1,695 servers in Search & Web Scraping
Open Agent Search
jayanth-mkv/open-agent-search
Search the web, news, images, videos and books, and extract page content for AI agents.
OpenInsurance
sluyasu/OpenInsurance
Open, source-cited knowledge base of Belgian insurance products: search, compare, verify, overlaps.
Otaghak
sepehr071/otaghak-mcp
Unofficial read-only Otaghak: search Iranian villas, availability, exact stay prices, reviews.
Paleobiology
cyanheads/paleobiology-mcp-server
Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale.
Piazza
jadenpxrk/mcp-piazza
Read-only Piazza access: activity, search, unread posts, full threads, and course info
Pikelet
mcn92/pikelet
Search self-contained .pikelet knowledge artifacts over MCP — no vector DB, no embedding API.
Plugolis
plugolis/plugolis-mcp
Search the Plugolis directory of MCP servers and step-by-step fixes for common MCP errors.
Polish Archives Indexes
ianderso/polish-archives-mcp
Search Geneteka, the Poznań Project and BaSIA for Polish vital records; fetch archive scans.
RAG Vault
RobThePCGuy/rag-vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Reliefweb
cyanheads/reliefweb-mcp-server
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.
Repomemory
DanielGuru/repomemory
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
Ris Austria
cyanheads/ris-austria-mcp-server
Search Austrian federal and state law, court decisions, and the authentic Bundesgesetzblatt (RIS).
Samong
waanvar/samong
Search your own Markdown notes, including languages written without spaces between words.
semhood
ahmeedgamil/semhood
AST-based semantic code search; results ship with their call graph (calls + callers).
Sensegrep
Stahldavid/sensegrep
Semantic + structural code search MCP server for AI-native development.
Shinobi
numbererikson/shinobi
Task spine + searched dead ends + approvals for AI coding agents. One brain, every device.
Siftdog
khsarvar/siftdog
Self-hosted, Tavily-compatible web search, extract, crawl and map tools for AI agents.
SkillDB
devchad-cmd/skilldb-sdk
Search and load AI agent skills. Free metadata; full content requires a Pro or Studio account.
Skillmatch
jarmstrong158/skillmatch-mcp
Job search and ranking pipeline via MCP for Claude Desktop.
Smart Data Extractor Worker
lazymac2x/smart-data-extractor-worker
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · free tier
SourceWeave Web Search
MRNAQA/sourceweave-web-search
Fully local MCP server and CLI for web research
Southwest
markswendsen-code/mcp-southwest
MCP server for Southwest Airlines - search flights, manage bookings
Stackexchange
cyanheads/stackexchange-mcp-server
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.
StackMap
Ship-With-AI/stackmap-mcp
Search 344 human-reviewed AI/agent repos and the 817 typed connections between them.
Supericons
curlymolelabs/supericons
Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.
TheCrawler
manchittlab/TheCrawler
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
uk Legislation
cyanheads/uk-legislation-mcp-server
Search and read UK legislation at any date, resolve citations, list amendments, track changes.
Umbra open SAR archive
reesehammer/umbra-py
Search, preview, and measure Umbra open SAR from any MCP client. Umbra ships no search API.
unesco-heritage
cyanheads/unesco-heritage-mcp-server
Search UNESCO World Heritage sites, intangible heritage, biosphere reserves, and Global Geoparks.
Uniprot
cyanheads/uniprot-mcp-server
Protein research over UniProtKB: search by function, fetch curated records, map IDs, proteomes.
Websharp
jgador/websharp
Search the web and extract article text for LLMs.
WhatsApp Connect
idle-sync/whatsapp-connect-mcp
Read, search, and send personal WhatsApp messages from any MCP client, behind a send-confirm gate.
Xiaohongshu (Little Red Book)
shanyang-me/xhs-mcp
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
Xmlriver
artgas1/xmlriver-mcp
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API
Zoekt
radiovisual/zoekt-mcp
Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.
Deepsky Aviation Regulations
deepskyai/agent-tools
Free no-key search over CASA, FAA, EASA & ICAO aviation regulations. By Deepsky (deepskyai.com).
lahend.ee
Nimistu/lahend-mcp
Estonian court decisions: full-text case-law search, each ruling linked to its companies. Free.
AutoGen documentation
sykuang/mcp-autogen-doc
A Model Context Protocol (MCP) server that provides AI assistants with the ability to search and retrieve Microsoft AutoGen documentation.
Digmyname
Seomarlboro/digmyname/mcp
Domain availability checks, registrar price comparison and domain age lookups across many TLDs.
PDF Content Search
juergenkoller-software/pdf-content-search-mcp
Full-text PDF search with Apple Vision OCR via the PDF Content Search app, with date, category, sender and amount filters, wildcards and boolean operators.
Pexafy Stock Photos
Pexafy/pexafy-mcp
Semantic search of free-license stock photos from Unsplash, Pexels, Pixabay and more by scene description, example image or similarity, with attribution.
Abm
abm-dev-git/abm-mcp
abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.
Agentcast
MukundaKatta/agentcast-mcp
Structured-output enforcer: extract and validate JSON from messy LLM text.
Agentic House Search
asturksever/agentic-house-search-data-registry
UK neighbourhood research from government open data: postcode reports, comparisons, 45 datasets.
Agenticmemory
jyswee/agenticmemory
Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.
AI Pensieve
AS-XS/AI-Pensieve-MCP
Search and cross-reference local AI chat history with read-only tools and source citations.
Aileron Journal
aileron-sh/aileron
Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls
Anyfetch
aliasmode/anyfetch
Web search and web fetch with no API keys. Reads the sites that refuse AI agents.