Social media scheduler for AI agents: draft posts into a human-approved queue for 15 networks.
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Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Average 4.2/5 across 4 of 4 tools scored.
Each tool has a clearly distinct purpose: creating drafts, retrieving growth analytics, listing posts, and shaping content. There is no functional overlap.
All names follow a verb_noun pattern with underscores, but verbs vary (create, get, list, shape). The pattern is consistent, though 'shape_post' is less conventional.
Four tools is slightly below average for a social media scheduling server but still covers core workflows. The count feels reasonable and not excessive.
Core operations (create draft, list posts, get analytics, generate content) are present. Minor gaps like update/delete drafts exist, but the tool set covers the primary use cases.
create_draftQueue a draft postInspectSave a post as a DRAFT in the user's posthell queue. It is never published by this tool - the user approves it in the dashboard. Optionally propose a publish time (pre-fills their scheduler) and limit which platforms it targets (default: every connected account).
| Name | Required | Description | Default |
|---|---|---|---|
| body | Yes | The post text | |
| platforms | No | Limit to these platforms (default: all connected accounts) | |
| proposedTime | No | Suggested publish time, ISO 8601. Only a suggestion - pre-fills the user's scheduler. |
get_growthGet follower growthInspectThe user's follower counts and 7-day growth per connected network, plus which network is growing fastest. Use this to decide where a post matters most or to report progress.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_postsList recent postsInspectRead the user's recent posts and drafts with per-platform status. Published posts include engagement metrics (likes, comments, shares, engagementRate - impressions on plans with full analytics) once analytics have synced. Use it to avoid duplicating a topic AND to learn which topics performed before drafting the next post.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results (default 15) | |
| status | No | Filter by status (posted and published are synonyms) |
shape_postShape notes into post anglesInspectTurn rough notes about what the user did (shipped a feature, fixed a bug, hit a number) into 2-3 finished social-post angles in the user's voice. Grounded only in the notes - never invents facts. Uses one AI generation from the user's monthly quota.
| Name | Required | Description | Default |
|---|---|---|---|
| notes | Yes | Raw notes about what the user did. Rough is fine. |
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{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
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