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Search & Data Extraction

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

MCP Server Maintained

SecretiveShell/MCP-searxng

An MCP Server to connect to searXNG instances

125 Python Updated 2mo ago Score 59
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 5d ago Score 59
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.

7 Python Updated 5d ago Score 59
MCP Server Official Stale

OctagonAI/octagon-deep-research-mcp

Lightning-Fast, High-Accuracy Deep Research Agent

93 JavaScript Updated 5mo ago Score 58
MCP Server Active

angheljf/nyt

Search articles using the NYTimes API

19 JavaScript Updated 9d ago Score 58
MCP Server Active

jhomen368/overseerr-mcp

Integrate AI assistants with Overseerr and the Seerr (the unified successor) for automated media discovery, requests, and management in Plex, Jellyfin, and Emby ecosystems.

19 JavaScript Updated yesterday Score 58
MCP Server Active

scavio-ai/scavio-mcp

Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, Reddit, and TikTok through one endpoint. 21 tools for web search, e-commerce, product data, social media, and video platforms. Free tier included.

6 TypeScript Updated yesterday Score 58
MCP Server Active

qune-tech/ocds-mcp

German public procurement data (OCDS) — semantic search, tender matching with company profiles, and structured filtering.

5 Rust Updated 6d ago Score 58
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 15d ago Score 58
MCP Server Active

talonicdev/talonic-mcp

Schema-validated document extraction with searchable workspace memory. Extract structured fields from PDFs, scans, images, and forms; AI agents can also search, filter, and query past extractions.

5 TypeScript Updated 10d ago Score 58
MCP Server Official Maintained

keenableai/keenable-mcp

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`.

2 JavaScript Updated 1mo ago Score 58
MCP Server Official Active

pepabo/muumuu-domain-mcp

Official remote MCP server for Muumuu Domain (GMO Pepabo). Search and register domains, manage owned domains and contracts, and configure DNS records via natural language.

1 JavaScript Updated 7d ago Score 58
MCP Server Stale

hellokaton/unsplash-mcp-server

A MCP server for Unsplash image search.

230 Python Updated 3mo ago Score 57
MCP Server Active

mrslbt/rippr

YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`.

4 JavaScript Updated yesterday Score 57
MCP Server Active

lionkiii/rss-feeds-mcp

RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required.

4 JavaScript Updated 4d ago Score 57
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 2d ago Score 57
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 12d ago Score 56
MCP Server Active

Khamel83/argus

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

3 Python Updated 2d ago Score 56
MCP Server Active

comparedge/mcp-server-comparedge

Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, alternatives, and comparisons. Free, no API key.

3 JavaScript Updated 22d ago Score 56
MCP Server Active

ashlrai/webfetch

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`.

3 JavaScript Updated 22d ago Score 56
MCP Server Official Maintained

MKirovBG/scribefy-mcp

Extract timestamped YouTube transcripts, plus search, video metadata, and related-video tools for Claude, Cursor, Windsurf, and AI agents.

1 JavaScript Updated 1mo ago Score 56
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.

54 Python Updated 1mo ago Score 55
MCP Server Maintained

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.

14 Python Updated 2mo ago Score 55
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 8d ago Score 55
MCP Server Active

linxule/mineru-mcp

MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output.

9 JavaScript Updated 4d ago Score 55
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 16d ago Score 55
MCP Server Official Stale

serkan-ozal/driflyte-mcp-server

The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

11 TypeScript Updated 10mo ago Score 54
MCP Server Maintained

vectorize-io/vectorize-mcp-server

[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

109 JavaScript Updated 1mo ago Score 53
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
MCP Server Official Stale

searchcraft-inc/searchcraft-mcp-server

Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

9 TypeScript Updated 5mo ago Score 53
MCP Server Maintained

AutomateLab-tech/citation-intelligence

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`.

8 TypeScript Updated 1mo ago Score 53
MCP Server Active

pgalyen1987/gate402-mcp

Pay-per-call agent APIs over x402 (USDC on Base): per-token LLM inference (Llama 3.1/Qwen/Mistral), per-second GPU/CPU compute, on-chain/DeFi + SEC-EDGAR + news data, and clean-Markdown/Cloudflare-stealth web scraping. Signed receipts, no signup — auto-claims a free-tier key. Install via `npx -y gate402-mcp`.

1 JavaScript Updated 4d ago Score 53
MCP Server Active

AceDataCloud/MCPSerp

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

1 Python Updated 2d ago Score 53
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.

1 Python Updated today Score 53
MCP Server Active

Crawlora-org/crawlora-mcp

Hosted MCP for structured public web data — 319 tools across search, maps, commerce, social, and finance, each returning clean JSON. Free 2,000 credits/mo.

1 JavaScript Updated today Score 53
MCP Server Active

divyanshu-iitian/SearchForge

Free capability-routed search and web reading for agents: GitHub, Crossref, Hacker News, Wikipedia, private SearXNG, and URL-to-Markdown, with live health diagnostics and no telemetry. Exposes `web_search`, `read_url`, and `search_status`.

1 TypeScript Updated 7d ago Score 53
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 16d ago Score 53
MCP Server Active

hanoak/unsplash-mcp-server

Unsplash API server exposing 21 tools across photos, search, users, collections, topics, and stats. Ships Unsplash-guideline compliance built in — ready-to-use attribution with UTM parameters, a download-tracking tool, rate-limit surfacing, and `content_filter=high` by default. Install via `npx -y @hanoak/unsplash-mcp-server`.

1 TypeScript Updated today Score 53
MCP Server Active

Opedd/opedd-mcp

Licensed, rights-cleared content for AI agents — discover, purchase, verify, and retrieve expert analysis with a verifiable license key per article, on-chain proof, and EU AI Act Article 53 attestation. The alternative to unlicensed scraping for RAG and AI search. `npx opedd-mcp`

1 JavaScript Updated today Score 53
MCP Server Active

chefcohen/corroborate-mcp

Tells AI agents how independently a claim is being reported: syndication-aware source counting (a wire story reprinted by 40 outlets counts as one origin), 0-1 confidence scores, and published error rates in-repo. Measures corroboration, not truth — no stance detection. Keyless, no accounts. Install: `npx -y corroborate-mcp`.

1 JavaScript Updated 3d ago Score 53
MCP Server Active

kimdonghwi94/Web-Analyzer-MCP

Extracts clean web content for RAG and provides Q&A about web pages.

4 Python Updated 25d ago Score 52
MCP Server Stale

andybrandt/mcp-simple-arxiv

MCP for LLM to search and read papers from arXiv

200 Python Updated 5mo ago Score 51
MCP Server Stale

pranciskus/newsmcp

Real-time world news for AI agents — events clustered from hundreds of sources, classified by topic and geography, ranked by importance. Free, no API key. `npx -y @newsmcp/server`

65 TypeScript Updated 4mo ago Score 51
MCP Server Active

robbyczgw-cla/web-search-plus-mcp

Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). Available via `uvx web-search-plus-mcp`.

3 Python Updated today Score 51
MCP Server Official Maintained

VoxellInc/forge-mcp

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`

1 TypeScript Updated 2mo ago Score 51
MCP Server Stale

andybrandt/mcp-simple-pubmed

MCP to search and read medical / life sciences papers from PubMed.

170 Python Updated 4mo ago Score 50
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
MCP Server Active

boikot-xyz/boikot

Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.

8 HTML Updated today Score 50
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