diff --git a/index.d.ts b/index.d.ts
index 32712bbf..ff8371da 100644
--- a/index.d.ts
+++ b/index.d.ts
@@ -404,3 +404,81 @@ export function stringifyUrl(
 	object: UrlObject,
 	options?: StringifyOptions
 ): string;
+
+/**
+Pick query parameters from a URL.
+
+@param url - The URL containing the query parameters to pick.
+@param keys - The names of the query parameters to keep. All other query parameters will be removed from the URL.
+@param filter - A filter predicate that will be provided the name of each query parameter and its value. The `parseNumbers` and `parseBooleans` options also affect `value`.
+
+@returns The URL with the picked query parameters.
+
+@example
+```
+queryString.pick('https://foo.bar?foo=1&bar=2#hello', ['foo']);
+//=> 'https://foo.bar?foo=1#hello'
+
+queryString.pick('https://foo.bar?foo=1&bar=2#hello', (name, value) => value === 2, {parseNumbers: true});
+//=> 'https://foo.bar?bar=2#hello'
+```
+*/
+export function pick(
+	url: string,
+	keys: readonly string[],
+	options?: ParseOptions & StringifyOptions
+): string
+export function pick(
+	url: string,
+	filter: (key: string, value: string | boolean | number) => boolean,
+	options?: {parseBooleans: true, parseNumbers: true} & ParseOptions & StringifyOptions
+): string
+export function pick(
+	url: string,
+	filter: (key: string, value: string | boolean) => boolean,
+	options?: {parseBooleans: true} & ParseOptions & StringifyOptions
+): string
+export function pick(
+	url: string,
+	filter: (key: string, value: string | number) => boolean,
+	options?: {parseNumbers: true} & ParseOptions & StringifyOptions
+): string
+
+/**
+Exclude query parameters from a URL. Like `.pick()` but reversed.
+
+@param url - The URL containing the query parameters to exclude.
+@param keys - The names of the query parameters to remove. All other query parameters will remain in the URL.
+@param filter - A filter predicate that will be provided the name of each query parameter and its value. The `parseNumbers` and `parseBooleans` options also affect `value`.
+
+@returns The URL without the excluded the query parameters.
+
+@example
+```
+queryString.exclude('https://foo.bar?foo=1&bar=2#hello', ['foo']);
+//=> 'https://foo.bar?bar=2#hello'
+
+queryString.exclude('https://foo.bar?foo=1&bar=2#hello', (name, value) => value === 2, {parseNumbers: true});
+//=> 'https://foo.bar?foo=1#hello'
+```
+*/
+export function exclude(
+	url: string,
+	keys: readonly string[],
+	options?: ParseOptions & StringifyOptions
+): string
+export function exclude(
+	url: string,
+	filter: (key: string, value: string | boolean | number) => boolean,
+	options?: {parseBooleans: true, parseNumbers: true} & ParseOptions & StringifyOptions
+): string
+export function exclude(
+	url: string,
+	filter: (key: string, value: string | boolean) => boolean,
+	options?: {parseBooleans: true} & ParseOptions & StringifyOptions
+): string
+export function exclude(
+	url: string,
+	filter: (key: string, value: string | number) => boolean,
+	options?: {parseNumbers: true} & ParseOptions & StringifyOptions
+): string
diff --git a/index.js b/index.js
index de1d7b18..555c8897 100644
--- a/index.js
+++ b/index.js
@@ -2,6 +2,7 @@
 const strictUriEncode = require('strict-uri-encode');
 const decodeComponent = require('decode-uri-component');
 const splitOnFirst = require('split-on-first');
+const filterObject = require('filter-obj');
 
 const isNullOrUndefined = value => value === null || value === undefined;
 
