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 1633-1680 of 3.1K MCP servers
Clear filtersby libragen
Build searchable documentation libraries that ground AI assistants in accurate information
by melaodoidao
Integrates with Data.gov to enable searching, retrieving, and accessing U.S. government datasets for data-driven analysis and research projects.
by zoharbabin
Google Search, web scraping, and multi-source research tools.
by askme765cs
Crawls and indexes technical documentation sites with multi-language support using jieba-wasm and Lunr.js for full-text search capabilities
by neno-is-ooo
Integrates with Openverse's Creative Commons image collection to search and retrieve openly-licensed images with detailed filtering options, attribution information, and specialized essay illustration features for finding relevant academic content.
by pdcolandrea
Search Mobbin's library of 600,000 app UI screens, user flows, and design patterns for inspiration and reference.
by salamentic
Leverages the fast-flights API to enable advanced flight search and travel planning capabilities, providing tools for searching one-way and round-trip flights, retrieving airport information, and generating travel recommendations.
by jacck
Integrates Google's OR-Tools to solve constraint satisfaction and optimization problems for decision-making in logistics and operations research.
by junmer
Integrates with the LottieFiles API to enable search and retrieval of animations by keywords, popular collections, and detailed information without leaving the conversation interface.
by mshk
Fetches, parses, and stores RSS feeds in a SQLite database, enabling seamless news and article retrieval for language models through filtering, searching, and Firecrawl-powered article access.
by serverless-dna
Enables AI to search and retrieve content from MkDocs documentation sites by leveraging existing Lunr.js indexes and converting HTML to markdown for seamless integration.
by vibeforge1111
X/Twitter integration with 70+ tools across research, engagement, publishing, social actions, lists, and DMs using permission-based profiles and rate limiting for safe automation ranging from read-only monitoring to full account management.
by zfinix
Integrates with the Central Bank of Nigeria API to fetch, search, and filter regulatory circulars and policy documents by date range and category, providing direct PDF access for compliance analysis and regulatory research.
by anuj0456
Integrates with arXiv's academic paper repository to enable searching, analyzing, and managing research papers with features like author searches, trend analysis, citation estimation, and multi-format export capabilities.
by wazionapps
Implements cognitive memory architecture for AI agents with persistent memory, semantic search, trust scoring, and metacognitive error prevention.
by evan7198
Direct memory access through PCILeech DMA hardware for debugging, reverse engineering, and security research
by jasondsmith72
Bridges Claude with the ConnectWise Manage API through a SQLite database built from API definitions, enabling natural language search, categorized navigation, and fast memory for efficient IT service ticket management and company information retrieval.
by rayyan9477
Integrates with LinkedIn to automate job searching, profile viewing, resume generation, and job applications with tailored resume and cover letter creation features.
by matipojo
Automates Shufersal supermarket shopping by converting recipe links into shopping lists, searching the product catalog with personalized results for logged-in users, and adding items directly to the cart through browser automation.
by zongmin-yu
Integrates literature management operations with knowledge graphs to enable flexible paper tracking, structured note-taking, and research trend analysis.
by cam10001110101
Leverage Ollama as your LLM, and Tavily or Perplexity to do your deep web research
by danvega
Lightweight Spring Boot server for retrieving and searching course details from Dan Vega's YouTube tutorials, providing easy access to educational content metadata.
by lstudlo
Academic research server integrating Google Scholar, OpenAlex, Crossref, and Semantic Scholar for federated paper search, PDF ingestion, citation management, and manuscript validation.
by nextstat
Converts ChatGPT conversation exports into searchable Markdown files with Tantivy-powered full-text search and three MCP tools for browsing, searching, and reading chat history.
by hqn21
Integrates with protocols.io platform to enable searching, retrieving, and managing scientific laboratory protocols with full CRUD operations for protocol collections, metadata, and step-by-step procedures.
by freestylefly
Integrates with China's 12306 railway system to search train tickets, check schedules, and retrieve route information across the Chinese railway network with real-time availability and pricing data.
by navisbio
Integrates with the AACT clinical trials database, enabling querying and analysis of large-scale trial data for research and healthcare applications.
by alvin0412
MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration.
by billster45
Bridges Claude Desktop with ChatGPT API, enabling direct access to standard ChatGPT interactions and web search-enabled queries with conversation continuity through response IDs.
by barrhawk
Self-healing E2E testing framework with tripartite architecture that automatically recovers from application changes and failures using browser automation, database validation, performance regression detection, and flaky test analysis.
by civilian7
MCP server for searching and analyzing NVIDIA's Korean demographic persona dataset with SQLite full-text search.
by btwiuse
Enables npm package searches via CLI, facilitating JavaScript library discovery and dependency management
by olostep
Integrates with Olostep's web scraping API to extract webpage content in markdown format, discover website URLs through search queries, and retrieve structured Google search results with country-specific routing and JavaScript rendering support.
by gologinapp
Manage your GoLogin browser profiles and automation directly through AI conversations. This MCP server connects to the GoLogin API, letting you create, configure, and control browser profiles using natural language.
by koundinya
Integrates with Zendesk to enable ticket retrieval, creation, updating, and searching directly from conversation interfaces for streamlined customer support workflows.
by quevin
Integrates with Day One Journal through CLI and database access to create, read, and search journal entries with attachments, location data, tags, and 'On This Day' functionality for automated journaling workflows and personal data analysis.
by rkirkendall
Integrates with Medplum's FHIR healthcare platform to enable creating, reading, updating, and searching healthcare resources including patients, practitioners, organizations, encounters, observations, medications, conditions, and episodes of care for electronic health records and clinical data management.
by 0xfreysa
Securely accesses Gmail through AWS Nitro enclaves, enabling email search, retrieval, and sending while protecting sensitive credentials
by yairwein
Monitors local document folders and maintains a searchable vector index using LanceDB and sentence transformers, enabling natural language queries across personal document collections with automatic file change detection and local LLM-powered summarization.
by larrystanley
Integrates with Heptabase backup files to enable searching, analyzing, and exporting visual knowledge graphs through automated backup processing, content search with filtering, whiteboard analysis, and multi-format export capabilities for researchers and knowledge workers.
by aaronsb
Integrates with Atlassian Confluence Cloud, enabling space management, page operations, content searching, and label handling for enhanced documentation and knowledge management workflows.
by livoras
Enhanced browser automation with stealth mode, persistent profiles, and intelligent HTML snapshot extraction that enables reliable web scraping, form filling, and multi-page management with semantic parsing and token optimization for production workflows.
by metehan777
Integrates with Google's AlsoAsked API to retrieve hierarchical "People Also Ask" question data for SEO research and content optimization with configurable language, region, depth, and freshness parameters.
by bmorphism
Integrates with Manifold Markets prediction markets, enabling market search, analysis, betting, and portfolio management with precise limit orders and advanced filtering.
by onurpolat05
Enables searching and retrieving n8n documentation, example workflows, and community forum content through a single tool that fetches relevant information with source URLs.
by gabrimatic
Integrates Brave Search API for real-time web information retrieval, dynamically categorizing queries to proactively fetch current events, weather, sports scores, and time-sensitive data with robust error handling.
by hendrickcastro
Connects to SQL Server databases through 10 specialized tools for table analysis, stored procedure inspection, data preview with filtering, column statistics, query execution, and database object search with support for multiple authentication methods and connection pooling.
by scrapezy
Integrates with the Scrapezy API to extract structured data from websites based on user-specified prompts, enabling flexible web scraping for data collection, content aggregation, and automated research tasks.
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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