# Raindrop.io (Bookmarks) MCP for AI Agents AI Agent Connect > Raindrop.io (Bookmarks) MCP lets you manage your saved links, collections, and tags using an AI agent. You can organize your research, find specific highlights, and clean up your library without switching tabs. It connects your Raindrop.io account directly to tools like Claude or Cursor for faster knowledge management. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_QZZoqZqxdNFGMfoMeKQxVBQQmbiak6kyaVJMMMUf/ai-agent-connect - **Tags:** bookmarks, web-clipping, organization, knowledge-base, raindrop ## Description You're tired of having a dozen browser tabs open because you can't remember where you saved that one specific article. This Connector changes that by letting your AI agent reach into your Raindrop.io account to do the heavy lifting. Instead of manually clicking through folders, you just tell your agent to find a specific bookmark or create a new collection for a project you're starting. It handles the organization for you, whether you're tagging a new source, merging folders, or grabbing highlights from a long read. You can keep your digital library tidy without the friction of a manual interface. By adding this to the Vinkius catalog, you get a way to turn your bookmarks into an active knowledge base that your agent can actually query and organize on the fly. It's about making your saved content useful again rather than just letting it sit in a list. You can quickly find that one piece of documentation you saved three months ago or see every highlight you've taken from your reading list. It's a way to keep your research moving forward without the constant distraction of manual file management. ## Tools ### merge_collections Combine two folders into one. Use this to simplify your library when projects overlap. ### rename_merge_tags Change a tag name or combine multiple tags into one. This keeps your organization system from getting messy. ### update_collection Edit the details of an existing folder. Use this to change names or descriptions of your collections. ### update_user Change your account information. This allows you to update your profile details through your agent. ### delete_many_raindrops Remove a group of bookmarks at once. Use this to clear out old or irrelevant links in bulk. ### delete_raindrop Delete a specific bookmark from your list. Remove individual links that are no longer useful. ### list_backups View all your available account backups. Check these to ensure your data is safe and accessible. ### list_filters See the filters available for a collection. This helps you understand how to sort your bookmarks. ### list_raindrops View the bookmarks inside a specific folder. This lets you see everything you've saved in one group. ### list_root_collections See your main top-level bookmark folders. Use this to get an overview of your library structure. ### list_tags See all the tags you've created. This helps you see your full categorization system at a glance. ### create_collection Create a new folder to group your bookmarks. This helps keep your library structured by project. ### create_many_raindrops Save a batch of links to your account in one go. Use this to quickly import a list of resources. ### create_raindrop Add a single new bookmark to your library. It's the fastest way to save a link during a conversation. ### delete_collection Remove a folder you no longer need. Keep your root collections clean and relevant. ### delete_tags Remove tags that are cluttering your library. This helps maintain a clean taxonomy for your items. ### empty_trash Permanently clear out your deleted items. Use this to keep your account storage clean. ### get_collection Pull the details of a specific bookmark folder. Use this to see what's inside a specific group. ### get_public_user Fetch public profile information for a user. This retrieves basic public details about an account. ### get_raindrop Get the details of a single saved bookmark. This lets your agent see the specific data for one link. ### get_user Retrieve your own account details. This confirms your authenticated status and profile info. ### list_all_highlights See every highlight you've saved across all collections. This is great for reviewing your notes. ### list_child_collections See the subfolders inside a specific collection. Use this to explore nested organizational structures. ### list_collection_highlights Find the highlights saved in a specific folder. This targets specific notes within one group. ### update_many_raindrops Edit a group of bookmarks at once. This is perfect for updating multiple links with new tags or notes. ### update_raindrop Modify the details of a single bookmark. Use this to change a specific link's title or description. ## Prompt Examples **Prompt:** ``` Can you find my highlights for the 'AI Ethics' folder? ``` **Response:** ``` I found 3 highlights in your 'AI Ethics' collection: * **Point 1**: