diff --git a/DEPS.bzl b/DEPS.bzl
index db09c1f163cbf..528f216b3a59d 100644
--- a/DEPS.bzl
+++ b/DEPS.bzl
@@ -934,6 +934,13 @@ def go_deps():
         sum = "h1:iR3fYXUjHCR97qWS8ch1y9zPNsgXThGwjKPrYfqMPks=",
         version = "v0.0.0-20190930125516-244bba706f1a",
     )
+    go_repository(
+        name = "com_github_golangci_misspell",
+        build_file_proto_mode = "disable",
+        importpath = "github.com/golangci/misspell",
+        sum = "h1:pLzmVdl3VxTOncgzHcvLOKirdvcx/TydsClUQXTehjo=",
+        version = "v0.3.5",
+    )
 
     go_repository(
         name = "com_github_golangci_prealloc",
diff --git a/build/BUILD.bazel b/build/BUILD.bazel
index 3b3ceede0cc22..ea8958f219b75 100644
--- a/build/BUILD.bazel
+++ b/build/BUILD.bazel
@@ -125,6 +125,7 @@ nogo(
                "//build/linter/exportloopref:exportloopref",
                "//build/linter/gofmt:gofmt",
                "//build/linter/ineffassign:ineffassign",
+               "//build/linter/misspell:misspell",
                "//build/linter/prealloc:prealloc",
                "//build/linter/predeclared:predeclared",
                "//build/linter/unconvert:unconvert",
diff --git a/build/linter/asciicheck/BUILD.bazel b/build/linter/asciicheck/BUILD.bazel
index 8b1346d863744..f686bc348ca2c 100644
--- a/build/linter/asciicheck/BUILD.bazel
+++ b/build/linter/asciicheck/BUILD.bazel
@@ -5,5 +5,5 @@ go_library(
     srcs = ["analysis.go"],
     importpath = "github.com/pingcap/tidb/build/linter/asciicheck",
     visibility = ["//visibility:public"],
-    deps = ["@com_github_tdakkota_asciicheck//:go_default_library"],
+    deps = ["@com_github_tdakkota_asciicheck//:asciicheck"],
 )
diff --git a/build/linter/misspell/BUILD.bazel b/build/linter/misspell/BUILD.bazel
new file mode 100644
index 0000000000000..8cdc74330a98a
--- /dev/null
+++ b/build/linter/misspell/BUILD.bazel
@@ -0,0 +1,13 @@
+load("@io_bazel_rules_go//go:def.bzl", "go_library")
+
+go_library(
+    name = "misspell",
+    srcs = ["analyzer.go"],
+    importpath = "github.com/pingcap/tidb/build/linter/misspell",
+    visibility = ["//visibility:public"],
+    deps = [
+        "//build/linter/util",
+        "@com_github_golangci_misspell//:go_default_library",
+        "@org_golang_x_tools//go/analysis",
+    ],
+)
diff --git a/build/linter/misspell/analyzer.go b/build/linter/misspell/analyzer.go
new file mode 100644
index 0000000000000..3bf4dd16ae77c
--- /dev/null
+++ b/build/linter/misspell/analyzer.go
@@ -0,0 +1,92 @@
+// Copyright 2022 PingCAP, Inc.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package misspell
+
+import (
+	"fmt"
+	"go/token"
+
+	"github.com/golangci/misspell"
+	"github.com/pingcap/tidb/build/linter/util"
+	"golang.org/x/tools/go/analysis"
+)
+
+// Name is the name of the analyzer.
+const Name = "misspell"
+
+// Analyzer is the analyzer struct of misspell.
+var Analyzer = &analysis.Analyzer{
+	Name: Name,
+	Doc:  "Checks the spelling error in code",
+	Run:  run,
+}
+
+func init() {
+	util.SkipAnalyzer(Analyzer)
+}
+
+// Misspell is the config of misspell.
