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 2161-2208 of 3.1K MCP servers
Clear filtersby tripcreighton
Privacy-focused web search using local SearXNG with BM25 scoring to extract relevant content snippets from web pages.
by twn39
Automates Xiaohongshu (RedNote) interactions through browser automation for searching posts, extracting content, and analyzing trends.
by vishwajeetdabholkar
Extracts clean markdown content from web pages using headless Chrome browser, filtering out navigation and advertisements while handling JavaScript-heavy sites.
by yugui923
Saves and manages conversation threads to local files or remote servers with Markdown and JSON output formats, featuring thread management operations, intelligent search with relevance scoring, and deduplication for message updates.
by ztxtxwd
Searches and retrieves Feishu (Lark) Open Platform API documentation with automatic HTML-to-markdown conversion for improved readability.
by zutrix-technologies
SEO platform integration for rank tracking, keyword research, competitor analysis, backlink monitoring, and site audits.
by diamond-it-615
Enables browser automation through a WebSocket-connected browser extension, providing tools for extracting page content as markdown, injecting custom CSS styles, retrieving URLs, and searching browser history for web scraping, testing, and content analysis workflows.
by olamide-olaniyan
Integrates with SociaVault API to retrieve profile information and content from Instagram, TikTok, Twitter/X, Threads, YouTube, Facebook, and Reddit for social media analysis, content research, and influencer monitoring.
by fewsats
Enables AI to search, purchase, and manage internet domains through Sherlock Domains API, handling authentication, ICANN requirements, and DNS configuration behind the scenes.
by csevero
Integrates with ClickUp's REST API to retrieve task details including name, description, and attachments by searching with custom task IDs for quick project management lookups.
by aiwithhassan
Combines web search through Serper API with Groq's language models to intelligently extract and structure clean, readable content from documentation sites for popular libraries like LangChain, LlamaIndex, OpenAI, and UV package manager.
by shareed2k
Search service instances across GCP, AWS, Kubernetes, Consul, and Proxmox.
by thisisbhanuj
Integrates with Snowflake's Cortex AI services to convert natural language queries into SQL using semantic models, search PDF documents stored in Snowflake stages, and execute queries against data warehouses for conversational data exploration.
by jwaldor
Integrates Puppeteer-based browser automation for web scraping, testing, and AI model interaction with live web content.
by croakingtoad
Crawls and indexes documentation websites using Jina AI Reader API and Crawl4AI for intelligent content extraction, automatically discovering URLs through sitemaps and recursive crawling, then chunks and embeds the content into Supabase with pgvector for semantic search and retrieval-augmented generation workflows.
by dmontgomery40
Integrates BirdNET-Pi and eBird APIs to enable cross-referencing bird detection data with observation records for ecological research and bird watching insights.
by cristip73
Integrates with Asana's API to enable task management, project organization, and collaboration workflows through 30+ tools for searching, creating, and visualizing projects and tasks.
by domoteek
Integrates with Airbnb's search and listing details functionality to enable vacation rental discovery and analysis with filters for location, dates, guests, amenities, and pricing
by flow-product
Integrates with Search1API to enable web searches, website crawling, and content extraction with configurable parameters, featuring specialized tools for image search and integration with Coze AI for generating structured research plans.
by agent-lilith
Privacy-aware Gmail integration that syncs to PostgreSQL with PII sanitization, semantic search, and configurable redaction levels.
by ai-firelab
Bridges browser automation through PinchTab's accessibility-tree snapshots and element references for web navigation, form filling, clicking, scrolling, and screenshot capture.
by eat-pray-ai
🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation
Court-grounded Chapter 11 bankruptcy research over hosted remote MCP.
by brianvia
Search products, manage carts, and analyze purchase history from Wegmans grocery stores.
Search podcast transcripts, speakers, and entities across 250K+ shows with audio intelligence.
by browserbase
🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
by janmanuelwinkler
Access Swiss federal law via the Fedlex platform with SPARQL-powered search and full text retrieval.
by oliver-virt
Search train schedules, find stations, and check disruptions across European rail networks.
by louis030195
📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.
by devalexandre
Enables AI assistants to control headless browsers for web automation tasks including navigation, screenshot capture, element interaction, and dynamic page information access.
by l4b4r4b4b4
Enables research workflows with paper ingestion, semantic search, citation graph traversal, and knowledge synthesis.
by janschachtschabel
Search German open educational resources from WirLernenOnline.de.
by kineticdirt
Lexical retrieval server using BDH chunk graphs with multi-iteration storage and four-tool retrieval ladder.
by boldsign
📇 ☁️ - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
by q2a3z4w
Manage subscriptions, downloads, and media search in MoviePilot.
by blazickjp
☁️ 🐍 - Search ArXiv research papers
by jongwon
Generate structured reports with web research, charts, and document export.
by frannuca
Log file analysis with pattern detection, semantic search, and LLM-powered summaries.
by usama-dtc
Integrates with Salesforce to enable querying records, managing custom objects/fields, executing DML operations, and handling complex SOSL searches using TypeScript and JSForce
by vish150988
Searches Dice.com job listings with filters for keywords, location, salary range, and employment type.
Deploy live widgets (sims) to any screen with a browser.
by valmo-sarl
Searches and retrieves classified ads from Joomil.ch, Switzerland's French-speaking marketplace with over 45,000 active listings.
by browsermcp
📇 🏠 - Automate your local Chrome browser
by blackwhite084
🐍 - An MCP python server using Playwright for browser automation,more suitable for llm
by rodmachen
Reads and writes markdown notes stored on iCloud Drive with configurable directory access and full-text search.
by overthelex
Email management through Thunderbird with send, read, search, and folder operations.
Searches Blu-ray and 4K UHD movies, featured titles, and detailed film information from a German catalog.
by HatmanStack
🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).
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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