Home › Categories › Search & Data Extraction

Search & Data Extraction

186 MCP servers and agent skills in the Search & Data Extraction category, ranked by quality score.

Filters (1 active)
Status
Official2
71 results (<1ms) · data updated 2026-08-14

Results

nkapila6/mcp-local-rag B MCP Server Active

nkapila6/mcp-local-rag

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

★ 133 Python Updated 4d ago Score 71 Search & Data Extraction

NameetP/pdfmux B MCP Server Active

NameetP/pdfmux

PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.

★ 79 Python Updated today Score 69 Search & Data Extraction

MarcellM01/TinySearch B MCP Server Active

MarcellM01/TinySearch

Self-hosted web research for MCP agents: search (SearXNG, with DuckDuckGo fallback), crawl, dense+BM25 rerank, and dedupe into a source-grounded, cited prompt. Local ONNX embeddings by default, or bring an OpenAI-compatible embedding API.

★ 181 Python Updated 5d ago Score 68 Search & Data Extraction

lfnovo/content-core B MCP Server Active

lfnovo/content-core

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

★ 169 Python Updated 14d ago Score 67 Search & Data Extraction

serpapi/serpapi-mcp B MCP Server Active

serpapi/serpapi-mcp

SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.

★ 164 Python Updated today Score 67 Search & Data Extraction

tobocop2/lilbee B MCP Server Active

tobocop2/lilbee

Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source.

★ 44 Python Updated today Score 67 Search & Data Extraction

goesByhc/cn-scraper-mcp C MCP Server Active

goesByhc/cn-scraper-mcp

MCP server that lets AI agents search and extract data from major Chinese internet platforms including Taobao, JD, Xiaohongshu, Zhihu, Weibo, Bilibili, ZSXQ, Douban, and Dianping, with local-first cookie storage and CDP-assisted login.

★ 21 Python Updated 15d ago Score 63 Search & Data Extraction

n24q02m/wet-mcp C MCP Server Active

n24q02m/wet-mcp

Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, no API keys required.

★ 16 Python Updated today Score 62 Search & Data Extraction

opendatalab/MinerU-Ecosystem C MCP Server Official Stale

opendatalab/MinerU-Ecosystem/mcp

Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits.

★ 192 Python Updated 3mo ago Score 61 Search & Data Extraction

pragmar/mcp-server-webcrawl C MCP Server Maintained

pragmar/mcp-server-webcrawl

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

★ 45 Python Updated 2mo ago Score 60 Search & Data Extraction

cameronrye/gopher-mcp C MCP Server Active

cameronrye/gopher-mcp

Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.

★ 9 Python Updated 4d ago Score 60 Search & Data Extraction

joelio/stocky C MCP Server Active

joelio/stocky

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

★ 24 Python Updated yesterday Score 59 Search & Data Extraction

scraperapi/scraperapi-mcp C MCP Server Active

scraperapi/scraperapi-mcp

MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support.

★ 5 Python Updated 27d ago Score 58 Search & Data Extraction

telly6/searchpin C MCP Server Maintained

telly6/searchpin

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`.

★ 27 Python Updated 1mo ago Score 57 Search & Data Extraction

zlatkoc/youtube-summarize C MCP Server Active

zlatkoc/youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

★ 4 Python Updated 14d ago Score 57 Search & Data Extraction

AIMLPM/markcrawl C MCP Server Active

AIMLPM/markcrawl

Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.

★ 3 Python Updated 24d ago Score 56 Search & Data Extraction

Khamel83/argus C MCP Server Active

Khamel83/argus

Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement.

★ 3 Python Updated today Score 56 Search & Data Extraction

sifter-ai/sifter C MCP Server Maintained

sifter-ai/sifter

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.

★ 55 Python Updated 1mo ago Score 55 Search & Data Extraction

whw23/searxng-http-mcp C MCP Server Active

whw23/searxng_http_mcp

Self-contained SearXNG MCP server in Docker. 200+ search engines, 30+ categories, multi-page fanout, autocomplete, and engine discovery. Dual transport (HTTP + stdio), API key auth, and built-in SearXNG Web UI reverse proxy. Zero-install deploy.

★ 10 Python Updated 5d ago Score 55 Search & Data Extraction

capad-xyz/searchts C MCP Server Active

capad-xyz/searchts

Keyless web access for AI agents: an escalating open-source unlocker (browser-fingerprint fetch → JS-render relay → stealth browser) reads bot-walled pages as clean Markdown, plus multi-provider web search with rank fusion, subtitles-first video transcripts, and page asset grabbing. No API keys; ships a reproducible benchmark.

★ 2 Python Updated 6d ago Score 55 Search & Data Extraction

paulieb89/govuk-mcp C MCP Server Active

paulieb89/govuk-mcp

Search GOV.UK content, retrieve full government pages, look up organisations, and resolve UK postcodes to local authorities. 5 read-only tools, no API keys required.

★ 2 Python Updated 28d ago Score 55 Search & Data Extraction

echology-io/decompose C MCP Server Maintained

echology-io/decompose

Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.

★ 10 Python Updated 2mo ago Score 53 Search & Data Extraction

AceDataCloud/MCPSerp C MCP Server Active

AceDataCloud/SerpMCP

Google SERP search including web, images, news, maps, places, videos, and knowledge graph results via Ace Data Cloud API.

★ 1 Python Updated 4d ago Score 53 Search & Data Extraction

goofrey/zoom-search C MCP Server Active

goofrey/zoom-search

MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.

★ 1 Python Updated 28d ago Score 53 Search & Data Extraction

imprvhub/mcp-domain-availability C MCP Server Stale

imprvhub/mcp-domain-availability

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

★ 55 Python Updated 9mo ago Score 50 Search & Data Extraction

andyliszewski/webcrawl-mcp C MCP Server Maintained

andyliszewski/webcrawl-mcp

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.

★ 14 Python Updated 2mo ago Score 50 Search & Data Extraction

yubinkim444/ai-first-scraper-mcp D MCP Server Maintained

yubinkim444/ai-first-scraper-mcp

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`.

★ 2 Python Updated 2mo ago Score 48 Search & Data Extraction

rubenayla/partle-mcp D MCP Server Active

rubenayla/partle-mcp

Search products and stores in nearby physical stores. Find what you need locally instead of waiting for delivery. Remote MCP server (Streamable HTTP, no API key required).

★ 1 Python Updated 5d ago Score 48 Search & Data Extraction

ricocf/mcp-wolframalpha D MCP Server Stale

ricocf/mcp-wolframalpha

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

★ 84 Python Updated 7mo ago Score 47 Search & Data Extraction

einiba/canyougrab-api D MCP Server Maintained

einiba/canyougrab-api/mcp-server

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.

★ 1 Python Updated 2mo ago Score 46 Search & Data Extraction

cevatkerim/unsplash-mcp D MCP Server Stale

cevatkerim/unsplash-mcp

Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.

★ 16 Python Updated 7mo ago Score 45 Search & Data Extraction

wd041216-bit/free-web-search-ultimate D MCP Server Stale

wd041216-bit/free-web-search-ultimate

Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required.

★ 15 Python Updated 3mo ago Score 45 Search & Data Extraction

adjacentai/necl-hn-mcp D MCP Server Maintained

adjacentai/necl-hn-mcp

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.

★ 0 Python Updated 2mo ago Score 43 Search & Data Extraction