page, err := prb.Vendors.ListForOrganizationID(ctx, input.OrganizationID, cursor, coredata.NewVendorFilter(nil, nil)) if err != nil { panic(fmt.Errorf("cannot list vendors: %w", err)) } return nil, types.NewListVendorsOutput(page), nil } ``` **Get single resource:** ```go func (r *Resolver) GetRiskTool(ctx context.Context, req *mcp.CallToolRequest, input *types.GetRiskInput) (*mcp.CallToolResult, types.GetRiskOutput, error) { r.MustAuthorize(ctx, input.ID, probo.ActionRiskGet) prb := r.ProboService(ctx, input.ID) risk, err := prb.Risks.Get(ctx, input.ID) if err != nil { return nil, types.GetRiskOutput{}, fmt.Errorf("failed to get risk: %w", err) } return nil, types.GetRiskOutput{Risk: types.NewRisk(risk)}, nil } ``` **Create:** ```go func (r *Resolver) AddRiskTool(ctx context.Context, req *mcp.CallToolRequest, input *types.AddRiskInput) (*mcp.CallToolResult, types.AddRiskOutput, error) { r.MustAuthorize(ctx, input.OrganizationID, probo.ActionRiskCreate) svc := r.ProboService(ctx, input.OrganizationID) risk, err := svc.Risks.Create(ctx, probo.CreateRiskRequest{ OrganizationID: input.OrganizationID, Name: input.Name, Description: input.Description, }) if err != nil { return nil, types.AddRiskOutput{}, fmt.Errorf("failed to create risk: %w", err) } return nil, types.AddRiskOutput{Risk: types.NewRisk(risk)}, nil } ``` ## Optional fields with Omittable For nullable update fields, use `go.probo.inc/mcpgen/omittable: true` in the schema: ```yaml description: type: - string - "null" go.probo.inc/mcpgen/omittable: true ``` In resolvers, unwrap with `UnwrapOmittable`: ```go Description: UnwrapOmittable(input.Description), ``` ## Type conversion helpers Live in `types/*.go` (not the generated `types/types.go`). One file per entity: ```go func NewVendor(v *coredata.Vendor) *Vendor { return &Vendor{ ID: v.ID, OrganizationID: v.OrganizationID, Name: v.Name, CreatedAt: v.CreatedAt, UpdatedAt: v.UpdatedAt, } } func NewListVendorsOutput(vendorPage *page.Page[*coredata.Vendor, coredata.VendorOrderField]) ListVendorsOutput { vendors := make([]*Vendor, 0, len(vendorPage.Data)) for _, v := range vendorPage.Data { vendors = append(vendors, NewVendor(v)) } var nextCursor *page.CursorKey if len(vendorPage.Data) > 0 { cursorKey := vendorPage.Data[len(vendorPage.Data)-1].CursorKey(vendorPage.Cursor.OrderBy.Field) nextCursor = &cursorKey } return ListVendorsOutput{ NextCursor: nextCursor, Vendors: vendors, } } ``` ## Adding a new MCP tool — checklist 1. **Schema** — add input/output schemas and tool definition in `specification.yaml` 2. **Codegen** — `go generate ./pkg/server/api/mcp/v1` 3. **Resolver** — implement the tool body in `schema.resolvers.go` (authorize, call service, convert types) 4. **Type helpers** — add `New()` and `New()` in `types/.go` 5. **Verify** — tool is automatically registered via generated `server/server.go`