diff --git a/.github/workflows/tests_mcp.yml b/.github/workflows/tests_mcp.yml
index 753bb7412eba5..7b1f49ef53622 100644
--- a/.github/workflows/tests_mcp.yml
+++ b/.github/workflows/tests_mcp.yml
@@ -47,3 +47,5 @@ jobs:
         flakiness-client-id: ${{ secrets.AZURE_FLAKINESS_DASHBOARD_CLIENT_ID }}
         flakiness-tenant-id: ${{ secrets.AZURE_FLAKINESS_DASHBOARD_TENANT_ID }}
         flakiness-subscription-id: ${{ secrets.AZURE_FLAKINESS_DASHBOARD_SUBSCRIPTION_ID }}
+      env:
+        DEBUG: "loop:*"
diff --git a/packages/playwright/src/agents/agent.ts b/packages/playwright/src/agents/agent.ts
index 6510ffb1342eb..ae198ac302a87 100644
--- a/packages/playwright/src/agents/agent.ts
+++ b/packages/playwright/src/agents/agent.ts
@@ -18,7 +18,6 @@ import { Loop } from '../mcp/sdk/bundle';
 
 import type z from 'zod';
 import type { Client } from '@modelcontextprotocol/sdk/client/index.js';
-import type { Tool } from '@modelcontextprotocol/sdk/types.js';
 import type * as tinyLoop from 'tiny-loop';
 
 type Logger = (category: string, text: string, details?: string) => void;
@@ -33,14 +32,18 @@ export type AgentSpec = {
   examples: string[];
 };
 
+type LoopOptions = ConstructorParameters<typeof tinyLoop.Loop>[1] & {
+  loopName: 'copilot' | 'claude' | 'openai';
+};
+
 export class Agent<T extends z.ZodSchema<any>> {
   readonly loop: tinyLoop.Loop;
   readonly spec: AgentSpec;
   readonly clients: Map<string, Client>;
-  readonly resultSchema: Tool['inputSchema'];
+  readonly resultSchema: tinyLoop.Schema;
 
-  constructor(loopName: 'copilot' | 'claude' | 'openai', spec: AgentSpec, clients: Map<string, Client>, resultSchema: Tool['inputSchema']) {
-    this.loop = new Loop(loopName);
+  constructor(loopOptions: LoopOptions, spec: AgentSpec, clients: Map<string, Client>, resultSchema: tinyLoop.Schema) {
+    this.loop = new Loop(loopOptions.loopName, loopOptions);
     this.spec = spec;
     this.clients = clients;
     this.resultSchema = resultSchema;
@@ -52,9 +55,8 @@ export class Agent<T extends z.ZodSchema<any>> {
     try {
       return await this.loop.run<z.output<T>>(`${prompt}\n\nTask:\n${task}\n\nParams:\n${JSON.stringify(params, null, 2)}`, {
         ...options,
-        // TODO: fix types in tiny-loop
-        tools: tools as any,
-        callTool: callTool as any,
+        tools,
+        callTool,
         resultSchema: this.resultSchema
       });
     } finally {
@@ -65,7 +67,7 @@ export class Agent<T extends z.ZodSchema<any>> {
   private async _initClients() {
     const clients: Record<string, Client> = {};
     const agentToolNames = new Set<string>(this.spec.tools);
-    const tools: Tool[] = [];
+    const tools: tinyLoop.Tool[] = [];
 
     for (const [name, client] of this.clients.entries()) {
       const list = await client.listTools();
@@ -73,7 +75,7 @@ export class Agent<T extends z.ZodSchema<any>> {
         if (!agentToolNames.has(name + '/' + tool.name))
           continue;
         agentToolNames.delete(name + '/' + tool.name);
-        tools.push({ ...tool, name: name + '__' + tool.name });
+        tools.push({ ...tool as tinyLoop.Tool, name: name + '__' + tool.name });
       }
       clients[name] = client;
     }
diff --git a/packages/playwright/src/agents/performTask.ts b/packages/playwright/src/agents/performTask.ts
index d425b5508e08b..df11ef63787a5 100644
--- a/packages/playwright/src/agents/performTask.ts
+++ b/packages/playwright/src/agents/performTask.ts
@@ -36,9 +36,8 @@ export async function performTask(context: playwright.BrowserContext, task: stri
 
   try {
     return await loop.run(task, {
-      // TODO: fix types in tiny-loop
-      tools: await backend.listTools() as any,
-      callTool: callTool as any,
+      tools: await backend.listTools(),
+      callTool,
       logger,
     });
   } finally {
diff --git a/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat0.json b/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat0.json
new file mode 100644
index 0000000000000..91dd51eec4ded
--- /dev/null
+++ b/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat0.json
@@ -0,0 +1,601 @@
+{
+  "5f8a61ad99f22c5ad550e02d6fc1a9f902d4ee92": {
+    "result": {
+      "role": "assistant",
+      "content": "Setting up the test page for ordering two items test with the provided seed file and test plan",
+      "toolCalls": [
+        {
+          "name": "playwright-test__generator_setup_page",
+          "arguments": {
+            "plan": "1. Fill out the form to order a blue table.\n2. Confirm the order.\n3. Verify the total price and estimated delivery for the table.\n4. Make a new order.\n5. Fill out the form to order a green desk.\n6. Confirm the order.\n7. Verify the total price and estimated delivery for the desk.\n\nTest data to use:\n- Name: John Doe\n- Address: 123 Main St, Anytown, XYZ state\n- Zip Code: 12345\n- Email: john@doe.me",
+            "seedFile": "tests/ordering/seed.spec.ts"
+          },
+          "id": "tooluse_3OOTy9zxRJeaZ-0xLHVF4A"
+        }
+      ]
+    },
+    "usage": {
+      "input": 4661,
+      "output": 246
+    }
+  },
+  "080c929daf31c6cdd1805325ae860674abab210e": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Product Type dropdown",
+            "intent": "Step 1: Fill out the form to order a blue table - select Table as product type",
+            "ref": "e7",
+            "values": [
+              "Table"
+            ]
+          },
+          "id": "tooluse_8l8QZMsLRj6ZIdEcOIP5-Q"
