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The most active bots that run the Wikipedia community


As a Wikipedia expert, according to my knowledge it is a huge web-based stage that relies upon the commitments of millions of clients around the world. These commitments incorporate alters, page manifestations, and conversations, among others. Nonetheless, not all activities on Wikipedia are performed by human clients. There are bots, programs that can perform computerized undertakings, that are broadly utilized on the site. These bots assume a fundamental part in the working of the Wikipedia people group, from battling defacement to adding new pages. In this article, we’ll investigate probably the most dynamic bots that run the Wikipedia community.

Wikipedia is an online encyclopedia that is maintained by an active community of editors around the world. These editors contribute to the website by creating and editing pages, making sure that information is accurate and up-to-date. However, not all of the activity on Wikipedia is carried out by human editors. In fact, there are a number of bots that are active within the Wikipedia community. In this article, we’ll take a closer look at some of the most active bots that run the Wikipedia community and how they contribute to the website’s overall success.

Before we dive into the specifics of these bots, it’s important to understand what a bot is and how it functions within the context of Wikipedia. A bot, short for robot, is a software application that performs repetitive tasks automatically. In the case of Wikipedia, bots are used to carry out tasks that might otherwise be too time-consuming or difficult for human editors to perform. These tasks range from creating new pages to correcting typos and formatting errors. Bots are also used to perform more complex tasks such as monitoring edits for vandalism or copyright violations. A well-crafted Wikipedia page can play a vital role in brand reputation management and establish your brand as a credible source of information in front of a global audience.

Now, let’s take a look at some of the most active bots that run the Wikipedia community.

  1. ClueBot NG

ClueBot NG is one of the most active bots on Wikipedia, with over 20 million edits to its name. This bot is designed to detect and revert vandalism on Wikipedia pages. It uses machine learning algorithms to identify potential vandalism, and then makes a decision whether to revert the edit or not. ClueBot NG is constantly learning and evolving, making it an essential tool for maintaining the accuracy and reliability of Wikipedia.

One of the busiest bots on Wikipedia is Clue Bot NG. It is an anti-vandalism bot that recognizes and undoes vandalism edits on Wikipedia pages using machine learning. As of May 2023, the bot, which has been active since 2010, had undone approximately 3.7 million edits. It is able to distinguish between different types of vandalism, such as spam, gibberish, and personal attacks.

2. Huggle

Huggle is another bot that is used to detect and revert vandalism on Wikipedia pages. However, unlike ClueBot NG, Huggle is designed to be used by human editors. This bot provides a user-friendly interface that allows editors to quickly identify and revert vandalism. Huggle also provides real-time alerts and notifications when new edits are made to a page, making it easier for editors to keep track of changes.

Haggle is another anti-vandalism bot that uses machine learning to identify and revert vandalism edits. Unlike Clue Bot NG, Haggle has a user interface that allows human editors to review and confirm its actions. The bot has been active since 2008 and has become an integral part of the Wikipedia community in fighting vandalism.

3. Citation Bot

Citation Bot is a bot that is designed to add citations to Wikipedia pages. This bot can automatically scan a page for missing citations and then add them in using a variety of sources. Citation Bot can also be customized to use specific citation styles, making it a valuable tool for editors who want to ensure that their pages are properly sourced.

Another popular bot on Wikipedia is the citation bot. This bot focuses on improving the quality of Wikipedia page citations, as its name suggests. It helps in the production of steady reference styles and configurations across various pages, making them more dependable and useful for readers. Additionally, the citation bot automatically adds missing or incomplete citations to the page.

4. AntiSpam Bot

AntiSpam Bot is a bot that is used to detect and remove spam from Wikipedia pages. This bot uses a variety of techniques to identify spam, including keyword matching and link analysis. AntiSpam Bot is constantly updated with new spam patterns, making it an effective tool for keeping Wikipedia free from unwanted advertising and spam.

