diff --git a/lua/plugins/lsp/conform.lua b/lua/plugins/lsp/conform.lua
index 7960853..3c6e030 100644
--- a/lua/plugins/lsp/conform.lua
+++ b/lua/plugins/lsp/conform.lua
@@ -34,7 +34,8 @@ return {
 				scss = { "prettierd", "prettier" },
 				less = { "prettierd", "prettier" },
 				sh = { "shfmt" },
-				["*"] = { "lsp" }, -- 任何文件类型的后备
+				go = { "gofumpt", "golines" },
+				rust = { "rustfmt" },
 			},
 
 			-- 精确配置每个格式化工具
@@ -80,6 +81,22 @@ return {
 					args = { "-i", "2", "-ci", "-bn" }, -- 2空格缩进，case缩进，二元运算符换行
 					stdin = true,
 				},
+
+				gofumpt = {
+					command = "gofumpt",
+					stdin = true,
+				},
+				golines = {
+					command = "golines",
+					args = { "--max-len=120", "-w" },
+					stdin = false,
+				},
+
+				rustfmt = {
+					command = "rustfmt",
+					args = { "--emit=stdout" },
+					stdin = true,
+				},
 			},
 
 			-- 保存时自动格式化
@@ -110,6 +127,10 @@ return {
 				"black",
 				"isort",
 				"shfmt",
+
+				"gofumpt",
+				"golines",
+				"rustfmt",
 			}
 
 			local status = {}
diff --git a/lua/plugins/lsp/dap.lua b/lua/plugins/lsp/dap.lua
index 0767d84..b6219a8 100644
--- a/lua/plugins/lsp/dap.lua
+++ b/lua/plugins/lsp/dap.lua
@@ -17,18 +17,87 @@ return {
 			-- 5. Mason 集成
 			"williamboman/mason.nvim",
 			"jay-babu/mason-nvim-dap.nvim",
-			-- 6. 调试适配器安装 (Python)
+			-- 调试适配器安装
+			-- Python
 			"mfussenegger/nvim-dap-python",
+			-- Rust
+			"simrat39/rust-tools.nvim",
 		},
 		config = function()
 			local dap = require("dap")
 			local dapui = require("dapui")
 
-			-- 配置 Python 调试器
+			-- Python 调试配置
 			require("dap-python").setup("python", {
 				console = "integratedTerminal",
 			})
 
+			-- Rust 调试配置
+			local rust_lsp_config = {
+				name = "rust_analyzer",
+				capabilities = capabilities,
+				on_attach = function(client, bufnr)
+					-- 保留原有的 on_attach 逻辑
+					on_attach(client, bufnr)
+
+					-- Rust 特定快捷键
+					vim.keymap.set(
+						"n",
+						"<leader>rr",
+						"<cmd>RustRunnables<CR>",
+						{ buffer = bufnr, desc = "Rust 运行选项" }
+					)
+					vim.keymap.set(
+						"n",
+						"<leader>rc",
+						"<cmd>RustOpenCargo<CR>",
+						{ buffer = bufnr, desc = "打开 Cargo.toml" }
+					)
+				end,
+				settings = {
+					["rust-analyzer"] = {
+						cargo = {
+							allFeatures = true,
+						},
+						checkOnSave = {
+							command = "clippy", -- 使用 clippy 进行代码检查
+						},
+					},
+				},
+			}
+
+			-- Golang 调试配置
+			dap.adapters.go = {
+				type = "server",
+				port = "${port}",
+				executable = {
+					command = "dlv",
+					args = { "dap", "-l", "127.0.0.1:${port}" },
+				},
+			}
+			dap.configurations.go = {
+				{
+					type = "go",
+					name = "Launch",
+					request = "launch",
+					program = "${file}",
+				},
+				{
+					type = "go",
+					name = "Launch test",
+					request = "launch",
+					mode = "test",
+					program = "${file}",
+				},
+				{
+					type = "go",
+					name = "Launch test (package)",
+					request = "launch",
+					mode = "test",
+					program = "${workspaceFolder}",
+				},
+			}
+
 			-- 虚拟文本配置
 			require("nvim-dap-virtual-text").setup({
 				highlight_changed_variables = true,
@@ -85,7 +154,7 @@ return {
 
 			-- Mason DAP 配置
 			require("mason-nvim-dap").setup({
-				ensure_installed = { "python" },
+				ensure_installed = { "python", "delve", "codelldb" },
 				handlers = {
 					function(config)
 						require("mason-nvim-dap").default_setup(config)
diff --git a/lua/plugins/lsp/lspconfig.lua b/lua/plugins/lsp/lspconfig.lua
index ea791a8..ec0f8a0 100644
--- a/lua/plugins/lsp/lspconfig.lua
+++ b/lua/plugins/lsp/lspconfig.lua
@@ -21,43 +21,73 @@ return {
 					end,
 				})
 			end
-
-			-- 其他 on_attach 配置...
 		end
 