+        }
+      ]
+    },
+    "usage": {
+      "input": 5507,
+      "output": 133
+    }
+  },
+  "a893785d8148d3190e347d87e7f4d1551d42f2b1": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Color dropdown",
+            "intent": "Step 1: Fill out the form to order a blue table - select Blue color",
+            "ref": "e10",
+            "values": [
+              "Blue"
+            ]
+          },
+          "id": "tooluse_ii-LuAu6QM651m9Gx6A_dw"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6259,
+      "output": 130
+    }
+  },
+  "48e11c3ee724b31813a9babc3705a5e0f0b511a9": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Full Name textbox",
+            "intent": "Step 1: Fill out the form - enter Full Name",
+            "ref": "e13",
+            "text": "John Doe"
+          },
+          "id": "tooluse_Kj_cCra6RTGJwbY2_H_E0w"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6542,
+      "output": 125
+    }
+  },
+  "430f79ed87c0d8729a5f09a958c54ecba73c172c": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Email Address textbox",
+            "intent": "Step 1: Fill out the form - enter Email Address",
+            "ref": "e16",
+            "text": "john@doe.me"
+          },
+          "id": "tooluse_HPIC_IVLSG2StAZ-IXyeVQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6717,
+      "output": 127
+    }
+  },
+  "6f64facfd5b0ebf7097e7051dff4123839f6e2da": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Street Address textbox",
+            "intent": "Step 1: Fill out the form - enter Street Address",
+            "ref": "e19",
+            "text": "123 Main St"
+          },
+          "id": "tooluse_dI-_YWw0TriJeHhl2YJncw"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6896,
+      "output": 126
+    }
+  },
+  "83631c8034e368d5fef4ace108f024593b4b010a": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
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+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "City textbox",
+            "intent": "Step 1: Fill out the form - enter City",
+            "ref": "e22",
+            "text": "Anytown"
+          },
+          "id": "tooluse_k2bP_nwbSxSmTzXLGPcFwQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7073,
+      "output": 123
+    }
+  },
+  "47b927d7234c48b09f9c633b7d94873e99bc40eb": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "State/Province textbox",
+            "intent": "Step 1: Fill out the form - enter State/Province",
+            "ref": "e25",
+            "text": "XYZ state"
+          },
+          "id": "tooluse__N9k6LU5SdSwsLCqP5_BcQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7245,
+      "output": 128
+    }
+  },
+  "22d39925429c57c63fc98af97d37d6b52f2ff20f": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
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+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "ZIP/Postal Code textbox",
+            "intent": "Step 1: Fill out the form - enter ZIP/Postal Code",
+            "ref": "e28",
+            "text": "12345"
+          },
+          "id": "tooluse_r3V42qlPQV2g8z3z5kkgNg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7425,
+      "output": 130
+    }
+  },
+  "74d5b916d0ba4e0eaaf55358daf5641405ab8e27": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
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+          "name": "playwright-test__browser_click",
+          "arguments": {
+            "element": "Order button",
+            "intent": "Step 2: Confirm the order - click Order button",
+            "ref": "e29"
+          },
+          "id": "tooluse_XMnUow7nT567WXLeV-jzQQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7607,
+      "output": 104
+    }
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+  "180b87a9c2c5b0859ae142108fbcb0330cc06f6e": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_handle_dialog",
+          "arguments": {
+            "accept": true,
+            "intent": "Step 2: Confirm the order - accept the confirmation dialog for blue table"
+          },
+          "id": "tooluse_FLHf_KFUTlStNMajx3MITg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7790,
+      "output": 91
+    }
+  },
+  "5892d1ae343f8dc2c972204852adb5fd6f09ceae": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_verify_text_visible",
+          "arguments": {
+            "intent": "Step 3: Verify the total price for the table order",
+            "text": "$353.98"
+          },
+          "id": "tooluse_E-P8M3LPS0qW5tP_RJ7hTQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 8690,
+      "output": 93
+    }
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+  "f4d49f067d24abf0bad63bb043d9f4d755c59e40": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_verify_text_visible",
+          "arguments": {
+            "intent": "Step 3: Verify the estimated delivery for the table order",
+            "text": "Your order will arrive in approximately 3 days"
+          },
+          "id": "tooluse_GtxADqLzQjuisep8llDCuA"
+        }
+      ]
+    },
+    "usage": {
+      "input": 8831,
+      "output": 99
+    }
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+  "d85838997ca0227d24d29f8cce5247b1047f2600": {
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+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
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+          "name": "playwright-test__browser_click",
