Top MCP Servers

Provides a bridge that lets AI assistants manage MikroTik RouterOS devices through natural‑language commands, covering VLANs, DHCP, firewall, NAT, DNS, user accounts, backups, and more.

Install, manage, and run MCP servers in isolated containers, automatically configure popular AI coding assistants, and connect them to AI agents through a unified UI and CLI.

Connect AI agents to human intelligence via the Rapidata API, enabling real-time free‑text responses, image classification, image ranking, and text comparison from actual people.

Generates spoken audio from text, outputting MP3 files locally and optionally uploading them to Amazon S3.

Provides AI agents with Python‑native geospatial workflow capabilities, including raster and vector processing, while enforcing methodological justification through a reflection middleware and caching system.

Provides a CLI and MCP server that enables agents to reverse‑engineer applications down to the binary level, decompile code, understand feature behavior, and recreate implementations for new projects.

Enables AI assistants to perform web, news, and image searches through the Bing Search API, handling rate limiting and errors.

Provides Deepseek model's chain‑of‑thought reasoning to MCP‑enabled AI clients, supporting both OpenAI API mode and local Ollama mode.

Interact with Google Calendar to list, create, update, delete events and find free time slots via Claude.

Generate images from text prompts using the Z‑Image‑Turbo model via a command‑line interface, a modern web UI, or an MCP server, with automatic GPU acceleration for NVIDIA CUDA, Apple Silicon MPS, and AMD ROCm.

An AI‑first learning platform that equips users with a citation‑rich tutor, multi‑modal course authoring, spaced‑repetition reviews, and verifiable Open Badges, all powered by interchangeable LLM providers and a Model Context Protocol (MCP) server.

Provides programmatic access to Fantasy Premier League statistics, team information, gameweeks, and analysis tools via a Model Context Protocol server.

Enables AI agents to read, search, edit, fill forms, and generate HWPX documents directly via a Model Context Protocol server, running on pure Python across Windows, macOS, and Linux without requiring Hancom Word Processor.

Integrates the LLDB debugger with Claude's Model Context Protocol, enabling AI‑driven control and interaction with debugging sessions.

Enables large language models to manage and operate Heroku platform resources directly through the Heroku CLI, exposing a set of tools for app, dyno, add‑on, pipeline, database, and team operations.

Enables AI models to access, render, and extract clean, structured data from any website through a single API.

Enables AI‑driven automation of the PlayCanvas Editor using language‑model commands through an MCP server.

Enables Large Language Models to perform CRUD operations and browse data across multiple Nextcloud apps such as Notes, Calendar, Files (WebDAV), Contacts, Deck, and Tables.

Manages AFFiNE workspaces, documents, comments, version history, users, tokens, notifications, and blob storage via a Model Context Protocol server that communicates over stdio.

Enables LLMs to create, search, and filter Raindrop.io bookmarks through MCP, supporting operations such as adding new links, querying by tags, and organizing collections.

Create, manage, and publish X/Twitter posts directly through Claude chat.

Send emails with multiple recipients, support attachments, and search for files in a specified directory using secure SMTP via an MCP server.

Enables Claude and other MCP‑compatible interfaces to query a rich set of blockchain, crypto market, and web3 tools through the Heurist Mesh API, supporting both SSE and stdio transports.

Provides AI-powered financial research and analysis by integrating with the Octagon Market Intelligence API, enabling extraction of insights from public filings, earnings call transcripts, financial metrics, stock market data, and private market transactions within Claude Desktop and other popular MCP clients.

Enables AI assistants to perform PDF creation, editing, conversion, digital signing, OCR, redaction, and other document operations through the Nutrient DWS Processor API.

Provides real-time and historical stock market data through MCP endpoints for LLMs and agentic workflows, enabling seamless access to comprehensive financial information.

Provides an MCP server that connects Reaper projects to MCP clients, enabling queries about project contents via tools like find_reaper_projects and parse_reaper_project.

Provides a TypeScript SDK that bridges AI agents with DeFi protocols, offering a unified, secure interface for lending, borrowing, liquidity provision, and cross‑chain operations.

Integrates with Contentful's Content Management API and exposes CRUD, publishing, bulk, pagination, and comment‑threading capabilities through the Model Context Protocol.

Provides token-efficient access to OpenAPI (v3.0) and Swagger (v2.0) specifications via MCP Resources for client‑side exploration.

Provides the latest cryptocurrency news to AI agents via the CryptoPanic API.

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