No user-submitted related servers found.
Scored across 15 tools
Four tool pairs are near-duplicates distinguished only by references to a 'HTTP' vs 'HTTP-v2 evidence' authority (search_web/search_web_v2, recover_url/recover_url_v2, expand_links/expand_links_v2, extract_content/extract_content_v2), giving an agent no clear basis for choosing. Additionally, recover_url and recover_dead_article overlap, and capture_site/build_research_pack have no descriptions at all, leaving their boundaries undefined.
Names consistently follow snake_case verb_noun (search_web, expand_links, get_workflow_status, read_workflow_artifact). The only deviation is the _v2 suffix convention, which is at least applied uniformly but signals duplication rather than a distinct capability.
15 tools sits at the upper edge of a comfortable set, and roughly half of it is duplicated v1/v2 surface, so the effective unique capability count is closer to 11. The count feels inflated for the actual scope of a web-research pipeline.
The surface covers a plausible research lifecycle — search, recover, expand, extract, capture, build a research pack, and poll/read workflow output plus health and budgets. However there are no cancellation/cleanup operations for workflows or packs, and two tools (capture_site, build_research_pack) lack descriptions, making their role and coverage impossible to verify.