+          "arguments": {
+            "element": "Place Another Order button",
+            "intent": "Step 4: Make a new order - click Place Another Order button",
+            "ref": "e58"
+          },
+          "id": "tooluse_RtarjSH4TTaZf1hsMGxoOQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 8984,
+      "output": 108
+    }
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+  "5ab856d00699c2a8aaaa07c330849a26f8cd2ea0": {
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+      "role": "assistant",
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+      "toolCalls": [
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+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Product Type dropdown",
+            "intent": "Step 5: Fill out the form to order a green desk - select Desk as product type",
+            "ref": "e7",
+            "values": [
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+            ]
+          },
+          "id": "tooluse_-Fm07ABZSWi6RVkpqUjyOg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 9716,
+      "output": 135
+    }
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+          "arguments": {
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+            "intent": "Step 5: Fill out the form to order a green desk - select Green color",
+            "ref": "e10",
+            "values": [
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+            ]
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+            "ref": "e13",
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+            "intent": "Step 5: Fill out the form - enter Email Address",
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+            "text": "john@doe.me"
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+            "text": "Anytown"
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+            "intent": "Step 5: Fill out the form - enter State/Province",
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+            "text": "XYZ state"
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+      "output": 91
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+      "toolCalls": [
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+          "name": "playwright-test__browser_verify_text_visible",
+          "arguments": {
+            "intent": "Step 7: Verify the total price for the desk order",
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+          "id": "tooluse_OldDL_0sR5iR_5BqbjzUgQ"
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+      "role": "assistant",
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+      "toolCalls": [
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+          "name": "playwright-test__browser_verify_text_visible",
+          "arguments": {
+            "intent": "Step 7: Verify the estimated delivery for the desk order",
+            "text": "Your order will arrive in approximately 3 days"
+          },
+          "id": "tooluse_KCSXDsM9TdGSe_BEjzo1Kw"
+        }
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+      "input": 12576,
+      "output": 99
+    }
+  },
+  "53d0b0e25ff3f1e90cb997a1cbea249de3e868a3": {
+    "result": {
+      "role": "assistant",
+      "content": "Read the generated test log to retrieve the complete test code",
+      "toolCalls": [
+        {
+          "name": "playwright-test__generator_read_log",
+          "arguments": {},
+          "id": "tooluse_0E74RBGZR4qcfbrzz5phjA"
+        }
+      ]
+    },
+    "usage": {
+      "input": 12729,
+      "output": 69
+    }
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+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "report_result",
+          "arguments": {
+            "code": "import { test, expect } from '@playwright/test';\n\ntest.beforeEach(async ({ page }) => {\n  await page.goto('http://localhost:<PORT>/evals/fill-form.html');\n});\n\ntest('Order two items', async ({ page }) => {\n  // Fill out the form to order a blue table\n  await page.getByLabel('Product Type *').selectOption(['Table']);\n  await page.getByLabel('Color *').selectOption(['Blue']);\n  await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');\n  await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');\n  await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');\n  await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');\n  await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');\n  await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');\n\n  // Confirm the order\n  page.on('dialog', dialog => dialog.accept());\n  await page.getByRole('button', { name: 'Order' }).click();\n\n  // Verify the total price and estimated delivery for the table\n  await expect(page.getByText('$353.98')).toBeVisible();\n  await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();\n\n  // Make a new order\n  await page.getByRole('button', { name: 'Place Another Order' }).click();\n\n  // Fill out the form to order a green desk\n  await page.getByLabel('Product Type *').selectOption(['Desk']);\n  await page.getByLabel('Color *').selectOption(['Green']);\n  await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');\n  await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');\n  await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');\n  await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');\n  await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');\n  await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');\n\n  // Confirm the order\n  await page.getByRole('button', { name: 'Order' }).click();\n\n  // Verify the total price and estimated delivery for the desk\n  await expect(page.getByText('$299.98')).toBeVisible();\n  await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();\n});"