@@ -376,3 +377,22 @@ exports.stringifyUrl = (input, options) => {
 
 	return `${url}${queryString}${hash}`;
 };
+
+exports.pick = (input, filter, options) => {
+	options = Object.assign({
+		parseFragmentIdentifier: true
+	}, options);
+
+	const {url, query, fragmentIdentifier} = exports.parseUrl(input, options);
+	return exports.stringifyUrl({
+		url,
+		query: filterObject(query, filter),
+		fragmentIdentifier
+	}, options);
+};
+
+exports.exclude = (input, filter, options) => {
+	const exclusionFilter = Array.isArray(filter) ? key => !filter.includes(key) : (key, value) => !filter(key, value);
+
+	return exports.pick(input, exclusionFilter, options);
+};
diff --git a/index.test-d.ts b/index.test-d.ts
index 9c463449..d4f775cd 100644
--- a/index.test-d.ts
+++ b/index.test-d.ts
@@ -113,3 +113,9 @@ expectType<string>(
 		},
 	})
 );
+
+// Pick
+expectType<string>(queryString.pick('http://foo.bar/?abc=def&hij=klm', ['abc']))
+
+// Exclude
+expectType<string>(queryString.exclude('http://foo.bar/?abc=def&hij=klm', ['abc']))
diff --git a/package.json b/package.json
index 28486f6a..513af092 100644
--- a/package.json
+++ b/package.json
@@ -34,10 +34,12 @@
 		"stringify",
 		"encode",
 		"decode",
-		"searchparams"
+		"searchparams",
+		"filter"
 	],
 	"dependencies": {
 		"decode-uri-component": "^0.2.0",
+		"filter-obj": "^1.1.0",
 		"split-on-first": "^1.0.0",
 		"strict-uri-encode": "^2.0.0"
 	},
diff --git a/readme.md b/readme.md
index 46e58b5b..309b23e6 100644
--- a/readme.md
+++ b/readme.md
@@ -415,6 +415,64 @@ Type: `object`
 
 Query items to add to the URL.
 
+### .pick(url, keys, options?)
+### .pick(url, filter, options?)
+
+Pick query parameters from a URL.
+
+Returns a string with the new URL.
+
+```js
+const queryString = require('query-string');
+
+queryString.pick('https://foo.bar?foo=1&bar=2#hello', ['foo']);
+//=> 'https://foo.bar?foo=1#hello'
+
+queryString.pick('https://foo.bar?foo=1&bar=2#hello', (name, value) => value === 2, {parseNumbers: true});
+//=> 'https://foo.bar?bar=2#hello'
+```
+
+### .exclude(url, keys, options?)
+### .exclude(url, filter, options?)
+
+Exclude query parameters from a URL.
+
+Returns a string with the new URL.
+
+```js
+const queryString = require('query-string');
+
+queryString.exclude('https://foo.bar?foo=1&bar=2#hello', ['foo']);
+//=> 'https://foo.bar?bar=2#hello'
+
+queryString.exclude('https://foo.bar?foo=1&bar=2#hello', (name, value) => value === 2, {parseNumbers: true});
+//=> 'https://foo.bar?foo=1#hello'
+```
+
+#### url
+
+Type: `string`
+
+The URL containing the query parameters to filter.
+
+#### keys
+
+Type: `string[]`
+
+The names of the query parameters to filter based on the function used.
+
+#### filter
+
+Type: `(key, value) => boolean`
+
+A filter predicate that will be provided the name of each query parameter and its value. The `parseNumbers` and `parseBooleans` options also affect `value`.
+
+#### options
+
+Type: `object`
+
+[Parse options](#options) and [stringify options](#options-1).
+
 ## Nesting
 
 This module intentionally doesn't support nesting as it's not spec'd and varies between implementations, which causes a lot of [edge cases](https://github.com/visionmedia/node-querystring/issues).
diff --git a/test/exclude.js b/test/exclude.js
new file mode 100644
index 00000000..91e0d4f5
--- /dev/null
+++ b/test/exclude.js
@@ -0,0 +1,17 @@
+import test from 'ava';
+import queryString from '..';
+
+test('excludes elements in a URL with a filter array', t => {
+	t.is(queryString.exclude('http://example.com/?a=1&b=2&c=3#a', ['c']), 'http://example.com/?a=1&b=2#a');
+});
+
+test('excludes elements in a URL with a filter predicate', t => {
+	t.is(queryString.exclude('http://example.com/?a=1&b=2&c=3#a', (name, value) => {
+		t.is(typeof name, 'string');
+		t.is(typeof value, 'number');
+
+		return name === 'a';
+	}, {
+		parseNumbers: true
+	}), 'http://example.com/?b=2&c=3#a');
+});
diff --git a/test/pick.js b/test/pick.js
new file mode 100644
index 00000000..e5e43812
--- /dev/null
+++ b/test/pick.js
@@ -0,0 +1,17 @@
+import test from 'ava';
+import queryString from '..';
+
+test('picks elements in a URL with a filter array', t => {
+	t.is(queryString.pick('http://example.com/?a=1&b=2&c=3#a', ['a', 'b']), 'http://example.com/?a=1&b=2#a');
+});
+
+test('picks elements in a URL with a filter predicate', t => {
+	t.is(queryString.pick('http://example.com/?a=1&b=2&c=3#a', (name, value) => {
+		t.is(typeof name, 'string');
+		t.is(typeof value, 'number');
+
+		return name === 'a';
+	}, {
+		parseNumbers: true
+	}), 'http://example.com/?a=1#a');
+});