Search & Data Extraction MCP Servers

Search & Data Extraction topic — 269 MCP servers, ranked by GitHub stars.

W

WebScraping.AI

Search & Research
Official

Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.

★ 45 MCP Server
M

mcp-servers-kagi

Search & Research

Kagi search API integration.

★ 44 MCP Server
D

dappier-mcp

Search & Research

Real-time web search and premium data from media brands via Dappier: news, financial markets, sports, entertainment, weather and more.

★ 44 MCP Server
K

kagi-ken-mcp

Search & Research

Kagi search and summarization without API access, authenticated with a Kagi session token.

★ 42 MCP Server
U

unsplash-mcp

Search & Research

Unsplash photo search, random photos and download tracking, with ready-to-use attribution text and HTML for each photo.

★ 38 MCP Server
B

baseline-mcp-server

Search & Research

Search Baseline status using the Web Platform API.

★ 37 MCP Server
F

format37/youtube_mcp

Search & Research

Transcribe YouTube videos to text using yt-dlp for audio and OpenAI Whisper for transcription, with chunked output for long videos.

★ 32 MCP Server
P

Parallel Search MCP

Search & Research

The best web search for your AI Agent

★ 32 MCP Server Requires auth
N

newsmcp

Search & Research

Real-time world news for AI agents. 50+ regions, topic filtering. Free, no API key.

★ 31 MCP Server
M

mcp-server-dumplingai

Search & Research
Official

Access Dumpling AI's data, web scraping and document conversion APIs.

★ 30 MCP Server
D

domain-search-mcp

Search & Research

Naming engine with availability intelligence: score names, check domains, socials and registries.

★ 28 MCP Server
S

stocky

Search & Research

Search and download royalty-free stock photos from Pexels and Unsplash, with rich metadata and pagination.

★ 28 MCP Server
S

spectrawl

Search & Research

Unified web layer for agents: multi-engine search including Gemini Grounded Search, stealth browsing, cookie auth and actions across many…

★ 28 MCP Server
S

searchpin

Search & Research

Self-hosted web search for AI agents — zero API keys, embedding rerank, multi engine parallel search

★ 28 MCP Server
M

mcp-rss-aggregator

Search & Research

Aggregate RSS feeds.

★ 27 MCP Server
M

mcp-paperswithcode

Search & Research

Search papers via the Papers with Code API.

★ 26 MCP Server
O

overseerr-mcp

Search & Research

Media discovery, requests and management via Overseerr and Seerr for Plex, Jellyfin and Emby.

★ 26 MCP Server
J

json-mcp-filter

Search & Research

Query and extract only the needed parts of JSON files to keep LLM context small.

★ 26 MCP Server
W

wet

Search & Research

Open-source MCP server for AI agents: web search, content extraction, and library docs.

★ 24 MCP Server
D

domain-suite-mcp

Search & Research

Domain lifecycle management across Porkbun, Namecheap, GoDaddy and Cloudflare: availability, registration, DNS, SSL, email auth (SPF,…

★ 24 MCP Server
O

opentk-mcp

Search & Research

Search Dutch Parliament (Tweede Kamer) documents, debates, activities and legislative cases, based on the OpenTK project.

★ 23 MCP Server
M

MCP Retrieval

Search & Research

Local Go MCP server: DuckDuckGo/Bing web + image search, readability scraping to Markdown.

★ 23 MCP Server
N

nexus

Search & Research

Web search using Perplexity Sonar models, with source citations.

★ 21 MCP Server
H

Himalayas Remote Jobs

Search & Research

Remote jobs: job search, salary data and application tracking, or post a job and hire candidates

★ 21 MCP Server
S

StitchAPI Docs

Search & Research

Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

★ 21 MCP Server
Z

zero-api-key-web-search

Search & Research

Web search across DuckDuckGo, Bing, Google, Brave, Wikipedia, arXiv, YouTube and Reddit with deep page browsing. Instructs LLMs to search…

★ 20 MCP Server
N

nyt

Search & Research

Search articles using the NYTimes API.

★ 18 MCP Server
M

mcp-server-for-fiverr-unofficial

Search & Research

Search Fiverr gigs, sellers, pricing, and reviews. No API key required.