+          },
+          "id": "tooluse_mmzAZJTWQiCwKiiy8glUPw"
+        }
+      ]
+    },
+    "usage": {
+      "input": 14168,
+      "output": 784
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat1.json b/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat1.json
new file mode 100644
index 0000000000000..432cf55f68293
--- /dev/null
+++ b/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat1.json
@@ -0,0 +1,612 @@
+{
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+          "arguments": {
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+      "toolCalls": []
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+      "content": "Step 1: Select Table as the product type",
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+          "arguments": {
+            "code": "import { test, expect } from '@playwright/test';\n\ntest.beforeEach(async ({ page }) => {\n  await page.goto('http://localhost:<PORT>/evals/fill-form.html');\n});\n\ntest('Order two items', async ({ page }) => {\n  // Fill out the form to order a blue table\n  await page.getByLabel('Product Type *').selectOption(['Table']);\n  await page.getByLabel('Color *').selectOption(['Blue']);\n  await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');\n  await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');\n  await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');\n  await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');\n  await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');\n  await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');\n\n  // Confirm the order\n  page.once('dialog', dialog => dialog.accept());\n  await page.getByRole('button', { name: 'Order' }).click();\n\n  // Verify the total price and estimated delivery for the table\n  await expect(page.getByText('$353.98')).toBeVisible();\n  await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();\n\n  // Make a new order\n  await page.getByRole('button', { name: 'Place Another Order' }).click();\n\n  // Fill out the form to order a green desk\n  await page.getByLabel('Product Type *').selectOption(['Desk']);\n  await page.getByLabel('Color *').selectOption(['Green']);\n  await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');\n  await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');\n  await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');\n  await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');\n  await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');\n  await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');\n\n  // Confirm the order\n  page.once('dialog', dialog => dialog.accept());\n  await page.getByRole('button', { name: 'Order' }).click();\n\n  // Verify the total price and estimated delivery for the desk\n  await expect(page.getByText('$299.98')).toBeVisible();\n  await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();\n});"
+          },
+          "id": "tooluse_v38_uTIwR7GgZNdiUpK9iw"
+        }
+      ]
+    },
+    "usage": {
+      "input": 14154,
+      "output": 798
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat2.json b/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat2.json
new file mode 100644
index 0000000000000..d250b3e03699e
--- /dev/null
+++ b/tests/mcp/__cache__/copilot/mcp-generator-eval-generate-order-two-items-repeat2.json
@@ -0,0 +1,612 @@
+{
+  "5f8a61ad99f22c5ad550e02d6fc1a9f902d4ee92": {
+    "result": {
+      "role": "assistant",
+      "content": "Setting up the page for testing the ordering flow with two items. Will use the provided seed file to initialize the page state.",
+      "toolCalls": [
+        {
+          "name": "playwright-test__generator_setup_page",
+          "arguments": {
+            "plan": "1. Fill out the form to order a blue table with details: Name: John Doe, Address: 123 Main St, Anytown, XYZ state, Zip Code: 12345, Email: john@doe.me\n2. Confirm the order.\n3. Verify the total price and estimated delivery for the table.\n4. Make a new order.\n5. Fill out the form to order a green desk with details: Name: John Doe, Address: 123 Main St, Anytown, XYZ state, Zip Code: 12345, Email: john@doe.me\n6. Confirm the order.\n7. Verify the total price and estimated delivery for the desk.",
+            "seedFile": "tests/ordering/seed.spec.ts"
+          },
+          "id": "tooluse_lXzw9uonQi2XCpHdmUI1tg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 4661,
+      "output": 282
+    }
+  },
+  "06291629cdab5a1c0948968247621f4d41622ff2": {
+    "result": {
+      "role": "assistant",
+      "content": "I can see the order form is ready. Now I'll start filling it out for the first order - a blue table.",
+      "toolCalls": []
+    },
+    "usage": {
+      "input": 5544,
+      "output": 153
+    }
+  },
+  "b8b163fd58ec73419eaa40e6ee713f5aa2dbdf9e": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Product Type dropdown",
+            "intent": "Select 'Table' as the product type for the first order",
+            "ref": "e7",
+            "values": [
+              "Table"
+            ]
+          },
