InstaVision — Instagram niche discovery
Server Details
Find Instagram creators and leads by niche, city, follower range or lookalike accounts.
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- Status
- Unhealthy
- Uptime
- 0.0% over the last 24 hours
- OAuth
- Works in Glama
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- afanasenkoa/instavision-mcp
- GitHub Stars
- 0
- Server Listing
- instavision-mcp
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 11 tools
Tools target distinct resources and actions: launch_discovery (spend) vs estimate_credits (free estimate), get_run_status vs get_run_results, and the three seen_accounts verbs (add/list/reset) are clearly differentiated. There is some thematic overlap in the billing trio (get_balance, change_plan, estimate_credits) since all reference plans/subscribe links, but their core actions remain distinguishable.
Every tool follows a clean verb_noun snake_case pattern (add_seen_accounts, change_plan, estimate_credits, export_run_pdf, get_balance, get_run_results, get_run_status, get_seen_accounts, launch_discovery, list_playbooks, reset_seen_accounts). No mixing of conventions or vague verbs.
Eleven tools is well within the ideal range and each earns its place across discovery, dedup, credits, and billing. Nothing feels redundant or padded.
The surface covers the full discovery lifecycle: playbooks, credit estimation, launch, status polling, paginated results, export, and cross-run dedup management, plus billing. The noticeable gap is the inability to abort/cancel a run, even though an 'aborted' status is referenced in get_run_status.
Tool Schema Changelog
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