Browse 4,370 MCP Server Configurations

PDF extraction router that classifies each page and routes it to PyMuPDF, Docling, OCR or an LLM fallback, re-extracting pages with low confidence scores.

Deep research and batch task execution via Parallel.

mcp MCP server](https://glama.ai/mcp/servers/phpcip/opensolr-mcp/badges/score.svg)](https://glama.ai/mcp/servers/phpcip/opensolr-mcp) 🐍 ☁️ - Managed Apache Solr: hybrid BM25 and kNN plus semantic search, document ingestion with server-side embeddings, grounded RAG answers and index management.

tech/ocds-mcp MCP server](https://glama.ai/mcp/servers/qune-tech/ocds-mcp/badges/score.svg)](https://glama.ai/mcp/servers/qune-tech/ocds-mcp) 🦀 🏠 🐧 🍎 🪟 - German public procurement data (OCDS): semantic search, tender matching against company profiles and structured filtering.

Search and retrieve web crawler data from WARC, wget, Katana, SiteOne and InterroBot crawls.

collab/scout-mcp MCP server](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp/badges/score.svg)](https://glama.ai/mcp/servers/bartonguestier1725-collab/scout-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Parallel search across GitHub, npm, PyPI, arXiv, Semantic Scholar, Hacker News, Reddit, X, Dev.to, Hashnode, Qiita and Zenn with structured JSON output.

search/reflex MCP server](https://glama.ai/mcp/servers/reflex-search/reflex/badges/score.svg)](https://glama.ai/mcp/servers/reflex-search/reflex) 🦀 🏠 🍎 🪟 🐧 - Local, offline full-text code search for coding agents using a trigram index over large codebases.

Autonomous deep research with structured query elaboration and concise reporting.

Token-efficient web fetching for Japanese sites: outline-first disclosure, Shift_JIS and EUC-JP decoding, PDF and CSV extraction and polite crawling.

Manage Searchcraft clusters, create search indexes, generate an index from a data file and import data from a feed or local JSON file.

Domain availability checks, registrar price comparison and domain age lookups across many TLDs.

Search results from Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay and more via SerpApi, plus real-time weather and stock market data.

ShopSavvy product and price data: search by barcode, ASIN or URL, get product details, compare retailer prices and track price history.

marmiton MCP server](https://glama.ai/mcp/servers/smeet666/mcp-marmiton/badges/score.svg)](https://glama.ai/mcp/servers/smeet666/mcp-marmiton) 📇 ☁️ 🍎 🪟 🐧 - Search Marmiton recipes, read ingredients and steps, and rescale quantities to any number of servings.

ai-search-mcp MCP server](https://glama.ai/mcp/servers/shariqriazz/google-ai-search-mcp/badges/score.svg)](https://glama.ai/mcp/servers/shariqriazz/google-ai-search-mcp) 📇 ☁️ - Search, documentation retrieval, code analysis and architecture research powered by Google's Vertex AI or the Gemini API.

Multi-engine parallel web search with re-ranking that works within China's network without a proxy or VPN.

team/srezai-mcp MCP server](https://glama.ai/mcp/servers/srezai-team/srezai-mcp/badges/score.svg)](https://glama.ai/mcp/servers/srezai-team/srezai-mcp) 🎖️ 📇 ☁️ - Web and image search, page reading as Markdown, browser-rendered screenshots, schema-based extraction and deep research, with strong Russian web coverage.

Search and count job postings from 185 sources in 250 countries (~8M new per month) via Techmap's Jobs API; filters for title, skills, company, city, remote/hybrid, salary and posting date.

Data extraction with AgentQL.

Search via the Tavily AI search API.

Retrieve and process news from GeekNews.

Generate and manage screenshots, PDFs and videos, analyze screenshots with AI and extract web content as Markdown, metadata or HTML via the Urlbox API.

mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/Savirinc/unfragile-mcp-server) 📇 🏠 - Resolve an agent's intent to the right MCP server across registries, with an invocation-ready snippet and an Ed25519-signed trust passport.

Web data extraction and scraping via WebScraping.ai.