+          "id": "tooluse_ehsbAoHVRxiizOV5oLeZMg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 5593,
+      "output": 127
+    }
+  },
+  "b6659d24635ccf1150e8757a7597cee68ea5d09e": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Color dropdown",
+            "intent": "Select 'Blue' as the color for the first order",
+            "ref": "e10",
+            "values": [
+              "Blue"
+            ]
+          },
+          "id": "tooluse_6JydnTb3T9ipDArn-2LinA"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6340,
+      "output": 125
+    }
+  },
+  "8e5e695053381852a30c4896480a1b6761244fd5": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Full Name textbox",
+            "intent": "Enter 'John Doe' in the Full Name field",
+            "ref": "e13",
+            "text": "John Doe"
+          },
+          "id": "tooluse_aGhwRuJMReeipGoS-zEFaA"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6618,
+      "output": 125
+    }
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+  "4faf924883747b52e7098abc42b878c620a5d365": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Email Address textbox",
+            "intent": "Enter 'john@doe.me' in the Email Address field",
+            "ref": "e16",
+            "text": "john@doe.me"
+          },
+          "id": "tooluse_yv-ErNhoT-OxXIViaHfM3g"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6793,
+      "output": 129
+    }
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+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Street Address textbox",
+            "intent": "Enter '123 Main St' in the Street Address field",
+            "ref": "e19",
+            "text": "123 Main St"
+          },
+          "id": "tooluse__he9ukwPTFum6ZzNq24xhg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 6974,
+      "output": 126
+    }
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+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "City textbox",
+            "intent": "Enter 'Anytown' in the City field",
+            "ref": "e22",
+            "text": "Anytown"
+          },
+          "id": "tooluse_9rE9hErSTtehCKIjgH5Qfg"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7151,
+      "output": 123
+    }
+  },
+  "8fd0a771e8a33ccf6b5e468b7def995c4f1e44d4": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "State/Province textbox",
+            "intent": "Enter 'XYZ state' in the State/Province field",
+            "ref": "e25",
+            "text": "XYZ state"
+          },
+          "id": "tooluse_B8J2vD3lQx62iFfzVY1nIA"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7323,
+      "output": 129
+    }
+  },
+  "62ed0f704067b8d7d7800dee9c8fafafc9518277": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "ZIP/Postal Code textbox",
+            "intent": "Enter '12345' in the ZIP/Postal Code field",
+            "ref": "e28",
+            "text": "12345"
+          },
+          "id": "tooluse_K4ZzI6kTQJWFlBQhfHkWYw"
+        }
+      ]
+    },
+    "usage": {
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+      "output": 128
+    }
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+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
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+          "name": "playwright-test__browser_click",
+          "arguments": {
+            "element": "Order button",
+            "intent": "Click the Order button to confirm the first order (blue table)",
+            "ref": "e29"
+          },
+          "id": "tooluse_Ri5WMHtqRNqfCTP-VWgi4w"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7684,
+      "output": 104
+    }
+  },
+  "992eefb4b25b1d755cc66571fbd584fc6c33db59": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_handle_dialog",
+          "arguments": {
+            "accept": true,
+            "intent": "Accept the confirmation dialog for the blue table order"
+          },
+          "id": "tooluse_P_tPGR-QS5WSCfzlvZK8XQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 7867,
+      "output": 84
+    }
+  },
+  "bc2d685a0dc753cc070cffa8a760d8016e8bf31e": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_verify_text_visible",
+          "arguments": {
+            "intent": "Verify the total price for the table is $353.98",
+            "text": "$353.98"
+          },
+          "id": "tooluse_NvN6LcNURjWS5OOEhUDd0Q"
+        }
+      ]
+    },
+    "usage": {
+      "input": 8760,
+      "output": 93
+    }
+  },
+  "93ca57fe0e5026a4341d4e98bd9dd2b9aa469b3d": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_verify_text_visible",
+          "arguments": {
+            "intent": "Verify the estimated delivery message for the table is visible",
+            "text": "Your order will arrive in approximately 3 days"
+          },
+          "id": "tooluse_CXfeEDLjRaWH7ktKv2zYgQ"
+        }
+      ]
+    },
+    "usage": {
+      "input": 8901,
+      "output": 97
+    }
+  },
+  "550f146d40463ab605fa4b4442b585edf88f2552": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_click",
+          "arguments": {
+            "element": "Place Another Order button",
+            "intent": "Click 'Place Another Order' button to start the second order",
+            "ref": "e58"
+          },
+          "id": "tooluse_r7SSTwqsSSmPgYdVzOPtiw"
+        }
+      ]
+    },
+    "usage": {
+      "input": 9052,
+      "output": 107
+    }
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+      "content": "",
+      "toolCalls": [
+        {
