Top MCP Servers

Provides natural‑language access to the Rijksmuseum collection, enabling exploration, analysis, and retrieval of artwork details and high‑resolution images.

Provides a production‑ready foundation for building custom Model Context Protocol servers in TypeScript, featuring IP geolocation tools, a full CLI, dual STDIO/HTTP transports, TOON output format, JMESPath filtering, and an extensible 5‑layer architecture.

Provides a Model Context Protocol server that enables AI assistants to manage Attio CRM data—companies, people, deals, tasks, lists, notes, and records—through natural‑language commands without writing raw API calls.

Directly fetch HeroUI component documentation, usage examples, source code, and design tokens for both web (React) and React Native environments, enabling AI assistants and developers to browse up‑to‑date design system data.

Enables interaction with the Datadog API through a Model Context Protocol server, providing access to monitors, dashboards, metrics, logs, events, and incident data.

Provides an MCP endpoint and a Next.js web UI for querying S&P 500 company fundamentals, news sentiment, executive officers, and SEC filings stored in Supabase.

Provides a set of MCP tools for sending, testing, and managing emails through Mailtrap, including transactional sends, sandbox previews, template handling, statistics, and domain management.

Enables AI agents to search, read, and extract content from large PDFs without overflowing their context windows, supporting keyword and semantic search, OCR, table and image extraction, and correct reading order for multi‑column and CJK layouts.

Provides a Model Context Protocol (MCP) server that enables AI agents to query Grafana Loki log data via stdin/stdout or Server‑Sent Events, supporting both local binary execution and containerized deployment.

Provides a unified mono‑repo of Python utilities, LangChain integration, MCP server, and experimental migration agents to build AI‑driven graph applications on Memgraph.

Provides automatic security vulnerability remediation for code via a command‑line interface and an MCP server, leveraging findings from popular SAST tools such as Checkmarx, CodeQL, Fortify, and Snyk.

Enables AI assistants to interact with Outline documentation services, providing search, reading, editing, comment management, and document creation through a Model Context Protocol server.

Enables AI agents to query Axiom data using Axiom Processing Language (APL) through a set of Model Context Protocol tools.

Fetches HTML or markdown from bot‑protected websites, delivering plain‑text content that AI assistants can process.

Interact with Optuna APIs through Model Context Protocol, providing primitive functions for study management, trial suggestion, result reporting, visualizations, and a web dashboard.

Delivers a catalog of 172 expert marketing methodology skills as structured MCP‑compatible modules, enabling AI agents like Claude to perform high‑level marketing, sales, and growth tasks.

Enables Claude Desktop to perform Neo4j graph database operations using natural language commands.

Enables AI models to create, modify, and execute tools at runtime while maintaining safety through sandboxing, code validation, and comprehensive journaling.

Generate natural speech, translate and dub videos, clone voices, remove hardcoded subtitles, and extract subtitles using powerful AI APIs.

Provides a Model Context Protocol interface for managing MariaDB databases and performing embedding‑based vector search, enabling AI‑driven data workflows with both relational and semantic queries.

Creates flashcards from chat notes or PDFs via the Model Context Protocol, interfacing with the Rember API.

A CLI‑first knowledge layer that gives AI persistent memory of project context, enabling tasks, linked documentation, and built‑in time tracking while keeping everything version‑controlled in a local .knowns folder.

Automated web accessibility auditing and browser automation powered by Playwright and axe‑core, exposed through an MCP server so LLMs can inspect, interact with, and report on web pages.

Provides open‑access Swiss court decisions, legislation, and a 10 M‑edge citation graph through an MCP server, enabling AI agents, developers, and researchers to query, search, and analyze legal data without sign‑up or API keys.

Build MCP‑compliant servers, clients, and interactive apps in TypeScript, handling protocol plumbing and providing utilities for tools, resources, prompts, middleware, and UI components.

Enables seamless interaction with NocoDB databases using natural language commands to perform CRUD operations, column management, bulk actions, and file‑based table creation.

Provides API access to Codacy's repository, file, quality, coverage, and security analysis, exposing a suite of tools for automated code review and metrics retrieval via an MCP server.

A Model Context Protocol server that lets AI assistants interact with OpenSearch clusters to perform searches, retrieve mappings, manage shards, and execute a wide range of cluster‑level operations via stdio or streaming transports.

A Rust‑based command‑line utility that discovers and documents MCP Server capabilities, with flexible output formats including terminal, Markdown, HTML, plain text, JSON, or custom Handlebars templates.

Provides movie data, search, trending lists, and recommendations by integrating the TMDB API.

Provides Gmail read and send capabilities via MCP without requiring local credential files, supporting headless and containerized operation.

Enables AI assistants to control and query local web browsers through an MCP server paired with a companion browser extension.