Research MCP Servers for Gemini CLI

STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.

Artwork credits, figure captions and Chicago, MLA and APA citations in English and Ukrainian.

Retired. Use com.stratalize/stratalize.

Streaming market intelligence: vertical drama, African OTT, piracy, sports, creator economy.

Query STRING interactions, enrichment, annotations, homology, and PPI networks.

Read and edit a live study design canvas through its predefined WebMCP tools.

Official SupplyGraph.AI data MCP: POIs, parks, regions, industry chains, and companies.

Official MCP: continuous supply-chain risk monitoring and early warning, not a one-off report.

Build, target, launch and analyse consumer surveys from your AI assistant (Survey Light, 71 tools).

Curated & traceable AI venture data: verified funding events, org & founder profiles, US + China

SymMap v2 — Traditional Chinese Medicine association graph from symmap.org

Provenance-tagged knowledge graph of AI/ML research: papers, citations, methods, code.

Aviation and space data: METAR/TAF, airports, space weather, aurora, asteroids, satellite passes.

Content, research, trust checks. Taiwan-specific: work permits, tax, property, fraud, localization.

TelescopeCompareHQ: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not...

Texas RRC oil & gas wellbores: API numbers, completion dates, depth, plug status

Validate app and SaaS ideas: search demand, competitors, app store data and a verdict.

Free AI news, ranked stories by section, and trending topics. No authentication required.

Span-grounded audits of how US outlets covered the same story, quotes checkable at the source.

Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.

Public read-only MCP for the Y-chromosome haplogroup tree & Y-SNP resolution. 父系单倍群树查询与Y-SNP解析。