diff --git a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0273.log-payloads.json b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0273.log-payloads.json
index 2ab51b170..69590d2f3 100644
--- a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0273.log-payloads.json
+++ b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0273.log-payloads.json
@@ -234,9 +234,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:1>",
           "input": {
             "location": "Paris, France"
@@ -287,9 +284,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:2>",
           "input": {
             "location": "Paris, France"
diff --git a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0390.log-payloads.json b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0390.log-payloads.json
index 30d2b4d04..ba4f1d519 100644
--- a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0390.log-payloads.json
+++ b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0390.log-payloads.json
@@ -234,9 +234,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:1>",
           "input": {
             "location": "Paris, France"
@@ -287,9 +284,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:2>",
           "input": {
             "location": "Paris, France"
diff --git a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0712.log-payloads.json b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0712.log-payloads.json
index b46bfc0c0..0de23aac4 100644
--- a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0712.log-payloads.json
+++ b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0712.log-payloads.json
@@ -234,9 +234,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:1>",
           "input": {
             "location": "Paris, France"
@@ -287,9 +284,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:2>",
           "input": {
             "location": "Paris, France"
diff --git a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0730.log-payloads.json b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0730.log-payloads.json
index b46bfc0c0..0de23aac4 100644
--- a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0730.log-payloads.json
+++ b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0730.log-payloads.json
@@ -234,9 +234,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:1>",
           "input": {
             "location": "Paris, France"
@@ -287,9 +284,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:2>",
           "input": {
             "location": "Paris, France"
diff --git a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0780.log-payloads.json b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0780.log-payloads.json
index b46bfc0c0..0de23aac4 100644
--- a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0780.log-payloads.json
+++ b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0780.log-payloads.json
@@ -234,9 +234,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:1>",
           "input": {
             "location": "Paris, France"
@@ -287,9 +284,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:2>",
           "input": {
             "location": "Paris, France"
diff --git a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0800.log-payloads.json b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0800.log-payloads.json
index b46bfc0c0..0de23aac4 100644
--- a/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0800.log-payloads.json
+++ b/e2e/scenarios/anthropic-instrumentation/__snapshots__/anthropic-v0800.log-payloads.json
@@ -234,9 +234,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:1>",
           "input": {
             "location": "Paris, France"
@@ -287,9 +284,6 @@
     "output": {
       "content": [
         {
-          "caller": {
-            "type": "direct"
-          },
           "id": "<span:2>",
           "input": {
             "location": "Paris, France"
diff --git a/e2e/scenarios/anthropic-instrumentation/assertions.ts b/e2e/scenarios/anthropic-instrumentation/assertions.ts
index 6658c9ccc..9eb8a7362 100644
--- a/e2e/scenarios/anthropic-instrumentation/assertions.ts
+++ b/e2e/scenarios/anthropic-instrumentation/assertions.ts
@@ -89,6 +89,10 @@ function summarizeAnthropicPayload(event: CapturedLogEvent): Json {
   const output = structuredClone(
     summary.output as {
       content: Array<{
+        caller?: unknown;
+        input?: Record<string, unknown>;
+        name?: string;
+        id?: string;
         text?: string;
         type?: string;
         thinking?: string;
@@ -124,6 +128,18 @@ function summarizeAnthropicPayload(event: CapturedLogEvent): Json {
     return summary;
   }
 
+  // `caller` is only present in newer Anthropic SDK responses.
+  // Drop it so payload snapshots stay stable across SDK versions.
+  for (const block of output.content) {
+    if (
+      (block.type === "tool_use" || block.type === "server_tool_use") &&
+      "caller" in block
+    ) {
+      delete block.caller;
+    }
+  }
+  summary.output = output as Json;
+
   const textBlock = output.content.find(
     (block) => block.type === "text" && typeof block.text === "string",
   );
@@ -564,9 +580,18 @@ export function defineAnthropicInstrumentationAssertions(options: {
         expect(span?.row.metadata).toMatchObject({
           provider: "anthropic",
         });
-        expect(span?.metrics).toMatchObject({
-          server_tool_use_web_search_requests: expect.any(Number),
-        });
+        const metrics = (span?.metrics ?? {}) as Record<string, unknown>;
+        if ("server_tool_use_web_search_requests" in metrics) {
+          expect(metrics.server_tool_use_web_search_requests).toEqual(
+            expect.any(Number),
+          );
+        } else {
+          expect(metrics).toMatchObject({
+            completion_tokens: expect.any(Number),
+            prompt_tokens: expect.any(Number),
+            tokens: expect.any(Number),
+          });
+        }
         expect(
           output?.content?.some(
             (block) =>
diff --git a/e2e/scenarios/openai-instrumentation/assertions.ts b/e2e/scenarios/openai-instrumentation/assertions.ts
index 07dc501c0..b0b377329 100644
--- a/e2e/scenarios/openai-instrumentation/assertions.ts
+++ b/e2e/scenarios/openai-instrumentation/assertions.ts
@@ -342,21 +342,20 @@ function summarizeChatOutput(output: Json): Json {
   }) satisfies Json;
 }
 
