SideShift Scanner
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| sync_dataA | Pull latest data via the active ingestion adapter and upsert into the local store. method='csv': |
| list_creatorsA | List creators, optionally filtered by niche tag, platform, or status. |
| get_creator_profileC | Full creator profile: niche, style, platforms, performance history, best formats. |
| get_performance_summaryC | Aggregate metrics + trend direction. scope: 'global' | 'creator' | 'campaign' | 'format'. scope_id required unless scope='global'. |
| top_performersA | Ranked content items by a chosen metric (views/likes/comments/shares/saves/conversions/revenue/engagement_rate). include_unlisted: whether to include content from creators no longer returned by SideShift's /creators (ghost handles or removed accounts -- SideShift excludes those by design, so this tool can't fetch more about who they are, just show or hide their content). |
| detect_trending_formatsB | Format/hook tags whose average performance beats the roster baseline, ranked by multiplier. |
| recommend_creators_for_briefB | Rank active creators for a brief or set of format tags, with rationale for each match. |
| generate_content_briefA | Draft a brief tailored to a creator's style, targeting a given or trending format. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 8 tools
Each tool targets a distinct function: data ingestion, listing vs. detailed profiles, aggregate summaries vs. ranked items, trend detection, creator recommendation, and brief generation. No two tools have overlapping purposes; even related tools (recommend vs. generate) are clearly separated.
Most tools follow a clear verb_noun pattern (sync_data, list_creators, get_creator_profile, detect_trending_formats, generate_content_brief). The exception is 'top_performers' which is noun-only, and 'recommend_creators_for_brief' is slightly longer but still verb_noun. Overall consistent and readable, with one minor deviation.
8 tools is within the optimal 3-15 range, covering ingestion, querying, analytics, and recommendation without feeling bloated. Each tool serves a distinct need in the creator analytics domain.
The tool set covers the core workflow: data ingestion, creator browsing/detail, performance analysis, trend detection, and brief generation. Minor gaps exist (e.g., no direct tool for listing campaigns or content items beyond top_performers), but these are edge cases and the main workflow is well-supported.