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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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25 results (<1ms) · data updated 2026-08-14

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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

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

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

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

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

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