generate schema with refs
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326
scripts/generate-schemas.ts
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326
scripts/generate-schemas.ts
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/**
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* Schema Generation Script using ts-to-zod as a library
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*
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* This script generates Zod schemas from schema.ts and performs necessary
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* post-processing for compatibility with this project.
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*
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* Follows the same pattern as ext-apps/scripts/generate-schemas.ts.
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*
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* ## Post-Processing Steps
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*
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* ### 1. Zod Import Path (`"zod"` → `"zod/v4"`)
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* ts-to-zod generates `import { z } from "zod"`. We rewrite to `import { z } from "zod/v4"`
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* to match MCP SDK's zod/v4 schemas.
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*
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* ### 2. External Type References (`z.any()` → SDK schemas)
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* ts-to-zod cannot resolve types imported from @modelcontextprotocol/sdk.
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* We replace z.any() placeholders with actual SDK schema imports.
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*
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* ### 3. Index Signatures (`z.record().and()` → `.passthrough()`)
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* TypeScript index signatures are translated to z.record().and(z.object({...})).
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* We replace with z.object({...}).passthrough() for compatibility.
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*
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* @see https://github.com/fabien0102/ts-to-zod
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*/
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import { readFileSync, writeFileSync, existsSync } from "node:fs";
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import { dirname, join, relative } from "node:path";
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import { fileURLToPath } from "node:url";
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import { generate } from "ts-to-zod";
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import { toJSONSchema, type $ZodType } from "zod/v4/core";
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const __filename = fileURLToPath(import.meta.url);
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const __dirname = dirname(__filename);
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const PROJECT_ROOT = join(__dirname, "..");
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const SCHEMA_DIR = join(PROJECT_ROOT, "schema", "draft", "2025-11-25");
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const SPEC_TYPES_FILE = join(SCHEMA_DIR, "schema.ts");
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const GENERATED_DIR = join(SCHEMA_DIR, "generated");
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const SCHEMA_OUTPUT_FILE = join(GENERATED_DIR, "schema.ts");
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const JSON_SCHEMA_OUTPUT_FILE = join(SCHEMA_DIR, "schema.json");
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/**
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* Mapping from ts-to-zod generated placeholder names to actual SDK schema exports.
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* Only includes types that have matching SDK exports.
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*/
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const EXTERNAL_TYPE_SCHEMAS: string[] = [
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"JSONRPCRequestSchema",
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"JSONRPCNotificationSchema",
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"PaginatedRequestSchema",
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"PaginatedResultSchema",
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"ResultSchema",
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"RequestIdSchema",
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"ProgressTokenSchema",
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"CursorSchema",
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];
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/**
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* External types that don't have direct SDK schema exports.
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* We replace their z.any() placeholders with local Zod definitions.
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*/
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const LOCAL_SCHEMA_REPLACEMENTS: Record<string, string> = {
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RequestParamsSchema: `z.object({
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_meta: z.object({ progressToken: ProgressTokenSchema.optional() }).passthrough().optional(),
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}).passthrough()`,
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NotificationParamsSchema: `z.object({
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_meta: z.record(z.string(), z.unknown()).optional(),
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}).passthrough()`,
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};
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async function main() {
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const isCheck = process.argv.includes("--check");
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if (isCheck) {
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console.log("Checking schemas...");
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} else {
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console.log("🔧 Generating Zod schemas from schema.ts...\n");
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}
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const sourceText = readFileSync(SPEC_TYPES_FILE, "utf-8");
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const result = generate({
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sourceText,
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keepComments: true,
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skipParseJSDoc: false,
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getSchemaName: (typeName: string) => `${typeName}Schema`,
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});
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if (result.errors.length > 0) {
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console.error("❌ Generation errors:");
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for (const error of result.errors) {
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console.error(` - ${error}`);
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}
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process.exit(1);
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}
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if (result.hasCircularDependencies) {
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console.warn("⚠️ Warning: Circular dependencies detected in types");
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}
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// Generate Zod schemas file
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const relativeImportPath = relative(GENERATED_DIR, SCHEMA_DIR).replace(
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/\\/g,
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"/"
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);
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let schemasContent = result.getZodSchemasFile(
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`${relativeImportPath}/schema.js`
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);
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schemasContent = postProcess(schemasContent);
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if (isCheck) {
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// Check mode: compare generated output against existing files
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let hasChanges = false;
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if (existsSync(SCHEMA_OUTPUT_FILE)) {
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const existing = readFileSync(SCHEMA_OUTPUT_FILE, "utf-8");
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if (existing !== schemasContent) {
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console.error(
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"❌ Generated Zod schemas are out of date. Run: npm run generate:schemas"
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);
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hasChanges = true;
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} else {
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console.log(" ✓ Zod schemas are up to date");
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}
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} else {
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console.error(
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"❌ Generated Zod schemas file does not exist. Run: npm run generate:schemas"
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);
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hasChanges = true;
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}
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// Write temp file to generate JSON Schema for comparison
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const tempFile = SCHEMA_OUTPUT_FILE + ".check.ts";
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writeFileSync(tempFile, schemasContent, "utf-8");
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try {
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const jsonSchemaContent = await generateJsonSchemaContent(tempFile);
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if (existsSync(JSON_SCHEMA_OUTPUT_FILE)) {
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const existing = readFileSync(JSON_SCHEMA_OUTPUT_FILE, "utf-8");
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if (existing !== jsonSchemaContent) {
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console.error(
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"❌ JSON Schema is out of date. Run: npm run generate:schemas"
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);
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hasChanges = true;
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} else {
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console.log(" ✓ JSON Schema is up to date");
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}
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} else {
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console.error(
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"❌ JSON Schema file does not exist. Run: npm run generate:schemas"
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);
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hasChanges = true;
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}
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} finally {
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// Clean up temp file
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const { unlinkSync } = await import("node:fs");
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try {
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unlinkSync(tempFile);
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} catch {}
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}
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if (hasChanges) {
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process.exit(1);
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}
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console.log("\nAll schemas are up to date!");
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return;
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}
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// Write Zod schemas
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writeFileSync(SCHEMA_OUTPUT_FILE, schemasContent, "utf-8");
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console.log(`✅ Written: ${SCHEMA_OUTPUT_FILE}`);
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// Generate and write JSON Schema
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const jsonSchemaContent = await generateJsonSchemaContent(SCHEMA_OUTPUT_FILE);
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writeFileSync(JSON_SCHEMA_OUTPUT_FILE, jsonSchemaContent, "utf-8");
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console.log(`✅ Written: ${JSON_SCHEMA_OUTPUT_FILE}`);
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console.log("\n🎉 Schema generation complete!");
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}
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/**
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* Generate JSON Schema content from the Zod schemas file.