+type Misspell struct {
+	Locale      string
+	IgnoreWords []string `mapstructure:"ignore-words"`
+}
+
+func run(pass *analysis.Pass) (interface{}, error) {
+	r := misspell.Replacer{
+		Replacements: misspell.DictMain,
+	}
+
+	// Figure out regional variations
+	settings := &Misspell{
+		Locale: "",
+	}
+
+	if len(settings.IgnoreWords) != 0 {
+		r.RemoveRule(settings.IgnoreWords)
+	}
+
+	r.Compile()
+	files := make([]string, 0, len(pass.Files))
+	for _, file := range pass.Files {
+		pos := pass.Fset.PositionFor(file.Pos(), false)
+		files = append(files, pos.Filename)
+	}
+	for _, f := range files {
+		err := runOnFile(f, &r, pass)
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	return nil, nil
+}
+
+func runOnFile(fileName string, r *misspell.Replacer, pass *analysis.Pass) error {
+	fileContent, tf, err := util.ReadFile(pass.Fset, fileName)
+	if err != nil {
+		return fmt.Errorf("can't get file %s contents: %s", fileName, err)
+	}
+
+	// use r.Replace, not r.ReplaceGo because r.ReplaceGo doesn't find
+	// issues inside strings: it searches only inside comments. r.Replace
+	// searches all words: it treats input as a plain text. A standalone misspell
+	// tool uses r.Replace by default.
+	_, diffs := r.Replace(string(fileContent))
+	for _, diff := range diffs {
+		text := fmt.Sprintf("[%s] `%s` is a misspelling of `%s`", Name, diff.Original, diff.Corrected)
+		pass.Reportf(token.Pos(tf.Base()+util.FindOffset(string(fileContent), diff.Line, diff.Column)), text)
+	}
+	return nil
+}
diff --git a/build/linter/util/util.go b/build/linter/util/util.go
index 5b58883576d60..0aaeb2bbb7419 100644
--- a/build/linter/util/util.go
+++ b/build/linter/util/util.go
@@ -18,6 +18,7 @@ import (
 	"fmt"
 	"go/ast"
 	"go/token"
+	"io/ioutil"
 	"reflect"
 	"strings"
 
@@ -167,3 +168,39 @@ func MakeFakeLoaderPackageInfo(pass *analysis.Pass) *loader.PackageInfo {
 		Info:   *typeInfo,
 	}
 }
+
+// ReadFile reads a file and adds it to the FileSet
+// so that we can report errors against it using lineStart.
+func ReadFile(fset *token.FileSet, filename string) ([]byte, *token.File, error) {
+	content, err := ioutil.ReadFile(filename)
+	if err != nil {
+		return nil, nil, err
+	}
+	tf := fset.AddFile(filename, -1, len(content))
+	tf.SetLinesForContent(content)
+	return content, tf, nil
+}
+
+// FindOffset returns the offset of a given position in a file.
+func FindOffset(fileText string, line, column int) int {
+	// we count our current line and column position
+	currentCol := 1
+	currentLine := 1
+
+	for offset, ch := range fileText {
+		// see if we found where we wanted to go to
+		if currentLine == line && currentCol == column {
+			return offset
+		}
+
+		// line break - increment the line counter and reset the column
+		if ch == '\n' {
+			currentLine++
+			currentCol = 1
+		} else {
+			currentCol++
+		}
+
+	}
+	return -1 //not found
+}
diff --git a/build/nogo_config.json b/build/nogo_config.json
index 3b9938e39c8d1..b5edb72788f4f 100644
--- a/build/nogo_config.json
+++ b/build/nogo_config.json
@@ -178,6 +178,13 @@
       ".*_generated\\.go$": "ignore generated code"
     }
   },
+  "misspell": {
+    "exclude_files": {
+      "/cgo/": "ignore cgo code",
+      "/external/": "no need to vet third party code",
+      ".*_generated\\.go$": "ignore generated code"
+    }
+  },
   "nilfunc": {
     "exclude_files": {
       "/external/": "no need to vet third party code",