-function summarizeResponsesOutput(output: Json): Json {
+function summarizeResponsesOutput(
+  output: Json,
+  options?: {
+    // For normalization across SDK versions
+    dropEmptyOutputTextMessages?: boolean;
+  },
+): Json {
   if (!Array.isArray(output)) {
     return null;
   }
 
-  // Deduplicate identical items — the Responses API occasionally returns
-  // duplicate output entries (e.g., two identical "message" items when
-  // streaming), which would cause non-deterministic snapshot failures.
-  const seen = new Set<string>();
-  const result: Json[] = [];
-
-  for (const item of output) {
+  const summaries = output.map((item) => {
     if (!isRecord(item as Json)) {
-      result.push(null);
-      continue;
+      return null;
     }
 
     const content = Array.isArray(item.content) ? item.content : [];
@@ -369,22 +368,49 @@ function summarizeResponsesOutput(output: Json): Json {
       isRecord(entry as Json) ? jsonKeysFromText(entry.text) : [],
     );
 
-    const summarized = {
+    return {
       content_types: contentTypes,
       json_keys: [...new Set(jsonKeys)].sort(),
       role: item.role ?? null,
       status: item.status ?? null,
       type: item.type ?? null,
     } satisfies Json;
+  });
+
+  const filtered = options?.dropEmptyOutputTextMessages
+    ? summaries.filter((item) => {
+        if (!isRecord(item as Json)) {
+          return true;
+        }
+
+        return !(
+          item.role === "assistant" &&
+          item.status === "completed" &&
+          item.type === "message" &&
+          Array.isArray(item.content_types) &&
+          item.content_types.length === 1 &&
+          item.content_types[0] === "output_text" &&
+          Array.isArray(item.json_keys) &&
+          item.json_keys.length === 0
+        );
+      })
+    : summaries;
 
+  // Deduplicate identical items — the Responses API occasionally returns
+  // duplicate output entries (e.g., two identical "message" items when
+  // streaming), which would cause non-deterministic snapshot failures.
+  const seen = new Set<string>();
+  const deduped: Json[] = [];
+
+  for (const summarized of filtered) {
     const key = JSON.stringify(summarized);
     if (!seen.has(key)) {
       seen.add(key);
-      result.push(summarized);
+      deduped.push(summarized);
     }
   }
 
-  return result;
+  return deduped;
 }
 
 function summarizeOutput(name: string, output: Json): Json {
@@ -413,12 +439,17 @@ function summarizeOutput(name: string, output: Json): Json {
 
   if (
     name === "openai.responses.create" ||
-    name === "openai.responses.parse" ||
     name === "openai.responses.compact"
   ) {
     return summarizeResponsesOutput(output);
   }
 
+  if (name === "openai.responses.parse") {
+    return summarizeResponsesOutput(output, {
+      dropEmptyOutputTextMessages: true,
+    });
+  }
+
   return output === null || output === undefined
     ? null
     : ({ kind: typeof output } satisfies Json);
diff --git a/js/src/instrumentation/plugins/anthropic-plugin.test.ts b/js/src/instrumentation/plugins/anthropic-plugin.test.ts
index fd9eb037a..811221c4f 100644
--- a/js/src/instrumentation/plugins/anthropic-plugin.test.ts
+++ b/js/src/instrumentation/plugins/anthropic-plugin.test.ts
@@ -621,6 +621,51 @@ describe("aggregateAnthropicStreamChunks", () => {
     });
   });
 
+  it("should parse streamed input_json_delta for server_tool_use blocks", () => {
+    const chunks = [
+      {
+        type: "content_block_start",
+        index: 0,
+        content_block: {
+          type: "server_tool_use",
+          id: "srvtoolu_abc123",
+          name: "web_search",
+          input: {},
+        },
+      },
+      {
+        type: "content_block_delta",
+        index: 0,
+        delta: {
+          type: "input_json_delta",
+          partial_json: '{"query":"braintrust"',
+        },
+      },
+      {
+        type: "content_block_delta",
+        index: 0,
+        delta: {
+          type: "input_json_delta",
+          partial_json: ',"max_uses":1}',
+        },
+      },
+      { type: "content_block_stop", index: 0 },
+    ];
+
+    const result = aggregateAnthropicStreamChunks(chunks);
+
+    expect(result.output).toEqual({
+      content: [
+        {
+          type: "server_tool_use",
+          id: "srvtoolu_abc123",
+          name: "web_search",
+          input: { query: "braintrust", max_uses: 1 },
+        },
+      ],
+    });
+  });
+
   it("should preserve web_search_tool_result blocks without deltas", () => {
     const chunks = [
       {
diff --git a/js/src/instrumentation/plugins/anthropic-plugin.ts b/js/src/instrumentation/plugins/anthropic-plugin.ts
index 54c056a6a..fcda080bc 100644
--- a/js/src/instrumentation/plugins/anthropic-plugin.ts
+++ b/js/src/instrumentation/plugins/anthropic-plugin.ts
@@ -150,6 +150,13 @@ type ContentBlockAccumulator = {
   citations: AnthropicCitation[];
 };
 
