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 1969-2016 of 3.1K MCP servers
Clear filtersby rafegal
Multi-agent customer service system for health and wellness retail that coordinates specialized agents for general customer service, sales transactions, and body care advice through hierarchical architecture with integrated search functionality.
by wbopan
Searches arXiv papers by title, author, or query terms and extracts full paper content as structured Markdown with proper handling of mathematical equations, figures, tables, citations, and references.
by wrediam
Connects AI systems to Qdrant vector database for semantic search capabilities through multiple embedding services, enabling efficient document management and similarity searches without leaving the conversation interface.
by xu-xiang
Automatically extracts API keys from Inkeep-powered documentation sites and queries their embedded search functionality without manual configuration.
by yutakobayashidev
Extracts and processes web page content into clean, readable markdown format for research and information gathering
by zahhar
Searches the Swiss Central Business Name Index (Zefix) for company information, legal details, and change history.
by zhangzhongnan928
Integrates with Warpcast to enable posting, reading, searching, and managing interactions on the Farcaster social network for automated content curation and trend analysis.
by roboz0r
Browse the actual API surface of NuGet packages in .NET projects to prevent hallucinated APIs and surface real type definitions.
by agents100x
Conversational access to ClinicalTrials.gov with 5 tools for searching, comparing, and retrieving clinical trial data.
by ronamosa
Manage ProtonMail through Proton Bridge SMTP with 12 tools for sending, reading, searching, and organizing encrypted email.
by alangreyjoy
Simplifies API access by transforming complex OpenAPI/Swagger specifications into just four strategic tools for endpoint discovery, information retrieval, search, and authenticated request execution
by shenyimings
Transforms long-form documents into hierarchical tree structures with navigable sections, enabling systematic reading, outline generation, content search, and contextual navigation through parent-child-sibling relationships for comprehensive document analysis workflows.
by spences10
Integrates DuckDuckGo search capabilities with customizable parameters for web-based information retrieval.
by amankale376
Combines Google Custom Search, Apollo.io, and Proxycurl APIs with OpenAI-powered query generation to systematically discover LinkedIn profiles, extract detailed professional data including contact information, and build enriched databases for lead generation, recruitment research, and market analysis.
by underratedf00l
Persistent cross-session memory with hybrid keyword and semantic search using local embeddings and SQLite.
by geekmai90
Manage Remio notes and knowledge base with 8 tools for search, content reading, creation, updates, and RAG queries.
by usamaaa824
Searches Pakistani real estate listings across Lahore, Karachi, Islamabad, and Rawalpindi with 5 tools for property search, budget filtering, and market statistics.
by vektor-memory
Local-first persistent memory MCP server for AI agents with semantic search, graph retrieval, and autonomous memory compression.
by ryanthegentry
Search 15,000+ paid API endpoints across L402, x402, and MPP protocols with real-time health monitoring.
by aimbitgmbh
Connects to Trilium Notes through its ETAPI for creating, editing, and searching notes, managing hierarchical relationships, adding metadata, and organizing content with calendar-based structures.
by akr4
Integrates with Apple Music API to enable song searching and playback link generation for music discovery applications
by jkingsman
Enables access to QAnon drops for sociological research.
by shivamsharmxa
Obsidian vault access with CRUD operations, full-text fuzzy search, backlink resolution, and daily note creation.
by joshuavial
Manages multiple named browser instances with support for Chromium and stealth Camoufox browsers, providing session management, navigation, screenshot capture with automatic LLM-optimized resizing, content extraction with semantic structure preservation, and interactive operations for web automation, scraping, testing, and research.
by doomdagadiggiedahdah
Bridges AI models with the IACR Cryptology ePrint Archive, enabling efficient extraction and analysis of cryptographic research papers.
by bbekshr
Enables discovery, evaluation, and comparison of 17,000+ MCP servers from the MCPpedia catalog with integrated security scoring.
by kumbukum
Hosted MCP server providing persistent memory across AI tools with semantic search and US/EU data center options.
by c3ptv3
Integrates with Grafana Tempo for distributed tracing analysis, enabling conversational access to trace searches and detailed trace information for debugging microservices and investigating performance bottlenecks.
by vozec
Search CVEs, exploits, PoCs, attack surfaces, writeups, and recon data across 15+ sources.
by hereisswapnil
Searches academic literature across Semantic Scholar, PubMed, and arXiv with citation graph traversal and author lookup.
by hhw67865
Integrates with TripAdvisor's API to enable vacation planning, destination exploration, and informed decision-making about accommodations and activities through location searches, nearby discovery, and interactive itinerary creation.
by higebu
Search, browse, and cross-reference 3GPP telecommunications specifications stored in a local SQLite database.
by mendix
Search 4,000+ Mendix documentation pages using full-text SQLite indexing.
by alexgarabt
Autonomous penetration testing server that performs network reconnaissance with nmap scanning and vulnerability discovery through searchsploit, automatically generating security assessment reports for automated security auditing workflows.
by alisoroushmd
Hybrid local and web API access to Zotero reference libraries for academic research workflows.
by amaansyed27
Access and search Gemini API documentation directly from MCP-compatible AI assistants.
by amoghmanral
Visual feedback on frontend apps through automated browser testing with screenshot capture, visual diff, and DOM inspection.
by aojiaoxiaolinlin
Semantic search for Bevy game engine documentation using vector embeddings and Milvus database.
by behole
Integrates with Cooper Hewitt Museum's collection API to enable searching and retrieving detailed information about artifacts for art research and cultural analysis.
by recepgocmen
Integrates with Blue Perfumery's product catalog to enable perfume discovery, search, filtering by category, and purchase link generation for conversational commerce applications.
by captainchaozi
Detects search intent for SEO-related workflows.
by courtneyr-dev
Integrates with WordPress.org Trac instances across Core, Meta, Plugins, Themes, bbPress, BuddyPress, and GlotPress to search tickets, retrieve detailed information with comments, access changeset diffs, monitor timeline activity, and query metadata.
by dasein108
Integrates with the Cyber blockchain network to create semantic connections between IPFS content through cyberlinks, search the decentralized knowledge graph, and retrieve content for building censorship-resistant web applications.
by devload
Analyze WhaTap APM, browser, and infrastructure metrics through MXQL queries with secure session management
by feitangyuan
Access X (Twitter) via a local browser session to read timelines and search discussions without API credentials.
by fortnightly-devs
Automated web monitoring system that executes paid search tasks at scheduled intervals, detects genuine changes using duplicate detection, and sends email notifications when new results are found.
by andri-setiawan
Search academic papers from Scopus database with citation analysis and author profiles.
by chartrambiz
Versatile tool server designed for llama.cpp webui integration with file management, web search, and system utilities.
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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