Zernio

Server Details

Schedule, publish, and analyze social media across 15+ platforms, plus inbox, ads, and analytics.

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Status: Unhealthy
Uptime: 44.3% over 49 days
OAuth: Works in Glama
Last Tested: 2026-10-05 01:45
Transport: Streamable HTTP
URL
Repository: zernio-dev/zernio-python
GitHub Stars: 6

TDQS

C2.7/5.0

Scored 2026-09-14 16:21 across 52 tools

Disambiguation3/5

Several tool pairs have fuzzy boundaries, especially posts_edit_post vs posts_update and posts_create vs posts_publish_now, which is explicitly described as a convenience wrapper. The accounts_get_* variants and posts_retry vs posts_retry_all_failed also create some ambiguity, though the descriptions usually resolve it once read carefully.

Naming Consistency4/5

The dominant convention is clear: resource-prefixed snake_case names like accounts_list, posts_create, and profiles_update. The pattern is weakened by redundant names such as account_groups_list_account_groups, queue_create_queue_slot, and tracking_tags_get_tracking_tag_stats, as well as a few outliers like zernio_overview, but overall the naming is predictable.

Tool Count1/5

With 52 tools, this set is well past the 25+ threshold and falls into the extreme mismatch category. The large count comes largely from fine-grained variations and near-duplicate operations that could be consolidated, such as retry vs retry_all_failed, create vs publish_now, and several single-purpose getters.

Completeness4/5

The tool surface covers the core social media management lifecycle well: account discovery, profile CRUD, post creation/scheduling/publishing/updating/deleting, analytics, comments, mentions, media upload, queue slots, and usage. Minor gaps exist, such as no comment moderation/deletion, no account connection/disconnection tools, and no ads functionality despite zernio_overview mentioning ads, but these are workable gaps rather than dead ends.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

1 tool updateSep 14, 2026

Changedcomments_list_inbox_comments1 field changed

changedInput schema / properties / platform / description

Previous value: -"Filter by platform. `metaads` is a synthetic value meaning the user's ads (boosted/dark posts) only; `facebook`/`instagram` return organic posts only."New value: +"Filter by platform. `metaads` is a synthetic value meaning the user's ads (boosted/dark posts) only; `facebook`/`instagram` return organic posts only. `tiktok` covers accounts connected through the TikTok Business app only; developer-app TikTok accounts are returned under `meta.accountsSkipped`."

1 tool updateSep 10, 2026

Changedanalytics_get_analytics1 field changed

changedInput schema / properties / sort_by / description

Previous value: -"Sort by date, engagement, or a specific metric. Instagram-only metrics (follows, reposts, reels_skip_rate, ig_reels_*) sort a null value as 0."New value: +"Sort by date, engagement, or a specific metric. Platform-specific metrics (follows, reposts, reels_skip_rate, ig_reels_*, completion_rate, profile_views) sort a null value as 0."

1 tool updateSep 10, 2026

Changedcomments_get_inbox_post_comments1 field changed

changedInput schema / properties / comment_id / description

Previous value: -"(Reddit only) Get replies to a specific comment"New value: +"(Reddit and TikTok only) Get replies to a specific comment"

5 tool updatesSep 8, 2026
- Changedanalytics_get_analytics1 field changed
  - changedInput schema / properties / account_id / description
```
Previous value: -"Filter by social account ID"New value: +"Filter by account ID"
```
- Changedanalytics_get_best_time_to_post1 field changed
  - changedInput schema / properties / account_id / description
```
Previous value: -"Filter by social account ID. Omit for all accounts."New value: +"Filter by account ID. Omit for all accounts."
```
- Changedcomments_list_inbox_comments1 field changed
  - changedInput schema / properties / account_id / description
```
Previous value: -"Filter by specific social account ID"New value: +"Filter by specific account ID"
```
- Changedmentions_list_inbox_mentions1 field changed
  - changedInput schema / properties / account_id / description
```
Previous value: -"Filter by social account ID"New value: +"Filter by account ID"
```
- Changedmentions_reply_to_mention1 field changed
  - changedInput schema / properties / account_id / description
```
Previous value: -"The Instagram social account ID (required)"New value: +"The Instagram account ID (required)"
```

1 tool updateAug 29, 2026

Changedanalytics_get_analytics1 field changed

changedInput schema / properties / sort_by / description

Previous value: -"Sort by date, engagement, or a specific metric. Instagram-only metrics (follows, reposts, reels_skip_rate, ig_reels_*) sort posts with no value as 0."New value: +"Sort by date, engagement, or a specific metric. Instagram-only metrics (follows, reposts, reels_skip_rate, ig_reels_*) sort a null value as 0."

1 tool updateAug 28, 2026

Changedusage_get_usage3 fields changed

addedInput schema / properties / account_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / group_by

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / profile_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

1 tool updateAug 26, 2026

Changedanalytics_get_analytics1 field changed

changedInput schema / properties / sort_by / description

Previous value: -"Sort by date, engagement, or a specific metric"New value: +"Sort by date, engagement, or a specific metric. Instagram-only metrics (follows, reposts, reels_skip_rate, ig_reels_*) sort posts with no value as 0."

1 tool updateAug 24, 2026
- Addedzernio_overview
51 tool updatesAug 24, 2026
- First observedaccount_groups_list_account_groups
- First observedaccounts_get
- First observedaccounts_get_account_health
- First observedaccounts_get_all_accounts_health
- First observedaccounts_get_follower_stats
- First observedaccounts_list
- First observedaccounts_move_account_to_profile
- First observedanalytics_get_analytics
- First observedanalytics_get_best_time_to_post
- First observedanalytics_get_daily_metrics
- First observedanalytics_get_post_timeline
- First observedcall_tool
- First observedcomments_get_inbox_post_comments
- First observedcomments_list_inbox_comments
- First observedcomments_reply_to_inbox_post
- First observeddocs_search
- First observedmedia_check_upload_status
- First observedmedia_generate_upload_link
- First observedmentions_list_inbox_mentions
- First observedmentions_reply_to_mention
- First observedposts_bulk_upload_posts
- First observedposts_create
- First observedposts_cross_post
- First observedposts_delete
- First observedposts_edit_post
- First observedposts_get
- First observedposts_list
- First observedposts_list_failed
- First observedposts_publish_now
- First observedposts_retry
- First observedposts_retry_all_failed
- First observedposts_unpublish_post
- First observedposts_update
- First observedprofiles_create
- First observedprofiles_delete
- First observedprofiles_get
- First observedprofiles_list
- First observedprofiles_update
- First observedqueue_create_queue_slot
- First observedqueue_delete_queue_slot
- First observedqueue_get_next_queue_slot
- First observedqueue_list_queue_slots
- First observedqueue_preview_queue
- First observedqueue_update_queue_slot
- First observedsearch_tools
- First observedtracking_tags_get_tracking_tag_stats
- First observedtracking_tags_list_tracking_tags
- First observedusage_get_usage
- First observedvalidate_media
- First observedvalidate_post
- First observedvalidate_post_length

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