Model Context Protocol directory
Search 25,015 MCP server records across 12 categories. Filter by deployment type and compare provenance, tools, compatibility, package activity, and GitHub traction before connecting a server to your AI workflow.
Showing 2401-2448 of 3.1K MCP servers
Clear filtersby lewpgs
Searches Migros Switzerland products, nutrition facts, store locations, and promotions via unofficial API.
by lovelts
Search, read, create, and update Feishu/Lark documents via OAuth.
by lyosu
Web and X/Twitter search through xAI's Grok API with remote HTTP support.
by marco-ostaska
Queries Dynatrace logs via DQL with polling support for long-running searches.
by markswendsen-code
Connector for Sweetgreen restaurant ordering with location search, menu browsing, order building, rewards, and checkout via Playwright browser automation.
by markswendsen-code
Search products, manage cart, and place quick delivery convenience store orders through the GoPuff platform.
by markswendsen-code
Enables food delivery ordering through Postmates with restaurant search, menu browsing, cart management, and order tracking via browser automation.
by mclo-seo
Extracts Google SERP AI Overview and People Also Ask data from search results.
by mentorzx
CRM system with semantic user search using SQLite and FAISS vector indexing.
by michieldorjee2
Community implementation of Microsoft Clarity analytics integration with natural language querying, session recordings, and documentation search.
by mmsge
Content access and search tools for the markus.plus website.
by nateshs
Persistent searchable agent memory using PostgreSQL and pgvector with hybrid semantic and keyword search.
by mytours
Manages museums and organizations through the ConFd API with tools for CRUD operations, search, filtering, and logo management.
by paleoterra
Local semantic memory and RAG system supporting PDFs, emails, chat exports, and vector search.
by paulthesecond
Hybrid search knowledge base combining full-text (FTS5) and vector similarity for document retrieval.
by owncloudharry
Controls the AIMP music player with playback, search, playlist management, and volume operations.
by quentincody
Searches and retrieves patent data from the PatentsView API.
by roylans
Searches the Remotolist candidate database using natural language queries to find tech talent.
by sipingme
Automate Xiaohongshu (RedNote) content creation and management using Playwright browser automation.
by smw355
Stateless multi-tenant HTTP server for Google Search Console with OAuth 2.1 authentication.
by sureiya
LinkedIn job search and messaging retrieval via Playwright browser automation.
by thesven
Manages audio recordings and tags through the HeyPocket public API with search, listing, and upload capabilities.
by yisca-git
Searches, analyzes, and interacts with study materials using keyword and similarity-based search with knowledge gap analysis.
by yogesh-joshi-0333
Puppeteer-based browser automation with anti-bot bypass and session persistence.
by yliang1994
Modular RAG framework with hybrid search, reranking, and multimodal processing.
by gsdktly
Read-only access to Loggly log management APIs for searching, analyzing, and querying cloud-based log data.
by guinnessnet
Korean pharmacy wholesale product search and inventory lookup.
by guymon92
Searches and browses products on KSP.co.il, one of Israel's largest electronics retailers.
by hamiltont
Searches the Handley Regional Library catalog for books, media, and resources with availability and location details.
by hgd-coder
Queries multiple web LLMs in parallel through browser automation without requiring API keys.
by kaufmanndigital
Exposes Neos CMS Content Repository for node CRUD, search, publishing, and asset management via HTTP transport.
by h-lu
Research paper management with semantic search and knowledge graphs.
by zoharbabin
[](https://glama.ai/mcp/servers/@zoharbabin/google-researcher-mcp) 📇 ☁️ 🏠 - Comprehensive research tools including Google Search (web, news, images), web scraping with JavaScript rendering, academic paper search (arXiv, PubMed, IEEE), patent search, and YouTube transcript extraction.
by pandonix
Read-only Evernote integration for searching and retrieving note content.
AI agent marketplace for searching, executing, chaining, and selling agents via MCP.
by htrunghuynh04
Multi-engine web search supporting Bing, DuckDuckGo, Baidu, Brave, Exa, and more without API keys.
by hwibalyu
Searches and retrieves Japanese corporate disclosure documents from the EDINET regulatory filing system.
by hwibalyu
Access Chinese stock market data including search, screening, quotes, and financial reports.
by hyeonjinyoon
Manages macOS Reminders via AppleScript and EventKit with list browsing, task creation, completion, and search.
Search MPs and Lords, fetch member profiles, synopses, and Westminster constituency information.
by iorlas
Remote MCP servers for Jackett torrent search, Transmission torrent management, and TMDB movie discovery.
by isaacgounton
Delivers real-time Brave Search results via Server-Sent Events (SSE), maintaining persistent connections for immediate display without polling requirements.
by priyanshu-ai-ml
Turns Instagram reels into a searchable knowledge base using transcription and semantic analysis.
Enables searching and retrieving scientific articles from bioRxiv through keyword-based queries, advanced parameter filtering, and DOI metadata access for efficient biological research workflows.
by jafforgehq
Integrates Google Analytics 4 and Google Search Console for unified SEO and traffic analysis with natural language querying.
by jasnell
Search and read web standards from WHATWG, IETF, W3C, MDN, Can I Use, WPT, Node.js, and TypeScript via remote Cloudflare Workers.
by jasonmakes801
Persistent knowledge graph on Cloudflare Workers with hybrid semantic and keyword search.
by jevy
Enables web browsing capabilities through a Playwright-powered browser with tools for Google searching, visiting webpages, and capturing screenshots while handling common challenges like consent dialogs and bot detection.
Selection checklist
Prefer an official publisher, traceable source repository, or established package. Similar names do not guarantee the same maintainer or security posture.
Read the exposed tool list and authentication requirements. A useful server may also be able to read files, access accounts, or perform irreversible writes.
Decide whether local control or cloud convenience matters more, then test compatibility with your client before using production credentials.
Quick answers
An MCP server exposes tools, resources, or prompts through the Model Context Protocol so a compatible AI client can work with external systems such as files, databases, developer tools, search services, and business applications.
Start with the capability you need, then check client compatibility, local versus cloud deployment, authentication requirements, source provenance, maintenance status, and the exact tools exposed. Prefer official or verifiable packages when sensitive data is involved.
Not automatically. MCP servers can receive credentials and perform actions on your behalf. Review the source, permissions, package ownership, network access, and tool definitions before connecting one to production data or an agent with write access.
Local servers run on your machine or infrastructure and can offer stronger data control, while cloud servers are usually faster to connect and maintain. The right choice depends on privacy, latency, authentication, and operational requirements.
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