★ 18 MCP Server
N

nab

Search & Research

Token-optimized HTTP client for LLMs: fetches any URL as clean markdown. CLI and MCP server.

★ 18 MCP Server
G

GeekNews-MCP-Server

Search & Research

Retrieve and process news from GeekNews.

★ 18 MCP Server
A

activitypub-mcp

Search & Research

Read-only-by-default MCP server: let LLMs explore the Fediverse — Mastodon, Misskey, Pleroma.

★ 17 MCP Server
H

HasData

Search & Research

All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.

★ 17 MCP Server Reachable
W

webcrawl-mcp

Search & Research

Local-first web scraping, DuckDuckGo search, site mapping and crawling, using trafilatura with an optional Firecrawl fallback for…

★ 16 MCP Server
G

Gopher & Gemini MCP Server

Search & Research

Browse Gopher and Gemini resources safely: SSRF protection, TLS/TOFU, structured JSON output.

★ 16 MCP Server
M

multi-agents-research

Search & Research

Multi-agent research system for coding or general research tasks.

★ 16 MCP Server
P

Parallel Task MCP

Search & Research

An MCP server for deep research or task groups

★ 16 MCP Server Requires auth
A

Agent Web Search

Search & Research

Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.

★ 15 MCP Server
E

enrichr-mcp-server

Search & Research

Gene set enrichment analysis using the Enrichr API.

★ 15 MCP Server
D

Dreamwork

Search & Research
Official

Job search, application materials, and application tracking for AI assistants.

★ 14 MCP Server Reachable
N

ncbi-mcp-server

Search & Research

NCBI and PubMed literature search with analytics, caching, MeSH integration, related article discovery and batch processing for life…

★ 13 MCP Server
M

melrose-mcp

Search & Research

Play Melrōse music expressions as MIDI.

★ 12 MCP Server
M

mcp-tavily

Search & Research

Search via the Tavily AI search API.

★ 12 MCP Server
S

SearXNG HTTP MCP

Search & Research

Self-contained SearXNG metasearch MCP server. One Docker image, 200+ engines, privacy-first.

★ 12 MCP Server
C

Crawleo-MCP

Search & Research

Hosted Crawleo MCP (remote streamable HTTP endpoint).

★ 11 MCP Server Requires auth
D

driflyte-mcp-server

Search & Research
Official

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

★ 11 MCP Server
D

Decompose

Search & Research

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

★ 10 MCP Server
H

heventure-search-mcp

Search & Research

Web search across DuckDuckGo, Bing, Google (via SerpAPI) and Tavily with automatic rate limiting, caching and multi-language support.

★ 10 MCP Server
M

mcp-claude-hackernews

Search & Research

Interact with Hacker News.

★ 10 MCP Server
M

MinerU

Search & Research

MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing.

★ 10 MCP Server
S

shopsavvy-mcp-server

Search & Research
Official

ShopSavvy product and price data: search by barcode, ASIN or URL, get product details, compare retailer prices and track price history.

★ 10 MCP Server
A

Argus Retrieval

Search & Research

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

★ 9 MCP Server
M

mcp_pearch

Search & Research
Official

People search engine for talent discovery.

★ 9 MCP Server
S

searchcraft-mcp-server

Search & Research
Official

Manage Searchcraft clusters, create search indexes, generate an index from a data file and import data from a feed or local JSON file.

★ 9 MCP Server
C

Citation Intelligence

Search & Research

Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.

★ 8 MCP Server
B

boikot

Search & Research

Look up company ethics information: the ethical and unethical actions of major companies.

★ 8 MCP Server
G

gsc-mcp

Search & Research

MCP server for Google Search Console & Indexing API — search analytics, sitemaps, URL inspection

★ 8 MCP Server
S

Scavio

Search & Research

Structured web data from 69 platforms: Google, ChatGPT, Gemini, YouTube, Amazon, Reddit, TikTok

★ 8 MCP Server Requires auth
F

fouradata/mcp

Search & Research
Official

Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

★ 7 MCP Server Reachable
G

Google AI Search MCP

Search & Research

Google AI search and documentation tools for MCP clients using Vertex AI or the Gemini API.

★ 7 MCP Server
C

Clojars-MCP-Server

Search & Research

Up-to-date dependency information for Clojure libraries from Clojars.

★ 6 MCP Server