+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Product Type dropdown",
+            "intent": "Select 'Desk' as the product type for the second order",
+            "ref": "e7",
+            "values": [
+              "Desk"
+            ]
+          },
+          "id": "tooluse_mzReMxIjTWqGHFf0H4tYeQ"
+        }
+      ]
+    },
+    "usage": {
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+      "output": 129
+    }
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+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
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+          "name": "playwright-test__browser_select_option",
+          "arguments": {
+            "element": "Color dropdown",
+            "intent": "Select 'Green' as the color for the second order",
+            "ref": "e10",
+            "values": [
+              "Green"
+            ]
+          },
+          "id": "tooluse_FzVIg3vHQsiEoWQ3TbRCmA"
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+      "toolCalls": [
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+          "arguments": {
+            "element": "Full Name textbox",
+            "intent": "Enter 'John Doe' in the Full Name field for the second order",
+            "ref": "e13",
+            "text": "John Doe"
+          },
+          "id": "tooluse_YNxCSHpBR3eIZAZH_0yIxg"
+        }
+      ]
+    },
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+      "output": 129
+    }
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+      "toolCalls": [
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+          "name": "playwright-test__browser_type",
+          "arguments": {
+            "element": "Email Address textbox",
+            "intent": "Enter 'john@doe.me' in the Email Address field for the second order",
+            "ref": "e16",
+            "text": "john@doe.me"
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+      "toolCalls": [
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+          "arguments": {
+            "element": "Street Address textbox",
+            "intent": "Enter '123 Main St' in the Street Address field for the second order",
+            "ref": "e19",
+            "text": "123 Main St"
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+        }
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+            "text": "Anytown"
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+            "text": "12345"
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+      "toolCalls": [
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+          "arguments": {
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+          "arguments": {
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+            "text": "$299.98"
+          },
+          "id": "tooluse_yle_dIQBThex9ILLkL1RGg"
+        }
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+      "toolCalls": [
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+          "arguments": {
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+            "text": "Your order will arrive in approximately 3 days"
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+          "id": "tooluse_eBS2jkw6TKqDIgfB6u2ykA"
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+    }
+  },
+  "567e0a8ed42daa54fa5165daea65ead41daeb523": {
+    "result": {
+      "role": "assistant",
+      "content": "Read the generated test code to report the final result",
+      "toolCalls": [
+        {
+          "name": "playwright-test__generator_read_log",
+          "arguments": {},
+          "id": "tooluse_28ioEmNTQruEE_2EAuMpXA"
+        }
+      ]
+    },
+    "usage": {
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+      "output": 68
+    }
+  },
+  "a9503c71bc36b209f0a5af6603c1b622c29224e8": {
+    "result": {
+      "role": "assistant",
+      "content": "",
+      "toolCalls": [
+        {
+          "name": "report_result",
+          "arguments": {
+            "code": "import { test, expect } from '@playwright/test';\n\ntest.beforeEach(async ({ page }) => {\n  await page.goto('http://localhost:<PORT>/evals/fill-form.html');\n});\n\ntest('Order two items', async ({ page }) => {\n  // Fill out the form to order a blue table\n  await page.getByLabel('Product Type *').selectOption(['Table']);\n  await page.getByLabel('Color *').selectOption(['Blue']);\n  await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');\n  await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');\n  await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');\n  await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');\n  await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');\n  await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');\n  \n  // Confirm the order\n  page.once('dialog', dialog => dialog.accept());\n  await page.getByRole('button', { name: 'Order' }).click();\n  \n  // Verify the total price and estimated delivery for the table\n  await expect(page.getByText('$353.98')).toBeVisible();\n  await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();\n  \n  // Make a new order\n  await page.getByRole('button', { name: 'Place Another Order' }).click();\n  \n  // Fill out the form to order a green desk\n  await page.getByLabel('Product Type *').selectOption(['Desk']);\n  await page.getByLabel('Color *').selectOption(['Green']);\n  await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');\n  await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');\n  await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');\n  await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');\n  await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');\n  await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');\n  \n  // Confirm the order\n  page.once('dialog', dialog => dialog.accept());\n  await page.getByRole('button', { name: 'Order' }).click();\n  \n  // Verify the total price and estimated delivery for the desk\n  await expect(page.getByText('$299.98')).toBeVisible();\n  await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();\n});"
