MCP Servers List

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.

Integrates with Atlassian Confluence to enable direct retrieval, searching, creation, and updating of wiki pages without switching contexts.

Enables discovery and intelligent routing of user requests to the most appropriate MCP servers through metadata-based search capabilities, eliminating the need to know specific server connections.

Integrates with JetBrains TeamCity for complete CI/CD pipeline management, enabling build triggering, cancellation, pinning, artifact downloads, tag management, and advanced build search with status, branch, and date filtering.

Connects LLMs to academic research sources for semantic paper searches and detailed information retrieval from arXiv and Hugging Face, enabling literature reviews and research exploration

Integrates with Overseerr media management instances to enable automated media search, request submission with quality profiles, and request approval workflows for Plex and Jellyfin environments.

Integrates with Kibela knowledge bases to enable searching, reading, creating, and updating notes directly within conversation interfaces, providing seamless access to organizational documentation.

Maintains structured markdown documents as living memory for focused projects, enabling systematic organization, search, and updates of accumulated context across multiple conversations.

Search through FRC documentation for WPILib, REV, CTRE, Redux, and PhotonVision using natural language questions.

Enables AI to manage put.io file transfers by listing, adding, canceling, and retrieving browser links for downloads through a simple authentication-based interface.

Bridges Anybox bookmark manager's HTTP API to enable searching bookmarks by keyword, tag, folder, or starred status, retrieving organizational metadata, and saving new bookmarks with comments, tags, and folder assignments for research organization and automated link management workflows.

Expose typed web-app actions to AI agents via MCP over WebSocket without DOM scraping or browser automation.

Integrates with Playwright and Deno to enable browser automation for web navigation, interaction, and data extraction tasks.

Enables natural language interaction with OpenSearch clusters for index operations, document searches, and cluster management without requiring complex query syntax.

Leverages Playwright and BeautifulSoup to enable robust web scraping and content extraction, converting complex JavaScript-heavy web pages into high-quality Markdown with browser automation capabilities.

Integrates with package repositories including PyPI, npm, crates.io, Docker Hub, and Terraform Registry to search and retrieve detailed information about packages, versions, dependencies, and Docker images.

Integrates with SAP Commerce Cloud (Hybris) for product catalog management, order processing, FlexibleSearch queries, Groovy script execution, ImpEx operations, cron job management, cache operations, and catalog synchronization.

Integrates with Payload CMS instances through REST API operations to create, search, and update content across collections with full localization support, complex MongoDB-like queries, relationship population, and automatic JWT authentication including browser-based login flows.

Integrates with Unsplash's image search API to enable keyword-based photo discovery with filtering by pagination, sorting, color, and orientation parameters for seamless image incorporation into projects.

Integrates with Cloudflare's Browser Rendering API to enable web scraping and screenshot capture using Puppeteer for dynamic content processing and automated visual testing.

Integrates with Perplexity's sonar-deep-research model to enable web searches with citation support and optional recency filtering for up-to-date information retrieval.

Integrates with Korean Open Data Portal APIs through a three-step workflow that searches for APIs by keywords, retrieves detailed documentation, and executes calls with automatic service key injection for accessing government datasets and building data analysis applications.

Integrates with Meilisearch to enable advanced search operations, index and document management, and customizable search functionality with features like faceted search and custom ranking.

Integrates with a headless browser to perform Google searches and extract web content, enabling local web search capabilities for up-to-date information retrieval and research tasks.

Connects to the French government's API Recherche Entreprises to retrieve detailed business information including names, addresses, directors, and sector data based on search queries.

Integrates with Google Programmable Search Engine to enable web search capabilities with support for pagination, result size, language restrictions, and safe search filtering

Integrates with Chrome on macOS to retrieve and manage browser tab information using AppleScript.

Search and book flights via Kiwi.com

Bridges Claude with Meilisearch's hybrid search capabilities, enabling adjustable semantic-to-keyword ratio searches with customizable document filtering for precise information retrieval.

Integrates Smartsheet for healthcare analytics, enabling efficient data management and analysis in clinical research and hospital operations.