diff --git a/CHANGELOG.md b/CHANGELOG.md
index 88ced0c5cda..9b41fd7719f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -148,6 +148,7 @@ Docs: https://docs.openclaw.ai
 - Followups/Typing indicator: ensure followup turns mark dispatch idle on every exit path (including `NO_REPLY`, empty payloads, and agent errors) so typing keepalive cleanup always runs and channel typing indicators do not get stuck after queued/silent followups. (#26881) Thanks @codexGW.
 - Voice-call/TTS tools: hide the `tts` tool when the message provider is `voice`, preventing voice-call runs from selecting self-playback TTS and falling into silent no-output loops. (#27025)
 - Agents/Tools: normalize non-standard plugin tool results that omit `content` so embedded runs no longer crash with `Cannot read properties of undefined (reading 'filter')` after tool completion (including `tesseramemo_query`). (#27007)
+- Agents/Tool-call dispatch: trim whitespace-padded tool names in both transcript repair and live streamed embedded-runner responses so exact-match tool lookup no longer fails with `Tool ... not found` for model outputs like `" read "`. (#27094) Thanks @openperf and @Sid-Qin.
 - Cron/Model overrides: when isolated `payload.model` is no longer allowlisted, fall back to default model selection instead of failing the job, while still returning explicit errors for invalid model strings. (#26717) Thanks @Youyou972.
 - Agents/Model fallback: keep explicit text + image fallback chains reachable even when `agents.defaults.models` allowlists are present, prefer explicit run `agentId` over session-key parsing for followup fallback override resolution (with session-key fallback), treat agent-level fallback overrides as configured in embedded runner preflight, and classify `model_cooldown` / `cooling down` errors as `rate_limit` so failover continues. (#11972, #24137, #17231)
 - Agents/Model fallback: keep same-provider fallback chains active when session model differs from configured primary, infer cooldown reason from provider profile state (instead of `disabledReason` only), keep no-profile fallback providers eligible (env/models.json paths), and only relax same-provider cooldown fallback attempts for `rate_limit`. (#23816) thanks @ramezgaberiel.
diff --git a/src/agents/pi-embedded-runner/run/attempt.test.ts b/src/agents/pi-embedded-runner/run/attempt.test.ts
index f314353513b..7f2a05b02f7 100644
--- a/src/agents/pi-embedded-runner/run/attempt.test.ts
+++ b/src/agents/pi-embedded-runner/run/attempt.test.ts
@@ -4,6 +4,7 @@ import {
   resolveAttemptFsWorkspaceOnly,
   resolvePromptBuildHookResult,
   resolvePromptModeForSession,
+  wrapStreamFnTrimToolCallNames,
 } from "./attempt.js";
 