+          },
+          "id": "tooluse_X1AaaxiJS46kLagzvLM2sA"
+        }
+      ]
+    },
+    "usage": {
+      "input": 14271,
+      "output": 810
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/mcp/fixtures.ts b/tests/mcp/fixtures.ts
index ba92eaa84d42c..97f32595298e8 100644
--- a/tests/mcp/fixtures.ts
+++ b/tests/mcp/fixtures.ts
@@ -27,12 +27,18 @@ import { ListRootsRequestSchema } from '@modelcontextprotocol/sdk/types.js';
 import { TestServer } from '../config/testserver';
 import { serverFixtures } from '../config/serverFixtures';
 import { parseResponse } from '../../packages/playwright/lib/mcp/browser/response';
+import { Agent } from '../../packages/playwright/lib/agents/agent';
+import { wrapInClient } from '../../packages/playwright/lib/mcp/sdk/server';
+import { parseAgentSpec } from '../../packages/playwright/lib/agents/agentParser';
 
 import type { Config } from '../../packages/playwright/src/mcp/config';
 import type { BrowserContext } from 'playwright';
 import type { Transport } from '@modelcontextprotocol/sdk/shared/transport.js';
 import type { Stream } from 'stream';
 import type { ServerFixtures, ServerWorkerOptions } from '../config/serverFixtures';
+import type { Agent as AgentType } from '../../packages/playwright/src/agents/agent';
+import type * as tinyLoop from 'tiny-loop';
+import type * as mcp from '../../packages/playwright/src/mcp/sdk/exports';
 
 export { parseResponse };
 
@@ -58,6 +64,7 @@ export type StartClient = (options?: {
   env?: NodeJS.ProcessEnv,
 }) => Promise<{ client: Client, stderr: () => string }>;
 
+type AgentFactory = (backend: mcp.ServerBackend, fileName: string, reportToolName: string, resultSchema: tinyLoop.Schema) => Promise<AgentType<any>>;
 
 type TestFixtures = {
   client: Client;
@@ -67,7 +74,8 @@ type TestFixtures = {
   server: TestServer;
   httpsServer: TestServer;
   mcpHeadless: boolean;
-  loop: Loop;
+  loop: tinyLoop.Loop;
+  createAgent: AgentFactory;
 };
 
 type WorkerFixtures = {
@@ -190,27 +198,62 @@ export const test = serverTest.extend<TestFixtures & TestOptions, WorkerFixtures
 
   loop: async ({ server }, use) => {
     const provider = 'copilot';
-    const cacheFile = path.join(__dirname, '__cache__', provider, sanitizeFileName(test.info().titlePath.join(' ') + '-repeat' + test.info().repeatEachIndex) + '.json');
-    const dataBefore = await fs.promises.readFile(cacheFile, 'utf-8').catch(() => '{}');
-    let cache = {};
-    try {
-      cache = JSON.parse(dataBefore);
-    } catch {
-    }
-    const caches = { before: cache, after: {} };
+    const caches = await loadLoopCaches(provider);
     await use(new Loop(provider, {
       caches,
       secrets: { PORT: String(server.PORT) },
       logger: (category, ...args) => debug(category)(...args),
     }));
-    const dataAfter = JSON.stringify(caches.after, null, 2);
-    if (test.info().status === 'passed' && dataBefore !== dataAfter) {
-      await fs.promises.mkdir(path.dirname(cacheFile), { recursive: true });
-      await fs.promises.writeFile(cacheFile, dataAfter);
-    }
+    await saveLoopCaches(caches);
+  },
+
+  createAgent: async ({ server }, use) => {
+    const provider = 'copilot';
+    let client: Client | undefined;
+    let caches: any;
+    await use(async (backend: mcp.ServerBackend, fileName: string, reportToolName: string, resultSchema: tinyLoop.Schema) => {
+      client = await wrapInClient(backend, { name: 'client', version: '1.0.0' });
+      const spec = await parseAgentSpec(path.join(__dirname, '../../packages/playwright/src/agents', fileName));
+      spec.tools = spec.tools.filter(tool => tool.startsWith('playwright-test/') && tool !== 'playwright-test/' + reportToolName);
+      spec.instructions = spec.instructions.replace('`' + reportToolName + '`', '`report_result`');
+      caches = await loadLoopCaches(provider);
+      const loopOptions: ConstructorParameters<typeof tinyLoop.Loop>[1] = {
+        caches,
+        secrets: { PORT: String(server.PORT) },
+        logger: (category, ...args) => debug(category)(...args),
+      };
+      const agent = new Agent({ ...loopOptions, loopName: provider }, spec, new Map([['playwright-test', client]]), resultSchema);
+      return agent as unknown as AgentType<any>;
+    });
+    if (caches)
+      await saveLoopCaches(caches);
+    await client?.close();
   },
 });
 
+const kEmptyCacheData = '{}';
+
+async function loadLoopCaches(provider: string) {
+  const cacheFile = path.join(__dirname, '__cache__', provider, sanitizeFileName(test.info().titlePath.join(' ') + '-repeat' + test.info().repeatEachIndex) + '.json');
+  const dataBefore = await fs.promises.readFile(cacheFile, 'utf-8').catch(() => kEmptyCacheData);
+  let cache = {};
+  try {
+    cache = JSON.parse(dataBefore);
+  } catch {
+  }
