MCP Servers 1,175

ArXiv preprints + Google Scholar papers, with citation counts in one query.

Embedding SearchNew

io.github.lazymac2x/embedding-search

B✓Verified

Cloudflare Workers MCP server: embedding-search

Agent-native search engine with live web research optimized for AI agents.

Apple Search AdsNew

io.github.philmccarty/apple-search-ads-mcp

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Apple Search Ads MCP: campaign analytics, bid management, and attribution tracking.

Run AI market research: synthetic customer panels for concept testing, message testing, segments.

Agent-driven search: build, import, tune, search, and score result quality — all over MCP.

Query Google Search Console analytics (clicks, impressions, CTR, position) over MCP.

The only MCP server for Arabic academic research — search, read & cite Arabic + English papers.

Similarity Search Api SdkNew

io.github.nexus-mcp-infra/similarity-search-api-sdk

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Stateless NMI + cosine fusion with entropy-driven alpha calibration

Realtime package holiday and charter flight prices from Norway.

Agent-first domain registration and DNS management, paid with USDC via x402.

Search, compare, and buy Apostle men's skincare: tinted moisturizer, face wash, and sets.

Search 13.4M US patents (2007+) and read full claims and descriptions, with cited source links.

Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to jeeva-jyotish.com.

Realtime package holiday and charter flight prices from Finland.

Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical dataNew

io.github.maxi-moss/medical-rag-mcp-test

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Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

Search biomedical literature, get article details, find related articles, and explore MeSH terms

ShortsMonkey YouTube Outlier ResearchNew

io.github.cuilinhao/shortsmonkey-youtube-outlier-research

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Find YouTube outliers, daily viral Shorts, and analyze video performance.

Web Search APINew

io.github.Br0ski777/web-search

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Web search returning structured results — titles, URLs, snippets.

Semantic patent search & analysis: find, compare, and analyze patents by meaning.

Japan Law SearchNew

io.github.easakura/japan-law-search-mcp

A✓Verified

Full-text search of all current Japanese laws (official e-Gov data), down to exact article text.

Read-only Search Console analytics, URL inspection, indexing diagnostics, and sitemaps.

Search the web, images, videos, news, and local businesses with robust filters, freshness controls…

Search 14M+ USPTO trademark records by mark, owner, goods/services, class, status, and date.