diff --git a/README.md b/README.md
index 8cb26cc..a2407cb 100644
--- a/README.md
+++ b/README.md
@@ -80,7 +80,7 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
 | [Parallel Flow](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-parallel-batch-flow) | ★☆☆ <br> *Beginner*   | A parallel image processing demo showing 8x speedup with multiple filters |
 | [Thinking](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-thinking) | ★☆☆ <br> *Beginner*   | Solve complex reasoning problems through Chain-of-Thought |
 | [Memory](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-memory) | ★☆☆ <br> *Beginner* | A chat bot with short-term and long-term memory |
-| [MCP](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-mcp) | ★☆☆ <br> *Beginner* |  Agent using Model Context Protocol for merical operations |
+| [MCP](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-mcp) | ★☆☆ <br> *Beginner* |  Agent using Model Context Protocol for numerical operations |
 
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