Instadram MCP server

Which MCP servers are Instadram's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-21

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Whose server it is

Registry nameme.instadram/instadramverified in the MCP registry

The registry name sits under instadram.me. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-21

Stateanswerschecked 2026-10-21
Tools48
Server calls itselfinstadram
Server version1.0.0
Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 176 ms.

Should an agent connect itNot proven either way yet

Whether its tools do the product's job has not been judged yet.

Once connected

Keep approval on for remove_from_collection, send_feedback: they delete, send or pay without saying so.
add_bottle_from_photo, add_bottle, update_bottle, remove_bottle, wishlist_add change data without a sign-in: anyone with the address can call them.
Parameters are untyped or undescribed in 18 of 48 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 14, the first on 2026-10-21

INITE MCP score64 of 100answers 100 · definitions 94 · context 73 · connects 100 · lowered by the warning signs below
Answered100% of days14 of 14 daily checks
Median first answer167 ms
Space in an agent's context≈ 8,193 tokensthe definitions of all its tools (48), which an agent carries on every turn
Tool definitionsA · 94 of 100
Typed results0 of 48 toolsdeclared outputSchema: results come typed, read once

Parameters without a description: in 18 of 48

What an agent can do with it

not sure · scan a bottle to add it to your shelf
cannot · log tasting notes for each bottle you pour
not sure · keep a wishlist separate from owned bottles

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

Tools that delete, send or pay, marked as not destructive: remove_from_collection, send_feedback
Tools that change data, on a server that answers without a sign-in: add_bottle_from_photo, add_bottle, update_bottle, remove_bottle, wishlist_add

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers48 tools · read 2026-10-21

