Search & Data Extraction
186 MCP servers and agent skills in the Search & Data Extraction category, ranked by quality score.
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chanmeng/google-news-mcp-server C MCP Server Maintained
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
mikechao/brave-search-mcp C MCP Server Maintained
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
pragmar/mcp-server-webcrawl C MCP Server Maintained
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
SecretiveShell/MCP-searxng C MCP Server Maintained
An MCP Server to connect to searXNG instances
keenableai/keenable-mcp C MCP Server Official Maintained
Live web search and clean-markdown page fetch over the Keenable web index. Two tools: `search_web_pages`, `fetch_page_content`. Keyless by default (1,000 req/hour); an optional API key lifts the cap. Hosted Streamable HTTP at `https://api.keenable.ai/mcp`, or run `npx -y @keenable/mcp`.
reflex-search/reflex C MCP Server Maintained
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages.
telly6/searchpin C MCP Server Maintained
Free web search for AI agents with smart re-ranking. Multi-engine parallel search, zero API keys. Works natively within China's network, no proxy/VPN needed. Install via `pip install searchpin && searchpin-setup`.
MKirovBG/scribefy-mcp C MCP Server Official Maintained
Extract timestamped YouTube transcripts, plus search, video metadata, and related-video tools for Claude, Cursor, Windsurf, and AI agents.
sifter-ai/sifter C MCP Server Maintained
Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable in natural language from Claude, ChatGPT, Gemini, or any MCP client.
vectorize-io/vectorize-mcp-server C MCP Server Maintained
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
echology-io/decompose C MCP Server Maintained
Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.
AutomateLab-tech/citation-intelligence C MCP Server Maintained
What LLMs cite, for agents. Check which URLs Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews cite for any query. Self-hosted, BYO API key. Install via `npx @automatelab/citation-intelligence`.
VoxellInc/forge-mcp C MCP Server Official Maintained
Official MCP server for [Forge](https://voxell.ai), Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 2560d, ultra 4096d; Matryoshka truncation) for semantic search and RAG. `npx -y @voxell/forge-mcp`
andyliszewski/webcrawl-mcp C MCP Server Maintained
Local-first web scraping, search, and crawling. Static pages extracted locally via trafilatura; optional Firecrawl fallback only when JS rendering is needed. Four tools: scrape, search (DuckDuckGo), map, crawl.
kc23go/anybrowse C MCP Server Maintained
Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape, crawl, search. Free via MCP, pay-per-use via x402. Remote MCP endpoint: `https://anybrowse.dev/mcp`
comparedge/mcp-server-comparedge D MCP Server Maintained
Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, alternatives, and comparisons. Free, no API key.
ashlrai/webfetch D MCP Server Maintained
License-first federated image search across 25 providers. Returns open/platform/editorial license tags, attribution strings, dimensions, and download-ready URLs via `npx -y getwebfetch-mcp`.
yubinkim444/ai-first-scraper-mcp D MCP Server Maintained
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL → clean Markdown), `fetch_pages_batch` (up to 25 URLs in parallel), `search_web` (web search → top-k pages as Markdown). Works with Claude Desktop / Cursor / Cline. Install: `uvx ai-first-scraper-mcp`.
qinisolabs/icdwise D MCP Server Maintained
Verified ICD-10-CM medical code lookup, validation & reverse search — official descriptions, never guessed. [](https://glama.ai/mcp/servers/qinisolabs/icdwise)
einiba/canyougrab-api D MCP Server Maintained
Confidence-scored domain availability checking with real-time DNS + WHOIS lookups. Bulk check up to 100 domains per request. Each result includes availability, confidence level, data source, and registration details.
AI-Directory-Partners/tooldirectory-mcp D MCP Server Maintained
Search a catalog of 2,000+ AI tools, compare them, find alternatives, and check whether a tool is still active, defunct, or acquired. Hosted remote MCP at `https://tooldirectory.ai/api/mcp` or `npx -y tooldirectory-mcp`.
juergenkoller-software/pdf-content-search-mcp D MCP Server Maintained
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/apps/pdf-content-search) — full-text PDF search with Apple Vision OCR across thousands of documents in under a second. Advanced filters (date, category, sender, amount), wildcards, boolean operators.
kimdonghwi94/Web-Analyzer-MCP D MCP Server Maintained
Extracts clean web content for RAG and provides Q&A about web pages.
Alisammour/storyflo-mcp D MCP Server Maintained
Curated audio-news with a market-aware news signal. Search articles, fetch narrated audio, subscribe topic feeds, surface stories matched to actively traded Kalshi event contracts (CFTC-regulated; qualitative signal tags + link-out to Kalshi, never raw market data). 8 tools (7 free + 1 x402-paid over USDC on Base). Install via `npx -y storyflo-mcp`.
securecoders/opengraph-io-mcp D MCP Server Maintained
OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement.
Savirinc/unfragile-mcp-server D MCP Server Maintained
Canonical MCP server resolver. Returns the right MCP for any agent intent with an invocation-ready snippet and an Ed25519-signed trust passport. Cross-registry coverage. `npx -y @unfragile/mcp-server`
adjacentai/necl-hn-mcp D MCP Server Maintained
Hacker News tools for AI agents: top stories by time window, category feeds (top/new/best/ask/show/job), comment threads, and full-text search via Algolia. No API key required.
newsagentdata/newsagent-mcp D MCP Server Maintained
Real-time, ML-enriched news intelligence — urgency scoring, political lean & event clustering across 190+ countries.
AIweather-Anurag/ottasia-mcp-server D MCP Server Maintained
Where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets (Netflix, Disney+ Hotstar, Wavve, Shahid, Hoichoi, ZEE5, JioCinema, and 17 more). `npx -y @ottasia/mcp-server`
giskard09/giskard-search D MCP Server Maintained
Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required. Self-hosted with phoenixd.
ip2whois/mcp-ip2whois D MCP Server Maintained
MCP server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.
bartonguestier1725-collab/scout-mcp D MCP Server Maintained
Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`.
Gaoshan0971/digeguigui D MCP Server Maintained
Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, 12-dimension care, health diagnosis, pricing, and blockchain provenance. Free tier: 9 tools, 10 req/min. MCP: https://api.digeguigui.com/mcp
tianqitang1/enrichr-mcp-server D MCP Server Maintained
A MCP server that provides gene set enrichment analysis using the Enrichr API
Prototypr/feedbagel-mcp D MCP Server Maintained
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhooks.
deficlow/HyperStore-MCP D MCP Server Maintained
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (keyword + semantic search, full details, browsing), 3 resources, 3 prompts. Install via `uvx hyperstore-mcp` or use the hosted endpoint at `https://mcp.store.hypergpt.ai/mcp`.