 describe("resolvePromptBuildHookResult", () => {
@@ -103,3 +104,73 @@ describe("resolveAttemptFsWorkspaceOnly", () => {
     ).toBe(false);
   });
 });
+
+describe("wrapStreamFnTrimToolCallNames", () => {
+  function createFakeStream(params: { events: unknown[]; resultMessage: unknown }): {
+    result: () => Promise<unknown>;
+    [Symbol.asyncIterator]: () => AsyncIterator<unknown>;
+  } {
+    return {
+      async result() {
+        return params.resultMessage;
+      },
+      [Symbol.asyncIterator]() {
+        return (async function* () {
+          for (const event of params.events) {
+            yield event;
+          }
+        })();
+      },
+    };
+  }
+
+  it("trims whitespace from live streamed tool call names and final result message", async () => {
+    const partialToolCall = { type: "toolCall", name: " read " };
+    const messageToolCall = { type: "toolCall", name: " exec " };
+    const finalToolCall = { type: "toolCall", name: " write " };
+    const event = {
+      type: "toolcall_delta",
+      partial: { role: "assistant", content: [partialToolCall] },
+      message: { role: "assistant", content: [messageToolCall] },
+    };
+    const finalMessage = { role: "assistant", content: [finalToolCall] };
+    const baseFn = vi.fn(() => createFakeStream({ events: [event], resultMessage: finalMessage }));
+
+    const wrappedFn = wrapStreamFnTrimToolCallNames(baseFn as never);
+    const stream = wrappedFn({} as never, {} as never, {} as never) as Awaited<
+      ReturnType<typeof wrappedFn>
+    >;
+
+    const seenEvents: unknown[] = [];
+    for await (const item of stream) {
+      seenEvents.push(item);
+    }
+    const result = await stream.result();
+
+    expect(seenEvents).toHaveLength(1);
+    expect(partialToolCall.name).toBe("read");
+    expect(messageToolCall.name).toBe("exec");
+    expect(finalToolCall.name).toBe("write");
+    expect(result).toBe(finalMessage);
+    expect(baseFn).toHaveBeenCalledTimes(1);
+  });
+
+  it("supports async stream functions that return a promise", async () => {
+    const finalToolCall = { type: "toolCall", name: " browser " };
+    const finalMessage = { role: "assistant", content: [finalToolCall] };
+    const baseFn = vi.fn(async () =>
+      createFakeStream({
+        events: [],
+        resultMessage: finalMessage,
+      }),
+    );
+
+    const wrappedFn = wrapStreamFnTrimToolCallNames(baseFn as never);
+    const stream = await wrappedFn({} as never, {} as never, {} as never);
+    const result = await stream.result();
+
+    expect(finalToolCall.name).toBe("browser");
+    expect(result).toBe(finalMessage);
+    expect(baseFn).toHaveBeenCalledTimes(1);
+  });
+});
diff --git a/src/agents/pi-embedded-runner/run/attempt.ts b/src/agents/pi-embedded-runner/run/attempt.ts
index 060c53e306a..08706eb57e7 100644
--- a/src/agents/pi-embedded-runner/run/attempt.ts
+++ b/src/agents/pi-embedded-runner/run/attempt.ts
@@ -1,6 +1,6 @@
 import fs from "node:fs/promises";
 import os from "node:os";
-import type { AgentMessage } from "@mariozechner/pi-agent-core";
+import type { AgentMessage, StreamFn } from "@mariozechner/pi-agent-core";
 import { streamSimple } from "@mariozechner/pi-ai";
 import {
   createAgentSession,
@@ -127,6 +127,78 @@ type PromptBuildHookRunner = {
   ) => Promise<PluginHookBeforeAgentStartResult | undefined>;
 };
 
