Mediagraph MCP
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TDQS
Scored across 276 tools
Many tools have overlapping or near-identical purposes: search_assets vs search_assets_visual, update_asset vs bulk_edit_assets vs set_asset_custom_meta vs update_asset_description, and a dense cluster of face/tagging tools (tag_asset_face, associate_tagging_with_face, set_main_face_for_tagging, set_tag_face_creator_tag, set_tag_face_membership) that are hard to distinguish without deep domain knowledge. Invite/share/access-request/contribution concepts also fragment into dozens of similarly named tools (create_share vs create_share_link vs create_invite vs create_contribution), making misselection likely.
Nearly everything is snake_case verb_noun (list_tags, create_collection, delete_webhook), with consistent bulk_/get_/list_/create_/update_/delete_ prefixes. Minor deviations exist: whoami, reauthorize, and the mix of find_* vs get_* for lookups, but the convention remains readable and predictable.
276 tools is an extreme surface far beyond what an agent can navigate reliably; many are super-admin, diagnostic, or one-off maintenance operations (mark_organization_cai_invoice_paid, explain_asset_search, get_pending_membership_requests_count). The set should be split into narrower servers or consolidated.
The DAM domain is covered comprehensively: asset CRUD/versioning/restore, tags, taxonomies, collections, lightboxes, storage folders, shares, access requests, workflows, webhooks, uploads, contributions, bulk jobs, and meta import/export. Minor gaps exist (no update/delete for rights packages, some lifecycle actions only partially covered), but core workflows have no dead ends.