whoami
Return the signed-in user's public profile (uid, username, display name) plus pro (paid or gifted Instadram Pro). Uses the Bearer token uid only. Available to free users.
list_my_bottles
List bottles in the signed-in user's collection. Filters: status (unopened|opened|consumed|excluded|wishlist|active|tried) and optional text query. Always scoped to the token uid — a userId argument is ignored.
get_my_bottle
Get one bottle from the signed-in user's collection by id. 404 if missing or not theirs.
get_shelf_value
Value of the signed-in user's active shelf (opened + unopened) in USD, the same number as the app's Stats. paid: purchase price, or MSRP when no price was entered (msrpCount says how many used MSRP). msrp: every bottle at MSRP…
search_catalog
Search the public bottle catalog (expressions and distilleries). Does not return other users' collections.
get_expression
Get one public catalog expression by id, or by path distilleries/{id}/brands/{id}/expressions/{id}.
list_my_activity
List the signed-in user's own pours/activity. Never returns other users' activity.
list_my_collections
List the signed-in user's shelf groups / collections.
search_users
Search public Instadram profiles by exact username (usernames/{handle} or users.username) then displayName prefix. Returns uid, username, displayName, photoURL. Never email or billing fields.
get_user
Get one public profile by username or userId. Resolves handles via usernames/{handle}. Public fields only — no email, stripeCustomerId, or billing.
list_user_bottles
List bottles on another user's public shelf. Requires username or userId. Same status/query/paging as list_my_bottles. 404 if the user is missing; empty list if they have no bottles.
get_user_bottle
Get one bottle from another user's public collection. Requires username or userId plus bottleId. 404 if the user or bottle is missing.
list_user_activity
List another user's pours/activity (authenticated feed read). Requires username or userId. Newest first. Same paging caps as list_my_activity.
list_user_collections
List another user's public shelf groups. Requires username or userId.
fetch_bottle_reviews
AI community-review research for a bottle (fetchBottleReviews). Not a user tasting-note form. iOS may have this flagged off; the tool still works. Pass bottleName, or bottleId (own collection), or username/userId + bottleId to resolve the…
lookup_bottle
Add-bottle AI identify (analyzeBourbonImage). Photo (imageData) or text (query). Returns distillery, location, spirit.brand + expressions (name, proof, msrp, tasting_notes, etc.), success, confidence. Does not write a bottle or set…
get_feed
The Home feed as the app shows it: recent pours, adds and ratings from everyone (scope global, the app default) or only people you follow plus you (scope following). Blocked and hidden accounts are removed.
explore_catalog
The Explore tab's bottle deck: recent public shelf bottles with photos from other collectors, one per expression, blocked and hidden accounts removed.
discover_users
Discover people like the app's People list: everyone (empty query) or a name/handle match, ranked like the app, with badge and whether you follow them. Use follow_user to follow.
search_cocktails
Cocktails to make with a bottle, like the app's recipe rail on a bottle page. Pass the bottle's name (plus spiritType, category, proof when known). Results note how many of the main liquors you already own. For browsing all drinks use…
explore_recipes
The Explore recipe feed: every drink, ordered by how few bottles you'd need to buy from your own shelf, then popularity. Paged with nextCursor.
check_username
Check whether an @handle is valid and free before set_username (same rules and messages as Edit Profile).
export_shelf
Export your whole collection as CSV (Pro, like Profile → Export Collection): the same columns and values as the app's file. Returns filename and csv text.
add_bottle_from_photo
Add a bottle from a photo, like Add Bottle → photo in the app: the preview identifies it; after the user agrees, AI art is made from the photo (1K) and the bottle is added with it. Free: 5 AI art a day; Pro: unlimited. Two steps: repeat…
regenerate_art
Make new AI art for one of your bottles from its stored photo (or a new photo), like Think harder → Only regenerate the art. Uses 1 AI art credit (free 5/day, Pro unlimited). Two steps.
reidentify_bottle
Think harder about one of your bottles: identify it again from its photo and research fresh reviews. Reviews are saved when found; pass update_identity to also replace the name, distillery and proof. Two steps.
search_public_bottles
Search bottles like the app's Search tab: other collectors' shelf bottles (with owner username and display name) plus public catalog bottles, ranked like the app. Paged with nextCursor/hasMore/total.
add_bottle
Add a bottle to your shelf, wishlist or Tried list (same as the app's Add Bottle form). Free accounts can hold 25 unopened/opened bottles; Pro is unlimited. Two steps: the first call only previews and returns confirm_token; show the…
update_bottle
Edit your bottle: notes, price, store, custom name/distillery/proof, batch, barrel details, favorite. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token…
set_bottle_status
Move a bottle between unopened, opened, finished, wishlist and tried. Moving into unopened/opened re-checks the free 25-bottle limit. Two steps: the first call only previews and returns confirm_token; show the preview to the user and…
rate_bottle
Rate one of your bottles 0-5 in steps of 0.25 (0 clears). Posts a 'rated' update like the app. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only…
remove_bottle
Permanently delete one of your bottles. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
wishlist_add
Put a bottle on your wishlist: a new one (expression_path or name), or move an existing bottle_id there. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with…
wishlist_remove
Delete a bottle from your wishlist. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
log_pour
Log that you're drinking one of your bottles (posts to your followers' feed, like the app's Pour). Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only…
create_collection
Create one of your collections. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
rename_collection
Rename one of your collections (and optionally change its description). Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
delete_collection
Delete one of your collections. Its bottles stay on your shelf. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
add_to_collection
Add one of your bottles to one of your collections. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
remove_from_collection
Take one of your bottles out of one of your collections (the bottle stays on your shelf). Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after…
delete_my_activity
Delete one of your own feed posts (id from list_my_activity). The bottle stays on your shelf. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only…
follow_user
Follow someone (username or userId from search_users). Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
unfollow_user
Stop following someone. Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
block_user
Block someone: hides their posts and profile from your feed, Explore and Discover (doesn't unfollow, like the app). Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with…
unblock_all_users
Unblock every user you've blocked (same as Profile → Unblock All Users). Two steps: the first call only previews and returns confirm_token; show the preview to the user and repeat the call with confirm_token only after they agree.
update_profile
Edit your profile like Edit Profile in the app: displayName, bio, location, website, instagram, twitter, facebook, tiktok. Only fields you pass change; an empty string clears an optional field. Photos and handle aren't changed here (see…
set_username
Change your @handle (3–20 characters: lowercase letters, numbers, underscore). Your old handle is released. Use check_username first. Two steps: the first call only previews and returns confirm_token; show the preview to the user and…
send_feedback
Send a bug report, feature idea or other feedback to the Instadram team as you (same as Profile → Send Feedback). 10–5000 characters. Two steps: the first call only previews and returns confirm_token; show the preview to the user and…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "instadram": {
      "type": "http",
      "url": "https://api.instadram.me/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http instadram https://api.instadram.me/mcp

Add to Cursor Add to VS Code

claude.ai, ChatGPT and other clients: add https://api.instadram.me/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.