MCP Servers 2,125

FTIR.fun Spectral Search

io.github.jxbaoxiaodong/ftirfun-mcp

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FTIR spectral search and material identification for AI agents via MCP.

Search tours and excursions on supertours.ru by destination, price, duration, and rating.

Research Mcp

io.github.varvararatta/research_mcp

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MCP server for Research

Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, priority agenda.

Mdn Search

io.github.pipeworx-io/mdn-search

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MDN Search MCP

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

Shop Search

io.github.sangha-lightanchor/shop-search

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Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path.

Semantic search over 438 AutoHotkey tools, scripts and courses at the-automator.com

Backtest trading strategies written in plain English, on real market data, with graded results.

Monitor brand visibility, citations, competitors, sentiment, and GEO performance in AI search.

Google Search Console SEO analytics, keyword rankings, URL inspection, sitemaps, PageSpeed checks.

Search

io.github.aimnis/search

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Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.

Search US sex-offender registries and criminal records, with per-source citations.

One AI endpoint to search and call 22k+ MCP servers; 50+ hosted tools work instantly, no key.

ShortsMonkey YouTube Outlier Research

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

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

Realtime package holiday and charter flight prices from Denmark.

Academic Research Intelligence MCP

io.github.FoundryNet/academic-intel-mcp

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Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

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

Daily new research papers across AI, physics and biology from arXiv.

International real-estate search and buyer workflows for AI agents via MCP and OAuth 2.1.

Search national and EU case law, legislation and regulation, with citations you can verify.

RabbitMQ + Elasticsearch + MySQL Stack Generator

KATA Research Automation

io.github.dharan1007/kata

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Deterministic research automation with live OpenAlex search and reusable workflow programs.

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