# Instadram (me.instadram/instadram): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/me.instadram%2Finstadram/versions/latest)
- Connected to: https://api.instadram.me/mcp
- Homepage: https://instadram.me/mcp
- Scoring rules: v2
- Tools: 48
- Average: 52.0 / 100 (Cloudy)
- Near-identical pairs: 48

This page shows how Instadram (me.instadram/instadram)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 48 tools. Above 40, models choose less accurately.
- Minor: 48 pairs with nearly the same description in all; the top 12 are shown.

## Tools

- `explore_catalog`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_my_collections`: 30 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_feed`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: scope, limit, offset.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `check_username`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: username.
  - Minor: Says nothing about what it returns.
- `explore_recipes`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: pageSize.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `discover_users`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `reidentify_bottle`: 42 / 100
  - Minor: Arguments without a description: bottle_id, update_identity.
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: The meaning of the boolean argument update_identity is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `search_public_bottles`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, limit, offset.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `list_user_collections`: 45 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_user`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `update_bottle`: 46 / 100
  - Major: Arguments without a description: fields, fields.notes, fields.bottle_notes, fields.purchase_price, fields.purchased_from, fields.custom_name, fields.custom_distillery, fields.custom_proof, fields.batch_number, fields.store_pick_name, fields.barrel_number, fields.barrel_warehouse, fields.barrel_floor_rick, fields.barrel_mashbill, fields.barrel_age_at_bottling, fields.is_favorite.
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: The meaning of the boolean argument fields.is_favorite is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `get_expression`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: expressionId. Name the tool or the place that returns it, or models look it up first.
- `get_my_bottle`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: bottleId. Name the tool or the place that returns it, or models look it up first.
- `regenerate_art`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: bottle_id.
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `search_catalog`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: query.
  - Minor: The description mentions none of its 3 or more arguments.
- `add_bottle`: 50 / 100
  - Minor: Arguments without a description: distillery, proof, rating, purchase_price, purchased_from, is_favorite.
  - Minor: String arguments with no constraint or example: distillery, notes, purchased_from.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument is_favorite is unclear.
- `create_collection`: 51 / 100
  - Major: Arguments without a description: name, description.
  - Minor: String arguments with no constraint or example: description.
- `add_bottle_from_photo`: 52 / 100
  - Minor: Arguments without a description: status, distillery, proof, rating.
  - Minor: String arguments with no constraint or example: distillery.
  - Minor: Says nothing about what it returns.
- `list_my_bottles`: 52 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_user_activity`: 52 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `send_feedback`: 52 / 100
  - Major: Arguments without a description: kind, message.
- `fetch_bottle_reviews`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_user_bottles`: 53 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `rename_collection`: 53 / 100
  - Minor: Arguments without a description: name, description.
  - Minor: String arguments with no constraint or example: collection_id, description.
  - Minor: Required identifiers whose description does not say where the value comes from: collection_id. Name the tool or the place that returns it, or models look it up first.
- `wishlist_add`: 53 / 100
  - Minor: Arguments without a description: distillery.
  - Minor: String arguments with no constraint or example: bottle_id, distillery.
  - Minor: No `required` list, so every argument is optional.
- `get_user_bottle`: 54 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: bottleId. Name the tool or the place that returns it, or models look it up first.
- `search_cocktails`: 55 / 100
  - Major: Arguments without a description: category, proof, limit.
  - Minor: Says nothing about what it returns.
- `follow_user`: 56 / 100
  - Minor: String arguments with no constraint or example: userId.
  - Minor: No `required` list, so every argument is optional.
- `remove_bottle`: 56 / 100
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `set_username`: 56 / 100
- `unblock_all_users`: 56 / 100
  - Minor: No `required` list, so every argument is optional.
- `unfollow_user`: 56 / 100
  - Minor: String arguments with no constraint or example: userId.
  - Minor: No `required` list, so every argument is optional.
- `list_my_activity`: 58 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `add_to_collection`: 59 / 100
  - Minor: String arguments with no constraint or example: bottle_id, collection_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id, collection_id. Name the tool or the place that returns it, or models look it up first.
- `delete_collection`: 59 / 100
  - Minor: String arguments with no constraint or example: collection_id.
  - Minor: Required identifiers whose description does not say where the value comes from: collection_id. Name the tool or the place that returns it, or models look it up first.
- `delete_my_activity`: 59 / 100
  - Minor: String arguments with no constraint or example: activity_id.
  - Minor: Required identifiers whose description does not say where the value comes from: activity_id. Name the tool or the place that returns it, or models look it up first.
- `get_shelf_value`: 59 / 100
  - Minor: Says nothing about what it returns.
- `rate_bottle`: 59 / 100
  - Minor: Arguments without a description: rating.
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `remove_from_collection`: 59 / 100
  - Minor: String arguments with no constraint or example: bottle_id, collection_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id, collection_id. Name the tool or the place that returns it, or models look it up first.
- `whoami`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `wishlist_remove`: 59 / 100
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `block_user`: 61 / 100
  - Minor: String arguments with no constraint or example: userId.
  - Minor: No `required` list, so every argument is optional.
- `lookup_bottle`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
- `search_users`: 61 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `export_shelf`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `log_pour`: 64 / 100
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `set_bottle_status`: 64 / 100
  - Minor: String arguments with no constraint or example: bottle_id.
  - Minor: Required identifiers whose description does not say where the value comes from: bottle_id. Name the tool or the place that returns it, or models look it up first.
- `update_profile`: 65 / 100
  - Minor: No `required` list, so every argument is optional.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

[All scored servers](https://forecall.dev/en/servers)