-		-- ✅ 修正: 这里使用 LSP 服务器名称 (不是 Mason 包名)
+		local server_configs = {
+			lua_ls = {
+				settings = {
+					Lua = {
+						runtime = { version = "LuaJIT" },
+						diagnostics = { globals = { "vim" } },
+						workspace = {
+							library = {
+								[vim.fn.expand("$VIMRUNTIME/lua")] = true,
+								[vim.fn.expand("$VIMRUNTIME/lua/vim/lsp")] = true,
+							},
+						},
+						telemetry = { enable = false },
+					},
+				},
+			},
+			gopls = {
+				settings = {
+					gopls = {
+						gofumpt = true, -- 使用 gofumpt 格式化
+						usePlaceholders = true,
+						completeUnimported = true,
+						analyses = {
+							unusedparams = true,
+							shadow = true,
+						},
+					},
+				},
+			},
+			rust_analyzer = {
+				settings = {
+					["rust-analyzer"] = {
+						cargo = {
+							allFeatures = true,
+						},
+						checkOnSave = {
+							command = "clippy", -- 使用 clippy 进行代码检查
+						},
+					},
+				},
+			},
+		}
+
 		require("mason-lspconfig").setup({
 			ensure_installed = {
-				"lua_ls", -- LSP 服务器名称
-				"pyright", -- LSP 服务器名称 (与包名相同)
-				"jsonls", -- JSON LSP 服务器
-				"vimls", -- Vim Script LSP 服务器
+				"lua_ls",
+				"pyright",
+				"jsonls",
+				"vimls",
+
+				"gopls",
+				"rust_analyzer",
 			},
 			handlers = {
 				function(server_name)
-					local opts = {
-						capabilities = capabilities,
-						on_attach = on_attach,
-					}
-
-					-- 特定服务器配置
-					if server_name == "lua_ls" then
-						opts.settings = {
-							Lua = {
-								runtime = { version = "LuaJIT" },
-								diagnostics = { globals = { "vim" } },
-								workspace = {
-									library = {
-										[vim.fn.expand("$VIMRUNTIME/lua")] = true,
-										[vim.fn.expand("$VIMRUNTIME/lua/vim/lsp")] = true,
-									},
-								},
-								telemetry = { enable = false },
+					vim.lsp.config({
+						servers = {
+							[server_name] = {
+								cmd = require("lspconfig")[server_name].document_config.default_config.cmd,
+								capabilities = capabilities,
+								on_attach = on_attach,
+								settings = server_configs[server_name] and server_configs[server_name].settings or {},
 							},
-						}
-					end
-
-					require("lspconfig")[server_name].setup(opts)
+						},
+					})
 				end,
 			},
 		})
diff --git a/lua/plugins/lsp/mason.lua b/lua/plugins/lsp/mason.lua
index df425be..120a6f8 100644
--- a/lua/plugins/lsp/mason.lua
+++ b/lua/plugins/lsp/mason.lua
@@ -24,6 +24,13 @@ return {
 				"pyright",
 				"vim-language-server",
 
+				"gopls",
+				"golines",
+				"golangci-lint",
+
+				"rust-analyzer",
+				"rustfmt",
+
 				-- 格式化工具
 				"stylua",
 				"prettier",
diff --git a/lua/plugins/runner.lua b/lua/plugins/runner.lua
index ea371c6..dd9cbd6 100644
--- a/lua/plugins/runner.lua
+++ b/lua/plugins/runner.lua
@@ -7,6 +7,8 @@ return {
 				python = "python -u",
 				lua = "lua",
 				sh = "bash",
+				go = "go run",
+				rust = "cargo run",
 			},
 		})
 		-- 添加快捷键
diff --git a/lua/plugins/treesitter.lua b/lua/plugins/treesitter.lua
index 1d5c096..490b0c7 100644
--- a/lua/plugins/treesitter.lua
+++ b/lua/plugins/treesitter.lua
@@ -3,7 +3,20 @@ return {
 	build = ":TSUpdate",
 	config = function()
 		require("nvim-treesitter.configs").setup({
-			ensure_installed = { "vim", "lua", "javascript", "typescript", "python", "html", "css", "markdown" },
+			ensure_installed = {
+				"c",
+				"c++",
+				"vim",
+				"lua",
+				"javascript",
+				"typescript",
+				"python",
+				"html",
+				"css",
+				"markdown",
+				"go",
+				"rust",
+			},
 			sync_install = false,
 			auto_install = true,
 			highlight = {