Discussion on algorithmic bias. * **Point 2**: The role of human oversight. * **Point 3**: Summary of the 2023 guidelines. Would you like me to summarize these for you? ``` **Prompt:** ``` Save this link https://example.com to my 'Work' collection with a 'Project X' tag. ``` **Response:** ``` Done! I've added that link to your 'Work' collection and applied the 'Project X' tag for you. ``` **Prompt:** ``` Show me all my top-level folders. ``` **Response:** ``` Here are your root collections: | Collection Name | ID | | :--- | :--- | | Work | 12345 | | Personal | 67890 | | Research | 55443 | Let me know if you'd like to see what's inside any of these. ``` ## Capabilities ### Create new bookmark folders Generate new collections to group your links by project or topic. ### Save multiple links at once Add a batch of URLs to your library in a single request. ### Organize tags and labels Rename, merge, or delete tags to keep your taxonomy clean. ### Retrieve saved highlights Pull all your underlined notes and highlights from any collection. ### Bulk update bookmarks Modify multiple saved links simultaneously to save time. ### Purge deleted items Empty your trash folder to permanently remove unwanted content. ## Use Cases ### Saving research during a literature review A researcher finds a relevant paper and tells their agent to save the URL to their 'Machine Learning' folder with a 'High Priority' tag. ### Cleaning up a messy bookmark library A user notices they have too many tags and asks their agent to find all 'Old' tags and merge them into a single 'Archive' tag. ### Finding specific notes from a previous read A student asks their agent to show all highlights from their 'Biology' collection to quickly review key concepts before an exam. ### Organizing a new software project A developer asks their agent to create a new collection for a specific API they are learning and save the documentation link inside. ## Benefits - Stop switching tabs by using create_raindrop to save links directly from your AI chat window. - Keep your library tidy with rename_merge_tags to prevent tag bloat and maintain a clean taxonomy. - Quickly find specific info using list_all_highlights to see every note you've actually taken. - Organize complex projects by using list_child_collections to see nested folders and sub-groups. - Save time on bulk updates by using update_many_raindrops for large sets of links at once. - Keep your workspace clean by using empty_trash to purge old items and keep your account tidy. ## How It Works The bottom line is you get a conversational way to manage your entire Raindrop.io library without leaving your chat window. 1. Subscribe to the Raindrop.io (Bookmarks) MCP on Vinkius. 2. Paste your Raindrop.io Personal Access Token into the configuration. 3. Ask your AI client to find, save, or organize your bookmarks. ## Frequently Asked Questions **Does the Raindrop.io (Bookmarks) MCP work with my existing account?** Yes, it connects directly to your current Raindrop.io account using your personal access token. You don't need to move any data; it just gives your AI agent the ability to interact with what you already have. **Can I use the Raindrop.io (Bookmarks) MCP to organize my research?** Absolutely. It's designed to help you categorize links into specific folders and tags using natural language, making it much easier to keep your research materials organized. **How does the Raindrop.io (Bookmarks) MCP handle highlights?** It can pull all your saved highlights from across your entire library. This allows your agent to surface specific notes you've taken on various articles or pages. **Can I delete multiple bookmarks at once with the Raindrop.io (Bookmarks) MCP?** Yes, it supports bulk deletion. You can tell your agent to remove a group of links at once, which is a huge time saver for cleaning up your library. **Is the Raindrop.io (Bookmarks) MCP good for developers?** It's excellent for developers who need to manage technical documentation, repo links, and coding resources. You can organize these directly from your IDE or chat window. **Can the Raindrop.io (Bookmarks) MCP merge my folders?** Yes, it can merge multiple collections into one. This is a great way to simplify your library structure when different projects start to overlap. **Can I organize my bookmarks into nested folders using this integration?** Yes. You can use `list_root_collections` to see top-level folders and `list_child_collections` to see nested ones. You can also create new collections with `create_collection`. **Is it possible to delete multiple bookmarks at once?** Absolutely. The `delete_many_raindrops` tool allows your agent to remove a list of bookmark IDs in a single operation. **How can I see the highlights I've made on my saved pages?** You can use the `list_all_highlights` tool to retrieve all highlights across your entire account, or `list_collection_highlights` for a specific collection.