+function trimWhitespaceFromToolCallNamesInMessage(message: unknown): void {
+  if (!message || typeof message !== "object") {
+    return;
+  }
+  const content = (message as { content?: unknown }).content;
+  if (!Array.isArray(content)) {
+    return;
+  }
+  for (const block of content) {
+    if (!block || typeof block !== "object") {
+      continue;
+    }
+    const typedBlock = block as { type?: unknown; name?: unknown };
+    if (typedBlock.type !== "toolCall" || typeof typedBlock.name !== "string") {
+      continue;
+    }
+    const trimmed = typedBlock.name.trim();
+    if (trimmed !== typedBlock.name) {
+      typedBlock.name = trimmed;
+    }
+  }
+}
+
+function wrapStreamTrimToolCallNames(
+  stream: ReturnType<typeof streamSimple>,
+): ReturnType<typeof streamSimple> {
+  const originalResult = stream.result.bind(stream);
+  stream.result = async () => {
+    const message = await originalResult();
+    trimWhitespaceFromToolCallNamesInMessage(message);
+    return message;
+  };
+
+  const originalAsyncIterator = stream[Symbol.asyncIterator].bind(stream);
+  (stream as { [Symbol.asyncIterator]: typeof originalAsyncIterator })[Symbol.asyncIterator] =
+    function () {
+      const iterator = originalAsyncIterator();
+      return {
+        async next() {
+          const result = await iterator.next();
+          if (!result.done && result.value && typeof result.value === "object") {
+            const event = result.value as {
+              partial?: unknown;
+              message?: unknown;
+            };
+            trimWhitespaceFromToolCallNamesInMessage(event.partial);
+            trimWhitespaceFromToolCallNamesInMessage(event.message);
+          }
+          return result;
+        },
+        async return(value?: unknown) {
+          return iterator.return?.(value) ?? { done: true as const, value: undefined };
+        },
+        async throw(error?: unknown) {
+          return iterator.throw?.(error) ?? { done: true as const, value: undefined };
+        },
+      };
+    };
+
+  return stream;
+}
+
+export function wrapStreamFnTrimToolCallNames(baseFn: StreamFn): StreamFn {
+  return (model, context, options) => {
+    const maybeStream = baseFn(model, context, options);
+    if (maybeStream && typeof maybeStream === "object" && "then" in maybeStream) {
+      return Promise.resolve(maybeStream).then((stream) => wrapStreamTrimToolCallNames(stream));
+    }
+    return wrapStreamTrimToolCallNames(maybeStream);
+  };
+}
+
 export async function resolvePromptBuildHookResult(params: {
   prompt: string;
   messages: unknown[];
@@ -769,6 +841,11 @@ export async function runEmbeddedAttempt(
         };
       }
 
