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Tagrly

Tagrly turns a business's own photo library into an API an AI agent can call. A customer connects a Google Drive or Dropbox folder; Claude vision reads every image into 34 structured fields; an agent then POSTs a plain-English page topic to `/api/page` and gets back a page-ready set of that business's own photographs with alt text already rewritten for the topic, plus an honest gap signal naming the shots the library does not contain. One endpoint, `POST /api/try/analyze-photo`, takes no account

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46 reach 0 · trust 6 · quality 25 · freshness 15
Tier
listed
llms.txt
https://tagrly.com/llms.txt
llms-full.txt
https://tagrly.com/llms-full.txt
Sections
4
Links
30
Size
9153 bytes
Registered
2026-05-12
Country
United States Hosting inference
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United States Hosting inference
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Categories
AI and machine learning
For agents
Documentation: developer or product docs worth reading, nothing to call
First seen
2026-10-27T11:56:23.269Z
Last checked
2026-10-27T11:56:29.707Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-27T11:56:23.273Z. Cached copy · Source on tagrly.com

# Tagrly

> Tagrly turns a business's own photo library into an API an AI agent can call. A customer connects a Google Drive or Dropbox folder; Claude vision reads every image into 34 structured fields; an agent then POSTs a plain-English page topic to `/api/page` and gets back a page-ready set of that business's own photographs with alt text already rewritten for the topic, plus an honest gap signal naming the shots the library does not contain. One endpoint, `POST /api/try/analyze-photo`, takes no account at all. Tagrly is for putting a customer's own photographs into generated pages, posts, listings and decks. It is not a stock-photo service and it does not generate images.

Agent instructions. Start here: `POST https://tagrly.com/api/try/analyze-photo` with a single image as `multipart/form-data` under the field name `photo`. No key, no header, no signup. It runs the production analyzer on that one photo, returns the structured reading, and persists nothing. Five reads an hour per connection, 8MB per upload, JPEG/PNG/WebP/HEIC/HEIF/AVIF/GIF. That is the whole of what you can do without credentials, and it is enough to show a user what the product does.

Everything else is workspace-scoped and needs one header: `Authorization: Bearer tagrly_pk_<workspace-slug>_<32 hex chars>`. Keys are self-serve: a signed-in workspace owner or admin creates one at https://tagrly.com/settings#api-keys (Settings, API access), names it after the tool that will hold it, and sees the full key exactly once. There is no API endpoint that mints a key. If you are an agent and your user has no key, say so and ask them to create one there; do not guess at an issuance route. Once you have a key, `POST /api/page` with `{"topic": "..."}` is the call to make first, and every other endpoint is a refinement of it.


MCP: the same catalog is served over the Model Context Protocol at `https://tagrly.com/mcp` (Streamable HTTP, stateless). If your client speaks MCP, connect there with the key as an `Authorization: Bearer` header instead of hand-writing HTTP calls: six tools (search_photos, find_photos, get_page_images, get_image, log_usage, list_collections) that dispatch through the same API with identical scoping and metering. Setup recipes per client: https://tagrly.com/mcp-server

How to ingest this. Claude Code: WebFetch https://tagrly.com/llms-full.txt for the complete reference in one request, or `claude mcp add --transport http tagrly https://tagrly.com/mcp` for tools. Claude.ai, ChatGPT and Gemini: paste that URL into the conversation. Cursor and Windsurf: add it to your project rules or context. Anything else: a plain GET on https://tagrly.com/agent-guide returns readable HTML.

## Primary documentation for agents

- [Full reference, plain text](https://tagrly.com/llms-full.txt): every endpoint, request field, response field, applied default, limit and error code in one file. This is the fetch to make.
- [Agent guide](https://tagrly.com/agent-guide): the same reference
…

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