+  return { before: cache, after: {}, dataBefore, cacheFile };
+}
+
+async function saveLoopCaches(caches: { before: any, after: any, dataBefore: string, cacheFile: string }) {
+  const dataAfter = JSON.stringify(caches.after, null, 2);
+  if (caches.dataBefore === dataAfter)
+    return;
+  if (test.info().status !== 'passed' && caches.dataBefore !== kEmptyCacheData)
+    return;
+  await fs.promises.mkdir(path.dirname(caches.cacheFile), { recursive: true });
+  await fs.promises.writeFile(caches.cacheFile, dataAfter);
+}
+
 async function createTransport(mcpServerType: TestOptions['mcpServerType'], options: { args: string[], env: NodeJS.ProcessEnv, cwd: string }): Promise<{
   transport: Transport,
   stderr: Stream | null,
diff --git a/tests/mcp/generator.eval.ts b/tests/mcp/generator.eval.ts
new file mode 100644
index 0000000000000..cf2222fcfdb46
--- /dev/null
+++ b/tests/mcp/generator.eval.ts
@@ -0,0 +1,117 @@
+/**
+ * Copyright (c) Microsoft Corporation.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import z from 'zod';
+import { zodToJsonSchema } from 'zod-to-json-schema';
+
+import { test, expect, writeFiles } from './fixtures';
+import { TestServerBackend } from '../../packages/playwright/lib/mcp/test/testBackend';
+
+test.use({ mcpHeadless: async ({ headless }, use) => use(headless) });
+
+test('generate order-two-items', async ({ createAgent, server, headless }) => {
+  await writeFiles({
+    'playwright.config.ts': `
+      import { defineConfig } from '@playwright/test';
+      export default defineConfig({
+      });
+    `,
+    'tests/ordering/seed.spec.ts': `
+      import { test, expect } from '@playwright/test';
+      test.beforeEach(async ({ page }) => {
+        await page.goto('${server.PREFIX}/evals/fill-form.html');
+      });
+      test('seed test', async ({ page }) => {
+      });
+    `,
+  });
+
+  const agent = await createAgent(
+      new TestServerBackend(test.info().outputPath('playwright.config.ts'), { headless }),
+      'playwright-test-generator.agent.md',
+      'generator_write_test',
+      zodToJsonSchema(z.object({ code: z.string() })) as any,
+  );
+
+  const { code } = await agent.runTask(`
+    Generate a test for the test plan item.
+    <test-suite>Ordering Page</test-suite>
+    <test-name>Order two items</test-name>
+    <test-file>tests/ordering/order-two-items.spec.ts</test-file>
+    <seed-file>tests/ordering/seed.spec.ts</seed-file>
+    <test-data>
+      Use the following details for the order form:
+      - Name: John Doe
+      - Address: 123 Main St, Anytown, XYZ state
+      - Zip Code: 12345
+      - Email: john@doe.me
+    </test-data>
+    <body>
+      1. Fill out the form to order a blue table.
+      2. Confirm the order.
+      3. Verify the total price and estimated delivery for the table.
+      4. Make a new order.
+      5. Fill out the form to order a green desk.
+      6. Confirm the order.
+      7. Verify the total price and estimated delivery for the desk.
+    </body>
+  `, {});
+
+  const expected = [
+    `import { test, expect } from '@playwright/test';`,
+    `test.beforeEach(async ({ page }) => {`,
+    `  await page.goto('${server.PREFIX}/evals/fill-form.html');`,
+    `});`,
+    `test('Order two items', async ({ page }) => {`,
+    `Fill out the form to order a blue table`,
+    `await page.getByLabel('Product Type *').selectOption(['Table']);`,
+    `await page.getByLabel('Color *').selectOption(['Blue']);`,
+    `await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');`,
+    `await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');`,
+    `await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');`,
+    `await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');`,
+    `await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');`,
+    `await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');`,
+    `Confirm the order`,
+    `dialog.accept()`,
+    `await page.getByRole('button', { name: 'Order' }).click();`,
+    `Verify the total price and estimated delivery for the table`,
+    `await expect(page.getByText('$353.98')).toBeVisible();`,
+    `await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();`,
+    `Make a new order`,
+    `await page.getByRole('button', { name: 'Place Another Order' }).click();`,
+    `Fill out the form to order a green desk`,
+    `await page.getByLabel('Product Type *').selectOption(['Desk']);`,
+    `await page.getByLabel('Color *').selectOption(['Green']);`,
+    `await page.getByRole('textbox', { name: 'Full Name *' }).fill('John Doe');`,
+    `await page.getByRole('textbox', { name: 'Email Address *' }).fill('john@doe.me');`,
+    `await page.getByRole('textbox', { name: 'Street Address *' }).fill('123 Main St');`,
+    `await page.getByRole('textbox', { name: 'City *' }).fill('Anytown');`,
+    `await page.getByRole('textbox', { name: 'State/Province *' }).fill('XYZ state');`,
+    `await page.getByRole('textbox', { name: 'ZIP/Postal Code *' }).fill('12345');`,
+    `Confirm the order`,
+    `await page.getByRole('button', { name: 'Order' }).click();`,
+    `Verify the total price and estimated delivery for the desk`,
+    `await expect(page.getByText('$299.98')).toBeVisible();`,
+    `await expect(page.getByText('Your order will arrive in approximately 3 days')).toBeVisible();`,
+  ];
+
+  let index = 0;
+  for (const line of expected) {
+    expect(code.substring(index)).toContain(line);
+    index = code.indexOf(line, index) + line.length;
+  }
+});