+      // Some models emit tool names with surrounding whitespace (e.g. " read ").
+      // pi-agent-core dispatches tool calls with exact string matching, so normalize
+      // names on the live response stream before tool execution.
+      activeSession.agent.streamFn = wrapStreamFnTrimToolCallNames(activeSession.agent.streamFn);
+
       if (anthropicPayloadLogger) {
         activeSession.agent.streamFn = anthropicPayloadLogger.wrapStreamFn(
           activeSession.agent.streamFn,
diff --git a/src/agents/session-transcript-repair.test.ts b/src/agents/session-transcript-repair.test.ts
index e1422f7ea40..1ff6b50ff22 100644
--- a/src/agents/session-transcript-repair.test.ts
+++ b/src/agents/session-transcript-repair.test.ts
@@ -314,4 +314,90 @@ describe("sanitizeToolCallInputs", () => {
       : [];
     expect(types).toEqual(["text", "toolUse"]);
   });
+
+  it("trims leading whitespace from tool names", () => {
+    const input = [
+      {
+        role: "assistant",
+        content: [{ type: "toolCall", id: "call_1", name: " read", arguments: {} }],
+      },
+    ] as unknown as AgentMessage[];
+
+    const out = sanitizeToolCallInputs(input);
+    const toolCalls = getAssistantToolCallBlocks(out);
+
+    expect(toolCalls).toHaveLength(1);
+    expect((toolCalls[0] as { name?: unknown }).name).toBe("read");
+  });
+
+  it("trims trailing whitespace from tool names", () => {
+    const input = [
+      {
+        role: "assistant",
+        content: [{ type: "toolUse", id: "call_1", name: "exec ", input: { command: "ls" } }],
+      },
+    ] as unknown as AgentMessage[];
+
+    const out = sanitizeToolCallInputs(input);
+    const toolCalls = getAssistantToolCallBlocks(out);
+
+    expect(toolCalls).toHaveLength(1);
+    expect((toolCalls[0] as { name?: unknown }).name).toBe("exec");
+  });
+
+  it("trims both leading and trailing whitespace from tool names", () => {
+    const input = [
+      {
+        role: "assistant",
+        content: [
+          { type: "toolCall", id: "call_1", name: " read ", arguments: {} },
+          { type: "toolUse", id: "call_2", name: "  exec  ", input: {} },
+        ],
+      },
+    ] as unknown as AgentMessage[];
+
+    const out = sanitizeToolCallInputs(input);
+    const toolCalls = getAssistantToolCallBlocks(out);
+
+    expect(toolCalls).toHaveLength(2);
+    expect((toolCalls[0] as { name?: unknown }).name).toBe("read");
+    expect((toolCalls[1] as { name?: unknown }).name).toBe("exec");
+  });
+
+  it("trims tool names and matches against allowlist", () => {
+    const input = [
+      {
+        role: "assistant",
+        content: [
+          { type: "toolCall", id: "call_1", name: " read ", arguments: {} },
+          { type: "toolCall", id: "call_2", name: " write ", arguments: {} },
+        ],
+      },
+    ] as unknown as AgentMessage[];
+
+    const out = sanitizeToolCallInputs(input, { allowedToolNames: ["read"] });
+    const toolCalls = getAssistantToolCallBlocks(out);
+
+    expect(toolCalls).toHaveLength(1);
+    expect((toolCalls[0] as { name?: unknown }).name).toBe("read");
+  });
+
+  it("preserves other block properties when trimming tool names", () => {
+    const input = [
+      {
+        role: "assistant",
+        content: [
+          { type: "toolCall", id: "call_1", name: " read ", arguments: { path: "/tmp/test" } },
+        ],
+      },
+    ] as unknown as AgentMessage[];
+
+    const out = sanitizeToolCallInputs(input);
+    const toolCalls = getAssistantToolCallBlocks(out);
+
+    expect(toolCalls).toHaveLength(1);
+    expect((toolCalls[0] as { name?: unknown }).name).toBe("read");
+    expect((toolCalls[0] as { id?: unknown }).id).toBe("call_1");
+    expect((toolCalls[0] as { arguments?: unknown }).arguments).toEqual({ path: "/tmp/test" });
+  });
 });
diff --git a/src/agents/session-transcript-repair.ts b/src/agents/session-transcript-repair.ts
index 31b9624874c..33d7fcc55ef 100644
--- a/src/agents/session-transcript-repair.ts
+++ b/src/agents/session-transcript-repair.ts
@@ -60,7 +60,7 @@ function hasToolCallName(block: ToolCallBlock, allowedToolNames: Set<string> | n
     return false;
   }
   const trimmed = block.name.trim();
-  if (!trimmed || trimmed !== block.name) {
+  if (!trimmed) {
     return false;
   }
   if (trimmed.length > TOOL_CALL_NAME_MAX_CHARS || !TOOL_CALL_NAME_RE.test(trimmed)) {
@@ -143,8 +143,9 @@ export function repairToolCallInputs(
       continue;
     }
 
-    const nextContent = [];
+    const nextContent: typeof msg.content = [];
     let droppedInMessage = 0;
+    let trimmedInMessage = 0;
 
     for (const block of msg.content) {
       if (
@@ -158,6 +159,19 @@ export function repairToolCallInputs(
         changed = true;
         continue;
       }
+      // Normalize tool call names by trimming whitespace so that downstream
+      // lookup (toolsByName map) matches correctly even when the model emits
+      // names with leading/trailing spaces (e.g. " read" → "read").
+      if (isToolCallBlock(block) && typeof (block as ToolCallBlock).name === "string") {
+        const rawName = (block as ToolCallBlock).name as string;
+        if (rawName !== rawName.trim()) {
+          const normalized = { ...block, name: rawName.trim() } as typeof block;
+          nextContent.push(normalized);
+          trimmedInMessage += 1;
+          changed = true;
+          continue;
+        }
+      }
       nextContent.push(block);
     }
 
@@ -171,6 +185,13 @@ export function repairToolCallInputs(
       continue;
     }
 
+    // When tool names were trimmed but nothing was dropped,
+    // we still need to emit the message with the normalized content.
+    if (trimmedInMessage > 0) {
+      out.push({ ...msg, content: nextContent });
+      continue;
+    }
+
     out.push(msg);
   }