MCP Server Directory

Academic research server integrating Google Scholar, OpenAlex, Crossref, and Semantic Scholar for federated paper search, PDF ingestion, citation management, and manuscript validation.

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.

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.

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.

Integrates with the AACT clinical trials database, enabling querying and analysis of large-scale trial data for research and healthcare applications.

MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration.

Bridges Claude Desktop with ChatGPT API, enabling direct access to standard ChatGPT interactions and web search-enabled queries with conversation continuity through response IDs.

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.

MCP server for searching and analyzing NVIDIA's Korean demographic persona dataset with SQLite full-text search.

Enables npm package searches via CLI, facilitating JavaScript library discovery and dependency management

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.

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.

Integrates with Zendesk to enable ticket retrieval, creation, updating, and searching directly from conversation interfaces for streamlined customer support workflows.

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.

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.

Securely accesses Gmail through AWS Nitro enclaves, enabling email search, retrieval, and sending while protecting sensitive credentials

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.

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.

Integrates with Atlassian Confluence Cloud, enabling space management, page operations, content searching, and label handling for enhanced documentation and knowledge management workflows.

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.

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.

Integrates with Manifold Markets prediction markets, enabling market search, analysis, betting, and portfolio management with precise limit orders and advanced filtering.

Enables searching and retrieving n8n documentation, example workflows, and community forum content through a single tool that fetches relevant information with source URLs.

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.

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.

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.

Transforms workspace documents into a searchable vector database using LanceDB and FastEmbed with hybrid search, version-aware ranking, and cross-session memory persistence.

Local macOS activity tracker that captures app usage, screenshots, and browser URLs to build a searchable daily commonplace book.

Lightweight Zotero integration providing BM25-ranked search, collection browsing, item lookup, and paper ingestion by arXiv ID or DOI with automatic PDF attachment.

Creates, manages, and debugs Quarkus applications with lifecycle control, extension skills, and semantic documentation search.

Ultra-light memory system with hybrid BM25 and vector search, HNSW indexing, Late Chunking, and TTL support using SQLite with no external dependencies.

Enables access to public government datasets from Socrata-powered portals through a unified tool for searching, querying, and analyzing data like budgets, crime statistics, and transportation information without requiring an API key.

Integrates with Magic: The Gathering resources to enable deck management, card drawing, hand manipulation, and Scryfall API searches for comprehensive card information retrieval and game simulation.

Search jobs, analyze salaries, and research employers across 12 countries via the Adzuna API.

Extends Goose AI assistant with five specialized servers for Plex Media Server interaction, Rotten Tomatoes scraping, eBay sales data retrieval, SearxNG web searches, and Taskwarrior task management.

Connects to Deutsche Bahn timetable API for retrieving real-time railway information, planned schedules, recent changes, and station searches across Germany's rail network.

Integrates with CiteAs and Google Scholar to retrieve BibTeX-formatted citation data using DOIs, URLs, or keywords for seamless research citation workflows.

Multi-layered sandbox that combines Google search, web content parsing, and ArXiv paper processing with configurable LLM backends for comprehensive web research and academic document analysis.

Bridges to the IMDb API for searching movies and TV shows, retrieving detailed information about titles, and accessing curated lists like top-rated films or upcoming releases.

Documentation search and component usage guidance for Vaadin Java and React applications

Integrates with Apple's native productivity apps (Notes, Reminders, Calendar) on macOS to create, search, and manage personal information while maintaining conversational context through a persistent memory system that tracks activities and relationship continuity.

Integrates with Speckle to enable querying and analyzing 3D design and AEC project data, including listing projects, retrieving details, searching by name or description, and accessing model versions for architecture, engineering, and construction professionals.

Integrates with PubMed's biomedical literature database to search academic papers, retrieve detailed metadata and abstracts, generate formatted citations in multiple styles, and track citation metrics for research and literature review workflows.

Bridges IDA Pro's reverse engineering capabilities with language models through a multi-session architecture that enables concurrent binary analysis across isolated processes for malware analysis and vulnerability research workflows.

Integrates with Reactome's curated biological pathway database to search pathways by keywords, genes, or diseases, retrieve detailed pathway information and biochemical reactions, explore pathway hierarchies, and analyze protein interactions for systems biology research and drug discovery workflows.