Creators & communities
Substack
Posts, Notes, messages, subscribers and stats for your publication.
50 endpoints
Flickr's API keys are only for Pro subscribers, and commercial use needs a separate key from Flickr. Sign in to Flickr once in your own Cloud Browser, and your AI agent does the work there for you. The same tools work over MCP for agents and as a REST API for scripts.
Not affiliated with Flickr.
| What you need | Flickr's API | GitHub MCP server | Cotlet |
|---|---|---|---|
| Tags, albums, privacy, comments | No | Partly | Yes, 13 tools |
| Acts as you, signed in 24/7 | No | No | Yes, Cloud Browser |
| Fixed for you when Flickr changes | N/A | No | Yes, tested every 6h |
| Runs with your laptop off | N/A | No | Yes, hosted |
Checked Oct 17, 2026. Sources: Flickr Help: Flickr API · Flickr Services: API methods · Flickr APIs Terms of Use · Zapier: Flickr triggers and actions
AI agents connect over MCP, scripts call the REST API. Both reach the same 13 tools with one API key.
Add Cotlet to your agent once. Flickr and every other app you connect show up as its tools.
claude mcp add --transport http cotlet \
https://cotlet.dev/mcp/v1 \
--header "Authorization: Bearer $COTLET_API_KEY" {
"mcpServers": {
"cotlet": {
"url": "https://cotlet.dev/mcp/v1",
"headers": {
"Authorization": "Bearer ${COTLET_API_KEY}"
}
}
}
} # ~/.codex/config.toml
[mcp_servers.cotlet]
url = "https://cotlet.dev/mcp/v1"
bearer_token_env_var = "COTLET_API_KEY" Paste the snippet for your client. The same server and key serve every app you connect, so you do this once.
Every tool is an endpoint under /api/v1/flickr with its own method and path, such as PUT /api/v1/flickr/photos/{photo_id}/privacy, with the same API key. Our open-source repo has ready scripts to start from.
13 tools on your own Flickr account. Agents call them as operations of the MCP tools flickr_read and flickr_write; scripts call each one at its own REST endpoint, with the same inputs and answers.
| Tool | What it does | Access |
|---|---|---|
| list_albums | Your albums with title, photo count and cover photo. | read |
| list_photos | Your photos, newest upload first, with title, tags, privacy and album membership. | read |
| get_photo | One photo with title, description, tags, privacy, albums, groups and counts. | read |
| list_comments | Comments on one photo or on your recent photos, oldest first, with author and whether you replied. | read |
| list_groups | Groups you belong to, with member count and whether you can add photos. | read |
| update_photo | Set a photo's title, description and tags. | write |
| add_photo_to_album | Add one of your photos to an album. | write |
| remove_photo_from_album | Take a photo out of an album without deleting it. | write |
| create_album | Create an album with a title and a first photo. | writeasks first |
| upload_photo | Upload a photo from a file URL with title, tags and a privacy setting. | writeasks first |
| set_photo_privacy | Choose who can see a photo: everyone, Friends, Family, both or only you. | writeasks first |
| comment_on_photo | Add a comment to a photo, as you. | writeasks first |
| add_photo_to_group | Add one of your photos to a group you belong to. | writeasks first |
Scroll the table for all 13 tools.
You sign in yourself in your own Cloud Browser, we never save your password, and anything that reaches your readers waits for your OK. The browser profile is encrypted in the EU. Independent scanners grade cotlet.dev A+.
One price for both: a tool call costs the same over MCP or REST. Free 7-day trial with 2,000 credits, no card needed. Then one-time credit packs, no subscription, valid 12 months. Most calls use 25 credits, and your Cloud Browser uses 50 credits a day while Flickr is enabled for agents, so 20 calls a day come to 550 credits.
| Credits | Price, one time | Calls at 25 credits | Per 1,000 credits |
|---|---|---|---|
| 5,000 | $29 | 200 | $5.80 |
| 15,000 | $79 | 600 | $5.27 |
| 32,000 | $149 | 1,280 | $4.66 |
| 60,000 | $249 | 2,400 | $4.15 |
Only successful calls use credits; failed calls and timeouts cost nothing. At a balance of 0 calls pause, never a surprise charge. Authenticate with the Authorization: Bearer header.
Flickr has a full REST API with methods for photos, albums, comments, groups and uploads, but no official MCP server (checked 17 Oct 2026). Only Flickr Pro subscribers can request new API keys, and commercial use needs a separate commercial key, by prior arrangement with Flickr.
Sign up free, open Flickr under Integrations in the console and press Request access. Your free trial starts with your account, no card needed.
No, only the way in. Cotlet builds each integration as a REST API and puts an MCP server on top, so both have the same 13 tools, the same inputs and answers, one API key and one price. AI agents such as Claude, ChatGPT or Cursor use MCP; scripts, cron jobs and HTTP steps in n8n, Make or Zapier use the REST API.
Your own Chrome that Cotlet runs for you in the EU, around the clock. You open it from the console, sign in to Flickr yourself and press Enable for agents. Your agent's calls go through it, from its IP with its cookies, so Flickr sees the browser you signed in with. Password saving is off and the profile is stored encrypted with AES-256-GCM.
Not on anything that reaches other people: create_album, upload_photo, set_photo_privacy, comment_on_photo, add_photo_to_group wait for your OK by default. You can switch that off per tool for scheduled runs.
Not by default. upload_photo defaults to private, and set_photo_privacy asks for your OK on every call until you switch that off for the tool. A non-public photo added to a group becomes visible to its members, so add_photo_to_group asks too.
Pick one if you want the code on your own computer and do not mind the upkeep: you install it, sign it in and fix it when Flickr changes. Pick Cotlet if you want it hosted and kept working for you.
Yes. Add https://cotlet.dev/mcp/v1 in n8n's MCP Client node, or call the REST endpoints from an HTTP step in Make or Zapier.
Cotlet is run by Take Group, a Polish software company working since 2019. Take Group runs about 3,200 websites on its own systems and has its own DevOps team for infrastructure security. We built and used integrations like this inside the company for years before opening them as Cotlet.
No. Cotlet is independent and not affiliated with Flickr.
Free 7-day trial with 2,000 credits, no card needed.
May we use Google Analytics to see which pages help people? It sets cookies only if you accept. No ads, and we never sell data. Cookie policy