diff --git a/README.md b/README.md
index 9f48550..d0d5cd5 100644
--- a/README.md
+++ b/README.md
@@ -14,33 +14,49 @@ A Go-based MCP (Model Context Protocol) server for Claude Code providing intelli
 
 ## Installation
 
-### Binary Releases (Recommended)
+### Quick Install (Recommended)
+
+Install the latest version with a single command:
+
+```bash
+curl -sSL https://raw.githubusercontent.com/lukaszraczylo/filepuff-mcp/main/scripts/install.sh | bash
+```
+
+This script will:
+- Automatically detect your platform (OS and architecture)
+- Download the latest release
+- Verify checksums
+- Install to `~/.local/bin` (or `/usr/local/bin` if needed)
+- Make the binary executable
+
+### Manual Installation
 
 Download pre-built binaries from the [releases page](https://github.com/lukaszraczylo/filepuff-mcp/releases):
 
 ```bash
 # macOS (ARM64)
-curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff-darwin-arm64.tar.gz | tar xz
-sudo mv mcp-filepuff /usr/local/bin/
+curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff_<version>_darwin_arm64.tar.gz | tar xz
+mv mcp-filepuff ~/.local/bin/
 
 # macOS (AMD64)
-curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff-darwin-amd64.tar.gz | tar xz
-sudo mv mcp-filepuff /usr/local/bin/
+curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff_<version>_darwin_amd64.tar.gz | tar xz
+mv mcp-filepuff ~/.local/bin/
 
 # Linux (ARM64)
-curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff-linux-arm64.tar.gz | tar xz
-sudo mv mcp-filepuff /usr/local/bin/
+curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff_<version>_linux_arm64.tar.gz | tar xz
+mv mcp-filepuff ~/.local/bin/
 
 # Linux (AMD64)
-curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff-linux-amd64.tar.gz | tar xz
-sudo mv mcp-filepuff /usr/local/bin/
+curl -L https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff_<version>_linux_amd64.tar.gz | tar xz
+mv mcp-filepuff ~/.local/bin/
 
 # Windows (PowerShell)
-Invoke-WebRequest -Uri "https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff-windows-amd64.zip" -OutFile mcp-filepuff.zip
-Expand-Archive mcp-filepuff.zip -DestinationPath .
-Move-Item mcp-filepuff.exe C:\Windows\System32\
+Invoke-WebRequest -Uri "https://github.com/lukaszraczylo/filepuff-mcp/releases/latest/download/mcp-filepuff_<version>_windows_amd64.zip" -OutFile mcp-filepuff.zip
+Expand-Archive mcp-filepuff.zip -DestinationPath $env:USERPROFILE\.local\bin
 ```
 
+Replace `<version>` with the actual version (e.g., `v1.0.0`).
+
 ### Prerequisites
 
