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 2113-2160 of 3.1K MCP servers
Clear filtersby ventz
Web-based GUI for connecting to MCP servers, browsing tools, resources, and prompts, and executing them from a browser.
by gsalami
Tracks AI's impact on the Swiss labor market through automated data collection from BFS statistics, news sources, and research publications, providing semantic search and trend analysis for employment patterns, industry disruption, and AI adoption across Switzerland's economic sectors.
by howardpen9
Searches Imgflip templates by description and generates shareable meme image URLs.
by hughedward
Wraps Vercel's agent-browser CLI for Playwright-based browser automation with 44 tools, token-efficient element referencing, and session persistence.
by h-yanagawa
Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.
by hyeonseo2
Retrieves economic statistics from the Bank of Korea ECOS system with time-series data, table search, and natural language query resolution.
by icedvodka
Pluggable RAG framework with hybrid search, reranking, multimodal image captioning, and Streamlit dashboard.
by jesusarcascarrera
Automated decompilation on decomp.me with browser bridge and parallel agent coordination.
by jeffaf
Automates academic paper discovery from arXiv with daily collection, relevance scoring, and summarization, providing personalized research feeds and reading status management for researchers.
by jottinger
Indexes Jekyll blog posts and drafts with keyword search, category filtering, and content retrieval to enable content analysis, duplicate detection, and AI-assisted writing workflows.
by khjohns
Norwegian public procurement decisions from KOFA with full-text search, semantic search, and case filtering.
by adi2355
Extracts structured cannabis strain data from Leafly.com using regex and extraction techniques to collect 66 data points including cannabinoids, terpenes, effects, and flavors for researchers and industry professionals.
by lib4u
Connects to an Open Notebook instance for managing notebooks, sources, notes, and chat sessions with vector and text search capabilities.
by zalab-inc
Integrates with Linear's issue tracking system to enable searching, creating, and updating issues, managing comments, and retrieving team information directly through conversation interfaces.
by luigisaetta
Integrates with Oracle Vector Store databases to enable semantic search over document collections using vector embeddings, with enterprise-grade JWT authentication and support for both standard retrieval and Deep Research workflows.
by lukewilson2002
Integrates with the Bear note-taking app for creating, reading, searching, and organizing notes and tags.
by menyoung
Exposes PaperQA2 functionality for reading, searching, and synthesizing across a local PDF library of scientific papers.
by mkusaka
Integrates with Perplexity AI's search capabilities to enable AI-powered web search queries using TypeScript and the OpenAI SDK.
by mriiot
Parses SysML XMI exports to enable querying of model structures, class relationships, inheritance hierarchies, and documentation through searchable indexes and navigation tools.
by muka
Integrates with the Serper API to perform web searches, enabling efficient retrieval and processing of up-to-date web content for applications.
by nosugarcoffee
Retrieves plain text content from YouMind crafts using unique IDs and browser session authentication.
by pim97
Bridges AI models with Scrappey's web automation platform, enabling browser session management, HTTP requests, and complex browser actions while automatically handling anti-bot protections and enhancing web content with CSS selectors for interactive elements.
by jigyasurajput
Serves personal resume data in multiple formats and fetches web content with automatic format conversion, validation tools, and content simplification for portfolio access and web research tasks.
by pyscout
Automates reverse engineering of chat interfaces through browser automation and network traffic analysis, capturing streaming API endpoints and providing browser control for analyzing chat APIs without official documentation.
by quantavil
Performs Google searches through a persistent Playwright browser daemon for sub-second response times.
by raccoonaihq
Enables web browsing, data extraction, and task automation through Raccoon's LAM API, allowing users to search websites, fill forms, navigate UI elements, and extract structured data based on defined schemas.
by radutopala
Aggregates tools from multiple MCP servers with TF-IDF semantic search for natural language tool discovery
by ralouta
Searches ArcGIS Online content and analyzes feature layers.
by raghu6798
Enables web scraping, internet searching, and local file interactions through Playwright, Firecrawl, and Tavily integrations for comprehensive content retrieval and manipulation.
by rklugsederoeaw
Search Austrian cultural heritage collections via the Kulturpool API
by richdavidmu
Indexes Hexo blog content using vector embeddings for semantic search, content discovery, and AI-powered writing assistance.
by saeronlab
Comprehensive KiCad 9.x integration with 39 tools for schematic editing, PCB layout, library search, design rule checking, and manufacturing file export.
by sethwebster
Documentation crawler that indexes websites into SQLite with full-text search, enabling AI agents to search, read, and expand on crawled content on demand.
by sgasser
Opens a local browser-based review window for editing, approving, or rejecting AI-generated drafts before they are sent to their destination.
by skudskud
Integrates with Uber Eats to enable automated menu searches and food order placements via browser interactions, streamlining the food discovery and ordering process.
by sirius-cc-wu
Read-only access to local markdown documentation with semantic search
by skaldlabs
Integrates with Skald Labs' knowledge base platform to enable AI-generated responses with inline citations, semantic search for memos, and automated content creation and indexing for research and documentation workflows.
by sociallayer-im
Integrates with the Social Layer (Sola) platform API to retrieve event details, search events by date ranges and keywords, fetch group information, user profiles, and venue data for event discovery and community management.
by rustomax
Integrates with Observe platform for performance monitoring through OPAL queries, dataset management, monitor configuration, and semantic search of troubleshooting runbooks to enable natural language root cause analysis and system reliability investigations.
by sreedeep-ss
Retrieves up-to-date documentation for Python libraries including LangChain, LlamaIndex, and OpenAI through targeted web searches and HTML content extraction.
by suqidan
Connects to Volcengine's knowledge base API for searching and retrieving organizational information with customizable search parameters and authentication via Volcengine credentials.
by c2mv96
Academic research engine with 26 sources, PDF analysis, and bilingual Spanish/English support.
by tailabs
Integrates with Milvus vector database to enable collection creation with custom schemas, vector similarity search with configurable metrics, data insertion with automatic type conversion, and index management for semantic search and recommendation systems.
by techies-v1
Combines ebook processing with OpenLibrary, Gutenberg, and Standard Ebooks discovery for metadata extraction, chapter conversion, and automated book search pipelines.
by tefuirnever
Comprehensive Playwright browser automation with lifecycle management, element interaction, network interception, and accessibility auditing.
by theoddbrick
GEO-optimized local business directory with structured search, pricing, and promotions.
by thuhoai27
Powerful file search tool that enables wildcard patterns, attribute filtering, and content searching across multiple directories, returning detailed file information including path, size, dates, and MIME type.
by tokezooo
Integrates with kinozal.tv Russian torrent tracker for search, torrent details retrieval, and file downloads through authenticated sessions.
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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