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 2065-2112 of 3.1K MCP servers
Clear filtersby swannman
Search and analyze network packet captures using the Arkime full packet capture system.
by nuvotion-visuals
Web page to clean Markdown converter with zero runtime dependencies, deployable as an MCP server, HTTP API, or standalone browser app.
by bockybocky
MCP server providing access to academic research resources, enabling AI assistants to search and retrieve scholarly content.
by clayop
Search and retrieve regulations from 14 Korean universities that share a common regulation management system.
by dshein-alt
Browser-backed web search and content retrieval using Playwright, supporting DuckDuckGo, Google, and Yandex with SSRF protection.
by fusae
Local-first MCP memory server with semantic search, AES-256-GCM encryption, and optional Supabase cloud sync.
by justinritchie
Search AliExpress products, get shipping info, and manage cart operations.
by scrape-technology
MCP server exposing Abrasio's anti-detection browser automation SDK, with 15 tools for navigation, screenshots, and interaction in local or cloud modes.
by anubhav-77-dev
Orchestrates three specialized agents (web searcher, research analyst, and technical writer) using CrewAI to automate comprehensive information gathering and synthesis workflows that combine web data retrieval, analysis, and structured report generation.
by adnan-commits
AI-powered research engine that searches the web, processes PDFs, and synthesizes structured reports via MCP.
by aeon-seraph
Enables language models to perform web searches through SearXNG, a privacy-focused metasearch engine, with customizable parameters like categories, time ranges, and pagination.
by agntcy
MCP server for the agntcy OASF agent directory, enabling AI agents to create, validate, search, and manage agent records using the Open Agent Schema Framework.
by aimbitgmbh
Integrates with Kerio Connect groupware to manage emails, calendar events, contacts, tasks, and notes through natural language operations including search, batch processing, and folder organization.
by scmdr
Integrates with SourceSync.ai's knowledge management platform to enable semantic search, document management, and content ingestion from diverse sources for AI-driven knowledge retrieval and document analysis.
by daiduo2
Automates scientific research workflows by integrating arXiv and Google Scholar for paper discovery, employing collaborative AI analysis through Mixture of Agents approach to generate novel research hypotheses, comprehensive literature reviews, and complete paper drafts across multiple scientific domains.
by k4cper-g
Freight exchange integration for Trans.eu platform with offer search, load management, and XMPP messaging.
by divslingerx
Integrates with Google Search using Puppeteer to enable web searches and extract structured results for real-time information retrieval and fact-checking.
by mhrnmhrn
Dependency-free Python MCP server for Godot 4.5+ with comprehensive toolset covering project creation, scene management, node editing, script attachment, shader creation, runtime execution, and documentation search.
by pedrodnt
Enables deep web research through parallel multi-query execution, intelligent content extraction, and screenshot capture using TypeScript and Playwright for comprehensive information gathering across multiple sources.
by ellmos-ai
Filesystem, process management, sessions, search, OCR, ZIP, and PDF export tools.
by emersonmccuin-pixel
Knowledge graph for AI-assisted knowledge work with semantic search, graph traversal, and work context connectors.
by mathieugal
Connects AI assistants to technical documentation for popular libraries including LangChain, LlamaIndex, and OpenAI through targeted Google searches and content extraction.
by onurerdog4n
Automates tweeting, liking, retweeting, and replying on X (Twitter) across multiple accounts using Playwright browser automation.
by algonacci
Integrates with the GNews API to enable news search, headline retrieval, and topic-specific article fetching across multiple languages and countries
by almogqwinz
Integrates with Amadeus travel API to search flight offers with comprehensive filtering by airports, dates, passengers, travel class, airlines, and pricing constraints for travel planning and booking workflows.
by ashtonvaughan
Semantic browser automation runtime that translates web pages into structured models with dynamic tool registries, site memory, and self-healing execution.
by autopilotbrowser
Integrates with Autopilot Browser's workflow automation platform to search for and execute pre-built browser automation workflows with custom inputs for web scraping, data extraction, and automated browser tasks.
by champaya
Bridges AI systems with note.com's API for searching articles by keyword, retrieving detailed information, and listing user-specific content without context switching.
by chew-z
Enables internet research capabilities through Perplexity AI's API, retrieving up-to-date information with source citations while maintaining conversation context.
by chochinlu
Integrates with the Flickr API for photo search, album management, tagging, metadata updates, and group operations with OAuth authentication.
by odewahn
Connects to O'Reilly Media's content search API for discovering relevant books, articles, and technical resources with detailed metadata and filtering capabilities.
by chris-june
Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise across different specializations.
by proticom
Agent-first persistent memory and knowledge management using SQLite with Markdown safety net, dream consolidation, hybrid search, and Obsidian vault export.
by crmmc
Comprehensive browser automation through DrissionPage with 55 tools and full element caching.
by danielramosacosta
Integrates with NixOS search API to find configuration options and packages with detailed metadata including types, defaults, descriptions, versions, and maintainer information.
by subugoe
Explore open research datasets from OpenAlex, Crossref, ORCID, and DataCite on Google BigQuery.
by phenomenai-org
Looks up, searches, cites, rates, and discusses AI phenomenology terms from the Phenomenai dictionary.
by felixwu1110
Enables search, retrieval, and analysis of academic medical literature through the NCBI PubMed database with formatted citations and researcher publication statistics.
by francosbaffi
Automates Xiaohongshu (RedNote) photo note publishing using Playwright browser automation with session persistence and human-like typing.
by franciscpd
Reads, searches, sends, replies, forwards emails and manages Gmail labels via OAuth2.
by gauravfs-14
Academic literature search across arXiv and DBLP databases
by genealogy-mcp
Loads and queries local GEDCOM genealogy files for searching, browsing, and traversing family trees.
by bingshuoguo
Retrieves Google Scholar search results and author profiles via HTML scraping, exposing structured paper metadata as tools.
by hatchedland
Turns the NCERT/CBSE curriculum (Grades 7-12) into queryable infrastructure with semantic search, explanations, and question generation.
by nextonexus
Integrates with 163.com email accounts via IMAP and SMTP to read, search, send, and manage emails with attachments.
by nilesh32236
Go-based vector database MCP server with embedding storage, similarity search, and GoReleaser distribution.
by rishimule
Research assistant combining ArXiv search, PDF ingestion via DocLing, and semantic memory with ChromaDB.
by ttdonovan
Indexes and searches markdown knowledge bases using BM25 ranking algorithm, built in Rust.
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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