 - [ripgrep](https://github.com/BurntSushi/ripgrep) (`rg`) installed and in PATH
diff --git a/scripts/install.sh b/scripts/install.sh
new file mode 100755
index 0000000..0cd5d67
--- /dev/null
+++ b/scripts/install.sh
@@ -0,0 +1,208 @@
+#!/bin/bash
+
+# MCP Filepuff Installation Script
+# Downloads and installs the latest version of mcp-filepuff
+
+set -e
+
+# Colors for output
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+NC='\033[0m' # No Color
+
+# GitHub repository information
+REPO="lukaszraczylo/filepuff-mcp"
+BINARY_NAME="mcp-filepuff"
+
+# Installation directory (will try ~/.local/bin first, then /usr/local/bin)
+INSTALL_DIR="${INSTALL_DIR:-$HOME/.local/bin}"
+
+# Functions
+print_info() {
+    echo -e "${GREEN}[INFO]${NC} $1"
+}
+
+print_warn() {
+    echo -e "${YELLOW}[WARN]${NC} $1"
+}
+
+print_error() {
+    echo -e "${RED}[ERROR]${NC} $1" >&2
+}
+
+detect_platform() {
+    local os
+    local arch
+
+    # Detect OS
+    case "$(uname -s)" in
+        Linux*)     os="linux" ;;
+        Darwin*)    os="darwin" ;;
+        MINGW*|MSYS*|CYGWIN*)
+            print_error "Windows is not directly supported. Please use WSL2."
+            exit 1
+            ;;
+        *)
+            print_error "Unsupported operating system: $(uname -s)"
+            exit 1
+            ;;
+    esac
+
+    # Detect architecture
+    case "$(uname -m)" in
+        x86_64|amd64)   arch="amd64" ;;
+        arm64|aarch64)  arch="arm64" ;;
+        *)
+            print_error "Unsupported architecture: $(uname -m)"
+            exit 1
+            ;;
+    esac
+
+    echo "${os}_${arch}"
+}
+
+check_dependencies() {
+    local missing_deps=()
+
+    # Check for required commands
+    for cmd in curl tar; do
+        if ! command -v "$cmd" &> /dev/null; then
+            missing_deps+=("$cmd")
+        fi
+    done
+
+    if [ ${#missing_deps[@]} -ne 0 ]; then
+        print_error "Missing required dependencies: ${missing_deps[*]}"
+        print_error "Please install them and try again."
+        exit 1
+    fi
+}
+
+get_latest_version() {
+    local version
+    version=$(curl -sSf "https://api.github.com/repos/${REPO}/releases/latest" | grep '"tag_name"' | cut -d'"' -f4)
+
+    if [ -z "$version" ]; then
+        print_error "Failed to fetch latest version from GitHub"
+        exit 1
+    fi
+
+    echo "$version"
+}
+
+download_and_install() {
+    local version="$1"
+    local platform="$2"
+    local tmpdir
+
+    tmpdir=$(mktemp -d)
+    trap 'rm -rf "$tmpdir"' EXIT
+
+    print_info "Downloading mcp-filepuff ${version} for ${platform}..."
+
+    # Construct download URLs
+    local archive_name="mcp-filepuff_${version#v}_${platform}.tar.gz"
+    local archive_url="https://github.com/${REPO}/releases/download/${version}/${archive_name}"
+    local checksum_url="https://github.com/${REPO}/releases/download/${version}/checksums.txt"
+
+    # Download archive
+    if ! curl -sSfL "$archive_url" -o "$tmpdir/$archive_name"; then
+        print_error "Failed to download $archive_url"
+        exit 1
+    fi
+
+    # Download checksums
+    if ! curl -sSfL "$checksum_url" -o "$tmpdir/checksums.txt"; then
+        print_warn "Failed to download checksums, skipping verification"
+    else
+        print_info "Verifying checksum..."
+        cd "$tmpdir"
+        if grep "$archive_name" checksums.txt | sha256sum -c --status; then
+            print_info "Checksum verification passed"
+        else
+            print_error "Checksum verification failed"
+            exit 1
+        fi
+        cd - > /dev/null
+    fi
+
+    # Extract archive
+    print_info "Extracting archive..."
+    tar -xzf "$tmpdir/$archive_name" -C "$tmpdir"
+
+    # Ensure install directory exists
+    if [ ! -d "$INSTALL_DIR" ]; then
+        print_info "Creating installation directory: $INSTALL_DIR"
+        mkdir -p "$INSTALL_DIR"
+    fi
+
+    # Install binary
+    print_info "Installing to $INSTALL_DIR/$BINARY_NAME..."
+    if [ -w "$INSTALL_DIR" ]; then
+        cp "$tmpdir/$BINARY_NAME" "$INSTALL_DIR/$BINARY_NAME"
+        chmod +x "$INSTALL_DIR/$BINARY_NAME"
+    else
+        print_warn "No write permission to $INSTALL_DIR, trying with sudo..."
+        sudo cp "$tmpdir/$BINARY_NAME" "$INSTALL_DIR/$BINARY_NAME"
+        sudo chmod +x "$INSTALL_DIR/$BINARY_NAME"
+    fi
+
+    print_info "Installation complete!"
+}
+
+check_path() {
+    if ! echo "$PATH" | grep -q "$INSTALL_DIR"; then
+        print_warn "$INSTALL_DIR is not in your PATH"
+        print_warn "Add it to your PATH by adding this line to your shell profile:"
+        echo ""
+        echo "    export PATH=\"\$PATH:$INSTALL_DIR\""
+        echo ""
+    fi
+}
+
+verify_installation() {
+    if command -v "$BINARY_NAME" &> /dev/null; then
+        local installed_version
+        installed_version=$("$BINARY_NAME" -version 2>&1 || echo "unknown")
+        print_info "Successfully installed: $installed_version"
+    else
+        print_warn "Binary installed but not found in PATH"
+        print_info "You can run it directly: $INSTALL_DIR/$BINARY_NAME"
+    fi
+}
+
+main() {
+    print_info "MCP Filepuff Installation Script"
+    echo ""
+
+    # Check dependencies
+    check_dependencies
+
+    # Detect platform
+    local platform
+    platform=$(detect_platform)
+    print_info "Detected platform: $platform"
+
+    # Get latest version
+    local version
+    version=$(get_latest_version)
+    print_info "Latest version: $version"
+    echo ""
+
+    # Download and install
+    download_and_install "$version" "$platform"
+    echo ""
+
+    # Check PATH
+    check_path
+
+    # Verify installation
+    verify_installation
+    echo ""
+
+    print_info "To get started, run: $BINARY_NAME --help"
+}
+
+# Run main function
+main "$@"