+type ToolUseLikeContentBlock = {
+  type: "tool_use" | "server_tool_use";
+  id: string;
+  name: string;
+  input: Record<string, unknown>;
+};
+
 export function aggregateAnthropicStreamChunks(
   chunks: AnthropicStreamEvent[],
 ): {
@@ -300,16 +307,26 @@ function finalizeContentBlock(
   const acc = contentBlockDeltas[index];
   const text = acc?.textDeltas.join("") ?? "";
 
-  if (isToolUseContentBlock(contentBlock)) {
+  if (isToolUseLikeContentBlock(contentBlock)) {
     if (!text) {
       return;
     }
 
     try {
-      contentBlocks[index] = {
-        ...contentBlock,
-        input: JSON.parse(text),
+      const parsedInput = JSON.parse(text) as unknown;
+      if (!isObject(parsedInput)) {
+        fallbackTextDeltas.push(text);
+        delete contentBlocks[index];
+        return;
+      }
+
+      const parsedToolUseBlock: ToolUseLikeContentBlock = {
+        type: contentBlock.type,
+        id: contentBlock.id,
+        name: contentBlock.name,
+        input: parsedInput,
       };
+      contentBlocks[index] = parsedToolUseBlock;
     } catch {
       fallbackTextDeltas.push(text);
       delete contentBlocks[index];
@@ -361,10 +378,16 @@ function isTextContentBlock(
   return contentBlock.type === "text";
 }
 
-function isToolUseContentBlock(
+function isToolUseLikeContentBlock(
   contentBlock: AnthropicOutputContentBlock,
-): contentBlock is Extract<AnthropicOutputContentBlock, { type: "tool_use" }> {
-  return contentBlock.type === "tool_use";
+): contentBlock is ToolUseLikeContentBlock {
+  return (
+    (contentBlock.type === "tool_use" ||
+      contentBlock.type === "server_tool_use") &&
+    typeof (contentBlock as { id?: unknown }).id === "string" &&
+    typeof (contentBlock as { name?: unknown }).name === "string" &&
+    isObject((contentBlock as { input?: unknown }).input)
+  );
 }
 
 function isThinkingContentBlock(
diff --git a/js/src/vendor-sdk-types/anthropic.ts b/js/src/vendor-sdk-types/anthropic.ts
index 79f8258b1..eda552d4a 100644
--- a/js/src/vendor-sdk-types/anthropic.ts
+++ b/js/src/vendor-sdk-types/anthropic.ts
@@ -87,15 +87,42 @@ export interface AnthropicCitation {
   [key: string]: unknown;
 }
 
+export interface AnthropicToolUseContentBlock {
+  type: "tool_use";
+  id: string;
+  name: string;
+  input: Record<string, unknown>;
+}
+
+export interface AnthropicServerToolUseContentBlock {
+  type: "server_tool_use";
+  id: string;
+  name: string;
+  input: Record<string, unknown>;
+}
+
+export interface AnthropicWebSearchResultContentBlock {
+  type: string;
+  [key: string]: unknown;
+}
+
+export interface AnthropicWebSearchToolResultContentBlock {
+  type: "web_search_tool_result";
+  tool_use_id: string;
+  content: AnthropicWebSearchResultContentBlock[];
+}
+
+export interface AnthropicThinkingContentBlock {
+  type: "thinking";
+  thinking: string;
+}
+
 export type AnthropicOutputContentBlock =
   | { type: "text"; text: string; citations?: AnthropicCitation[] }
-  | {
-      type: "tool_use";
-      id: string;
-      name: string;
-      input: Record<string, unknown>;
-    }
-  | { type: "thinking"; thinking: string }
+  | AnthropicToolUseContentBlock
+  | AnthropicServerToolUseContentBlock
+  | AnthropicWebSearchToolResultContentBlock
+  | AnthropicThinkingContentBlock
   | { type: string };
 
 export interface AnthropicUsage {
diff --git a/turbo.json b/turbo.json
index 42046bc5d..f33fe0a5d 100644
--- a/turbo.json
+++ b/turbo.json
@@ -32,6 +32,7 @@
       "outputs": []
     },
     "test:e2e": {
+      "cache": false,
       "env": [
         "ANTHROPIC_API_KEY",
         "BRAINTRUST_API_KEY",
@@ -52,6 +53,7 @@
       "outputs": []
     },
     "test:e2e:canary": {
+      "cache": false,
       "env": [
         "ANTHROPIC_API_KEY",
         "BRAINTRUST_API_KEY",
@@ -67,6 +69,7 @@
       "outputs": []
     },
     "test:e2e:update": {
+      "cache": false,
       "env": [
         "ANTHROPIC_API_KEY",
         "BRAINTRUST_API_KEY",