From bee2167ee3d14d2c8c05bf0b1fd0a9e16848e3c0 Mon Sep 17 00:00:00 2001
From: Yichuan Wang <73766326+yichuan-w@users.noreply.github.com>
Date: Fri, 15 Aug 2025 17:21:23 -0700
Subject: [PATCH] docs: update READMEs (MCP docs + conclusion polish)

- Polish conclusion in packages/leann-mcp/README.md
- Sync root README wording and links
---
 README.md                    | 11 ++++++-----
 packages/leann-mcp/README.md |  2 +-
 2 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/README.md b/README.md
index d37f79e..91b6b5f 100755
--- a/README.md
+++ b/README.md
@@ -426,21 +426,21 @@ Once the index is built, you can ask questions like:
 **The future of code assistance is here.** Transform your development workflow with LEANN's native MCP integration for Claude Code. Index your entire codebase and get intelligent code assistance directly in your IDE.
 
 **Key features:**
-- 🔍 **Semantic code search** across your entire project
+- 🔍 **Semantic code search** across your entire project, fully local index and lightweight
 - 📚 **Context-aware assistance** for debugging and development
 - 🚀 **Zero-config setup** with automatic language detection
 
 ```bash
 # Install LEANN globally for MCP integration
-uv tool install leann-core
-
+uv tool install leann-core --with leann
+claude mcp add --scope user leann-server -- leann_mcp
 # Setup is automatic - just start using Claude Code!
 ```
 Try our fully agentic pipeline with auto query rewriting, semantic search planning, and more:
 
 ![LEANN MCP Integration](assets/mcp_leann.png)
 
-**Ready to supercharge your coding?** [Complete Setup Guide →](packages/leann-mcp/README.md)
+**🔥 Ready to supercharge your coding?** [Complete Setup Guide →](packages/leann-mcp/README.md)
 
 ## 🖥️ Command Line Interface
 
@@ -457,7 +457,8 @@ leann --help
 **To make it globally available:**
 ```bash
 # Install the LEANN CLI globally using uv tool
-uv tool install leann-core
+uv tool install leann-core --with leann
+
 
 # Now you can use leann from anywhere without activating venv
 leann --help
diff --git a/packages/leann-mcp/README.md b/packages/leann-mcp/README.md
index f19bb85..cf783d4 100644
--- a/packages/leann-mcp/README.md
+++ b/packages/leann-mcp/README.md
@@ -92,7 +92,7 @@ leann build docs-and-configs --docs $(git ls-files "*.md" "*.yml" "*.yaml" "*.js
 ```
 
 
-**Try this in Claude Code:**
+## **Try this in Claude Code:**
 ```
 Help me understand this codebase. List available indexes and search for authentication patterns.
 ```