No user-submitted related servers found.
Scored across 66 tools
Most tools are separated by source (GitHub, Hacker News, Medium) and resource type, so an agent can usually tell them apart. However, several overlapping clusters exist: revenue tools (get_indie_revenue_dashboard, get_indiehackers_income_reports, get_trustmrr_rankings), Twitter aggregation tools, and cross-platform aggregators (search_trending_all, track_topic_trends, analyze_tech_stack) blur boundaries.
The dominant verb is get_ with snake_case, and many names follow get_<source>_<resource>. But consistency breaks down with search_, analyze_, and track_ prefixes, and noun ordering/levels vary (get_betalist_latest, get_paperswithcode_latest, get_lobsters_by_tag, get_medium_tag_articles), requiring extra attention.
At 66 tools, this is far beyond the typical well-scoped MCP server. While the breadth covers many sources, the count burdens context selection and makes the surface feel like a grab-bag rather than a coherent set. Consolidation into parameterized tools per category would be beneficial.
As a read-only trending aggregator, the server covers an unusually wide range of domains: articles, startups, ML models, papers, jobs, packages, and Twitter. There are minor gaps like Reddit, YouTube, or general news, and some sources lack search-by-keyword, but the cross-platform search and summary tools mitigate these. No CRUD operations are expected for this read-only domain.