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*/
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async function generateJsonSchemaContent(
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zodSchemasFile: string
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): Promise<string> {
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// Convert to file:// URL for dynamic import (required on Windows)
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const fileUrl = new URL(`file:///${zodSchemasFile.replace(/\\/g, "/")}`);
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const schemas = await import(fileUrl.href);
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const jsonSchema: {
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$schema: string;
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$id: string;
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title: string;
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description: string;
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$defs: Record<string, unknown>;
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} = {
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$schema: "https://json-schema.org/draft/2020-12/schema",
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$id: "https://modelcontextprotocol.io/ext-tasks/schema.json",
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title: "MCP Tasks Extension",
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description:
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"JSON Schema for MCP Tasks extension protocol messages. Extension Identifier: io.modelcontextprotocol/tasks",
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$defs: {},
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};
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for (const [name, schema] of Object.entries(schemas)) {
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if (
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name.endsWith("Schema") &&
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typeof schema === "object" &&
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schema !== null
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) {
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const typeName = name.replace(/Schema$/, "");
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// Skip SDK external types and local replacement types — only include task-specific types
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if (
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EXTERNAL_TYPE_SCHEMAS.includes(name) ||
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name in LOCAL_SCHEMA_REPLACEMENTS
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) {
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continue;
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}
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try {
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jsonSchema.$defs[typeName] = toJSONSchema(schema as $ZodType, {
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unrepresentable: "any",
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});
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} catch (error) {
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console.warn(`⚠️ Could not convert ${name} to JSON Schema: ${error}`);
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}
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}
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}
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return JSON.stringify(jsonSchema, null, 2) + "\n";
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}
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/**
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* Post-process generated Zod schemas for project compatibility.
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*/
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function postProcess(content: string): string {
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// 1. Rewrite to zod/v4 and add MCP SDK schema imports
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const sdkImports = EXTERNAL_TYPE_SCHEMAS.join(",\n ");
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content = content.replace(
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'import { z } from "zod";',
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`import { z } from "zod/v4";
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import {
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${sdkImports},
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} from "@modelcontextprotocol/sdk/types.js";`
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);
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// 2. Remove z.any() placeholders for SDK-imported external types
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for (const schemaName of EXTERNAL_TYPE_SCHEMAS) {
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content = content.replace(
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new RegExp(
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`(?:export )?const ${schemaName} = z\\.any\\(\\);\\n?`,
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"g"
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),
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""
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);
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}
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// 3. Replace z.any() placeholders for locally-defined types
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for (const [schemaName, replacement] of Object.entries(
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LOCAL_SCHEMA_REPLACEMENTS
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)) {
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content = content.replace(
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new RegExp(
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`(?:export )?const ${schemaName} = z\\.any\\(\\);`,
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"g"
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),
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`const ${schemaName} = ${replacement};`
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);
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}
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// 4. Replace z.record().and(z.object({...})) with z.object({...}).passthrough()
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content = replaceRecordAndWithPassthrough(content);
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// 5. Add header comment
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content = content.replace(
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"// Generated by ts-to-zod",
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`// Generated by ts-to-zod
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// Post-processed for Zod v4 compatibility and MCP SDK integration
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// Run: npm run generate:schemas`
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);
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return content;
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}
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/**
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* Replace z.record(z.string(), z.unknown()).and(z.object({...})) with z.object({...}).passthrough()
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* Uses brace-counting to handle nested objects correctly.
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* passthrough() works in both Zod v3 and v4, allowing extra properties.
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*/
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function replaceRecordAndWithPassthrough(content: string): string {
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const pattern = "z.record(z.string(), z.unknown()).and(z.object({";
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let result = content;
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let startIndex = 0;
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while (true) {
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const matchStart = result.indexOf(pattern, startIndex);
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if (matchStart === -1) break;
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const objectStart = matchStart + pattern.length;
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let braceCount = 1;
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let i = objectStart;
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while (i < result.length && braceCount > 0) {
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if (result[i] === "{") braceCount++;
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else if (result[i] === "}") braceCount--;
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i++;
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}
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if (result.slice(i, i + 2) === "))") {
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const objectContent = result.slice(objectStart, i - 1);
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const replacement = `z.object({${objectContent}}).passthrough()`;
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result = result.slice(0, matchStart) + replacement + result.slice(i + 2);
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startIndex = matchStart + replacement.length;
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} else {
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startIndex = i;
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}
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}
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return result;
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}
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main().catch((error) => {
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console.error("❌ Schema generation failed:", error);
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process.exit(1);
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});
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