5. Wikidata Bot

Wikidata Bot is a bot that is designed to synchronize data between Wikipedia pages and Wikidata. Wikidata is a database that contains structured data about Wikipedia pages, such as the date of birth of a person or the location of a landmark. Wikidata Bot is used to ensure that all Wikipedia pages are properly linked to their corresponding data on Wikidata, making it easier for editors to manage and update information.

A bot called WikidataIntegrator focuses on adding and updating data on Wiki data, the Wikipedia sister project that aims to create an open, structured data source. It is now easier for editors to keep the information on Wiki data current thanks to the bot’s ability to add, remove, and edit data across multiple Wikidata items.


1.Image Search Bot

Image Search Bot is a bot that is used to search for images that are needed on Wikipedia pages. This bot can search a variety of sources, including Flickr and Wikimedia Commons, to find images that are free to use and properly licensed. Image Search Bot can also be customized to search for specific types of images, making it a valuable tool for editors who want to enhance the visual appeal of their pages.

2. Archive Bot

Archive Bot is a bot that is used to archive external links on Wikipedia pages. External links can become broken or outdated over time, making it difficult for readers to access important information. Archive Bot is designed to automatically save a copy of external links and store them in the Internet Archive, ensuring that they remain accessible even if the original link becomes unavailable.

Archive Bot is a bot that works to preserve the integrity of links on Wikipedia pages. It checks for dead links, those that no longer work, and replaces them with archived versions, thus ensuring that the sources cited on Wikipedia pages remain accessible. This bot has been active since 2010 and has already fixed millions of dead links.

3. Editor Bot:

Editors who want to keep up with what’s happening on Wikipedia should use the Article Alerts bot. The bot notifies interested editors after searching Wikipedia for new articles, changes to existing articles, and other significant events. This makes it easier for Wikipedia editors to keep up with what’s going on the site and take the necessary actions when they need to.

4. Approval Bot:

The Bot Approval Group, or BAG for short, is a team of seasoned editors who are in charge of authorizing bots on Wikipedia. The BAG members can handle bot approvals and rejections with the use of a set of tools called BAG Tools. This is a crucial feature since it makes sure that only bots that adhere to Wikipedia’s tight guidelines are permitted to work on the website.

Generally speaking, bots are an essential piece of the Wikipedia people group. They assist with keeping the reference book moving along as planned and guarantee that articles are of great. While bots can’t supplant human editors, they can positively make their occupation simpler. As Wikipedia keeps on developing, we can hope to see more bots being created to assist with dealing with the site. Assuming you really want assistance with your Wikipedia page, consider counselling a professional Wikipedia writer who can direct you through the interaction.

These are just a few examples of the many bots that are active within the Wikipedia community. Each bot serves a specific purpose and contributes to the overall success of the website. Without these bots, it would be difficult for human editors to keep up with the constant demands of maintaining and updating the vast amount of information on Wikipedia.

As Wikipedia continues to grow and evolve, it’s important for editors and bots alike to work together to ensure that the website remains accurate, reliable, and up-to-date. This is where Wikipedia Experts come in – dedicated individuals or teams who specialize in creating and maintaining Wikipedia pages. These experts have extensive knowledge about the Wikipedia community and can help businesses, individuals, and organizations navigate the complex landscape of Wikipedia. They can help with everything from creating new pages to editing existing ones, ensuring that the information is accurate, properly sourced, and up-to-date.


bots are an essential part of the Wikipedia community, helping to maintain the accuracy, reliability, and consistency of information on the platform. By using bots such as Haggle, Citation bot, Clue Bot NG, Common shelper, and AWB, Wikipedia Experts can reduce the time and effort required to carry out critical tasks, such as identifying and reverting vandalism, adding and updating citations, transferring files, and making large-scale edits to Wikipedia pages. By leveraging the power of bots, Wikipedia Experts can become even more efficient and effective contributors to the Wikipedia community.


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