diff --git a/go.mod b/go.mod
index 17d8a6f3938d4..64211d111e21b 100644
--- a/go.mod
+++ b/go.mod
@@ -99,6 +99,7 @@ require (
 	github.com/aliyun/alibaba-cloud-sdk-go v1.61.1581
 	github.com/charithe/durationcheck v0.0.9
 	github.com/golangci/gofmt v0.0.0-20190930125516-244bba706f1a
+	github.com/golangci/misspell v0.3.5
 	github.com/golangci/unconvert v0.0.0-20180507085042-28b1c447d1f4
 	github.com/gordonklaus/ineffassign v0.0.0-20210914165742-4cc7213b9bc8
 	github.com/kisielk/errcheck v1.6.1
diff --git a/go.sum b/go.sum
index a002b3c67bdc7..efdf0b627e904 100644
--- a/go.sum
+++ b/go.sum
@@ -345,6 +345,8 @@ github.com/golang/snappy v0.0.4 h1:yAGX7huGHXlcLOEtBnF4w7FQwA26wojNCwOYAEhLjQM=
 github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
 github.com/golangci/gofmt v0.0.0-20190930125516-244bba706f1a h1:iR3fYXUjHCR97qWS8ch1y9zPNsgXThGwjKPrYfqMPks=
 github.com/golangci/gofmt v0.0.0-20190930125516-244bba706f1a/go.mod h1:9qCChq59u/eW8im404Q2WWTrnBUQKjpNYKMbU4M7EFU=
+github.com/golangci/misspell v0.3.5 h1:pLzmVdl3VxTOncgzHcvLOKirdvcx/TydsClUQXTehjo=
+github.com/golangci/misspell v0.3.5/go.mod h1:dEbvlSfYbMQDtrpRMQU675gSDLDNa8sCPPChZ7PhiVA=
 github.com/golangci/prealloc v0.0.0-20180630174525-215b22d4de21 h1:leSNB7iYzLYSSx3J/s5sVf4Drkc68W2wm4Ixh/mr0us=
 github.com/golangci/prealloc v0.0.0-20180630174525-215b22d4de21/go.mod h1:tf5+bzsHdTM0bsB7+8mt0GUMvjCgwLpTapNZHU8AajI=
 github.com/golangci/unconvert v0.0.0-20180507085042-28b1c447d1f4 h1:zwtduBRr5SSWhqsYNgcuWO2kFlpdOZbP0+yRjmvPGys=
diff --git a/parser/parser_test.go b/parser/parser_test.go
index f97ca11feada5..ee5c9fc7e384c 100644
--- a/parser/parser_test.go
+++ b/parser/parser_test.go
@@ -2177,7 +2177,7 @@ func TestIdentifier(t *testing.T) {
 		{`select COUNT from DESC`, false, ""},
 		{`select COUNT from SELECT.DESC`, true, "SELECT `COUNT` FROM `SELECT`.`DESC`"},
 		{"use `select`", true, "USE `select`"},
-		{"use `sel``ect`", true, "USE `sel``ect`"},
+		{"use `sel``ect`", true, "USE `sel``ect`"}, //nolint: misspell
 		{"use select", false, "USE `select`"},
 		{`select * from t as a`, true, "SELECT * FROM `t` AS `a`"},
 		{"select 1 full, 1 row, 1 abs", false, ""},
diff --git a/tools/check/ut.go b/tools/check/ut.go
index bf1d87aafc7a0..45b969360d245 100644
--- a/tools/check/ut.go
+++ b/tools/check/ut.go
@@ -125,7 +125,7 @@ func cmdList(args ...string) bool {
 		}
 		exist, err := testBinaryExist(pkg)
 		if err != nil {
-			fmt.Println("check test binary existance error", err)
+			fmt.Println("check test binary existence error", err)
 			return false
 		}
 		if !exist {
@@ -203,7 +203,7 @@ func cmdRun(args ...string) bool {
 		for _, pkg := range pkgs {
 			exist, err := testBinaryExist(pkg)
 			if err != nil {
-				fmt.Println("check test binary existance error", err)
+				fmt.Println("check test binary existence error", err)
 				return false
 			}
 			if !exist {
@@ -229,7 +229,7 @@ func cmdRun(args ...string) bool {
 		}
 		exist, err := testBinaryExist(pkg)
 		if err != nil {
-			fmt.Println("check test binary existance error", err)
+			fmt.Println("check test binary existence error", err)
 			return false
 		}
 
@@ -254,7 +254,7 @@ func cmdRun(args ...string) bool {
 		}
 		exist, err := testBinaryExist(pkg)
 		if err != nil {
-			fmt.Println("check test binary existance error", err)
+			fmt.Println("check test binary existence error", err)
 			return false
 		}
 		if !exist {