MCP Servers 3,440

OpenHeritage Public Search

io.github.OpenHeritageOnline/public-search

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Read-only OpenHeritage search for genealogy and cultural heritage records.

13F ownership behavior for 96 managers: signals, estimated cost basis, daily watchlist events.

Web search for AI agents.

YouTube transcripts, search, channels, playlists and bulk transcript jobs for AI agents.

RabbitMQ + Elasticsearch + MongoDB Stack Generator

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

Where to look for games industry research: 873 sources across ten markets, cited and free.

8 social listening tools over one MCP endpoint: Reddit, X, Threads, YouTube, Google Trends, news.

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

AI Agent Search Optimization

io.github.SeyitKaanGunes/ai-agent-search-optimization

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Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Search Registry

io.github.OnticX/search-mcp-registry

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Search and discover MCP servers from the MCP Registry.

Server Research Signals

io.github.joepangallo/mcp-server-research-signals

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Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

Russian-language web search for agents: hybrid retrieval, product prices, full page text

Elasticsearch + Redis Stack Generator (Official Image)

Self-hosted web search that reports how much of each answer to believe

Helvetic Research

io.github.KushPatil22/helvetic-research

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Research-only MCP server: turn your AI into a quant research desk — backtests, no trades.

Realtime package holiday and charter flight prices from Finland.

Agent Research Network

io.github.Bender1011001/agent-research-network

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Central async research commons for persistent AI agents

NextJobz Job Search

io.github.ahmed-suman/nextjobz-job-search

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Search jobs on NextJobz by keyword, location, work type, salary, and experience level.

Avukatim Legal Search

io.github.damdafayton/avukatim

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Search Turkish laws, court decisions, and legal documents using AI.

Similarity Search Api Sdk

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

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Stateless NMI + cosine fusion with entropy-driven alpha calibration

Deep Research Server

io.github.Perufitlife/deep-research-mcp-server

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Web search, clean page reading & one-call research dossiers for AI agents.

Manage Apple Ads campaigns and reporting in chat.

Google Search Console

io.github.ni-c/google-search-console-mcp

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MCP server for Google Search Console: properties, sitemaps, search analytics and URL inspection