# Flickr MCP MCP > Flickr connects your AI agent to one of the largest creative photography communities online. Use this MCP to programmatically search billions of public photos using keywords and retrieve detailed technical metadata. You can list user albums, find trending tags, or pull group content without ever leaving your workspace. ## Overview - **Category:** image-video - **Price:** Free - **Tags:** photo-sharing, image-metadata, visual-search, photography-community, media-management ## Description Connecting your Flickr account lets you take control of visual research directly through natural conversation. Instead of manually scrubbing photo galleries for specific references, your AI acts as a dedicated visual assistant. You can programmatically search across public photos using keywords and get detailed technical metadata like dimensions and source URLs. Need to track what's visually trending? Your agent monitors 'hot' tags or pulls photos marked as interesting by the Flickr algorithms. It also lets you list full directories of albums for specific users, making it easy to maintain high-fidelity visual context when gathering research. If your current setup is spread across multiple services, connecting this MCP via Vinkius gives your single AI client access to all these photo discovery and image management workflows. ## Tools ### get_group_photos Pulls photo collections from an entire public group pool. ### get_hot_tags Lists the tags that are currently trending or popular across the platform. ### get_interesting_photos Finds photos that Flickr's algorithms have flagged as particularly noteworthy or interesting. ### get_photo_info Fetches the specific details, including technical metadata, for one image. ### get_album_photos Retrieves all the photos contained within a specific user-created album. ### get_recent_photos Gets a list of publicly posted photos that were uploaded most recently. ### get_user_info Retrieves general profile information about a Flickr user. ### get_user_albums Lists all the public photo albums belonging to a specified user account ID. ### get_user_popular_tags Shows the most popular tags associated with a specific user's content. ### get_user_public_photos Retrieves all publicly visible photos directly from a given user profile. ### search_groups Searches and lists available public groups on Flickr by name or topic. ### search_photos Performs a general search for public photos across the entire platform based on keywords. ## Prompt Examples **Prompt:** ``` Search for photos of 'Cyberpunk Architecture' on Flickr. ``` **Response:** ``` Retrieving photos... I've found 5 stunning images of Cyberpunk Architecture. They feature neon-lit cityscapes from Tokyo and Hong Kong. Would you like the direct source links for these photos? ``` **Prompt:** ``` Show me what tags are trending on Flickr right now. ``` **Response:** ``` Fetching hot tags... Currently, trending tags include 'spring2026', 'astrophotography', and 'street-style'. Would you like to see the most 'interesting' photos associated with any of these? ``` **Prompt:** ``` List the public albums for user '12345678@N00'. ``` **Response:** ``` Retrieving albums for user 12345678@N00... I've found 3 public photosets: 'Summer Trip 2025', 'Macro Nature', and 'Black & White Portraits'. Which album would you like to explore? ``` ## Capabilities ### Search public photos Find images using specific keywords or general searches across the entire Flickr database. ### Browse user content Retrieve a list of albums belonging to a specified user account, and pull all public photos from that profile. ### Analyze trends Check the current popular tags or view photos flagged by Flickr as highly interesting. ### Gather group media Pull photo collections from specific public groups to identify niche visual communities. ### Get image details Access granular metadata, like the title, description, and capture date for any single photo. ## Use Cases ### Researching Visual Styles A design student needs to gather inspiration for a project. They ask their agent to search for photos of 'Art Deco skyscrapers' and then use `get_photo_info` on the top results to check dimensions and source URLs, building a data sheet instantly. ### Tracking Competitor Content A marketing team needs to see what visual topics are spiking right now. They ask their agent to run `get_hot_tags` and then use the results to check for 'interesting' photos using `get_interesting_photos`, keeping their content strategy current. ### Deep Dive into a Niche Community A hobbyist wants to see all photography related to deep-sea diving. They use `search_groups` to find the relevant group, and then execute `get_group_photos` to pull every image from that niche pool. ### Analyzing a Collaborator's Work A project manager needs an overview of all visuals shared by a key team member. They use `get_user_albums` to list the public albums, and then target specific ones with `get_album_photos`. ## Benefits - Instead of manually sifting through albums to find a reference image, you can use `search_photos` or `get_album_photos` to pull exactly what you need with a single query. - You don't have to guess what topics are popular. By running `get_hot_tags`, your agent tells you which tags are currently trending for content strategy planning. - Need background context on a user? You can use `get_user_info` and then run `get_user_public_photos` to get an immediate overview of their entire public visual history. - Grouping research is simple. Run `search_groups` first, then use `get_group_photos` to pull all the relevant content from that niche community. - Retrieving metadata is granular. If you only need the title and date for a specific image, `get_photo_info` gives you those details without pulling unnecessary data. ## How It Works The bottom line is: once connected, your AI agent manages the photo discovery process end-to-end. 1. Subscribe to this MCP within Vinkius. 2. Get your API Key from the Flickr App Garden (you'll need to create an app there). 3. Tell your AI client what you want. For example, 'Show me all public albums for user X,' and it handles the rest. ## Frequently Asked Questions **How do I search for photos using Flickr MCP?** You start by asking the agent to run `search_photos`. This tool allows you to perform general keyword searches across all public content on Flickr. **Can I get details about a specific photo using Flickr MCP?** Yes. Use the `get_photo_info` tool and provide the necessary ID. It will pull granular data like titles, descriptions, and exact capture dates for that one image. **Does get_user_albums list private photos?** No. The `get_user_albums` tool only lists public albums (photosets) associated with a user ID. **What if I want to see what tags are popular right now? Use Flickr MCP.** Run the `get_hot_tags` tool. This provides a list of trending keywords, which you can then use for more specific searches using other tools. **When I use `get_photo_info`, what kind of technical metadata can my agent retrieve for a picture?** The tool retrieves dimensions, source URLs, titles, descriptions, and capture dates. This detailed data lets your AI client structure the image context for external databases or scripts. **If I run `get_group_photos`, am I limited to photos uploaded only by the group owner?** No, it pulls images from the entire group pool. This means you can map out niche visual communities and content patterns across multiple users within that specific group. **What kind of profile details does `get_user_info` provide for a Flickr account?** It returns basic public profile data, including the user's unique identifier, username, and general account metrics. This adds necessary context beyond just listing photos or albums. **If I use `get_user_public_photos` repeatedly for large collections, are there any usage limits?** Yes, the API operates under standard rate limits. For massive data pulls, check the official Flickr documentation to understand batching requirements and potential paid tiers. **How do I get a Flickr API Key?** Visit the [**Flickr App Garden**](https://www.flickr.com/services/apps/create/), choose 'Apply for your Key online', and follow the prompts to create a non-commercial or commercial app. **Can I search for photos in a specific user's album?** Yes! Use the `get_album_photos` tool and provide the `user_id` (NSID) and the `photoset_id` to retrieve the contents of a specific public album. **How do I find a user's NSID?** You can find the NSID in the user's profile URL or by using external lookup tools. It usually looks like `12345678@N00`.