Top MCP Servers

Manages GitHub projects with AI‑powered task generation, requirements traceability, and end‑to‑end workflow automation.

Provides access to Alpha Vantage stock market data via an MCP server, supporting stdio and HTTP streaming modes with optional OAuth 2.1 authentication.

Installs Model Context Protocol servers within Cursor IDE by providing a Git URL, npm package, or local directory, handling path resolution, schema detection, and configuration automatically.

Provides access to YouTrack functionality via Model Context Protocol, enabling issue creation, updates, searches, custom field handling, and attachment processing.

Provides a Model Context Protocol (MCP) server integration for Tinybird, enabling analytics agents to communicate with Tinybird's data platform.

Provides translation capabilities via a Model Context Protocol server, supporting language detection, context‑aware translations, and management of translation memories, all accessible through HTTP or STDIO interfaces.

Provides translation and rephrasing capabilities powered by the DeepL API via a Model Context Protocol server.

Enables AI-driven web and news searches with Tavily's API, offering tools for comprehensive queries, answer generation, and domain filtering for language models.

Interact with Airtable bases, tables, fields, and records through Claude Desktop or any MCP client, enabling programmatic creation, updating, and searching of Airtable data.

Acts as a bridge between Arduino/ESP32 hardware and AI models, enabling AI-driven control of LEDs, buzzers, motors, servos, fans, relays, and sensors through the Model Context Protocol.

Enables AI‑powered interactions with CircleCI via the Model Context Protocol, allowing natural‑language commands to list projects, retrieve logs, trigger pipelines, and perform other CI/CD operations.

Queries multiple Ollama models, combines their perspectives, and synthesizes a comprehensive answer for a single question, enabling a council‑of‑advisors style interaction.

Retrieve PDF documents and other S3 objects through Model Context Protocol resources, enabling LLMs to pull data directly from AWS S3 buckets.

Provides a Model Context Protocol server exposing read‑only VictoriaMetrics APIs, enabling seamless monitoring, observability, and automation through AI‑driven assistants.

Provides zero‑config, AI‑managed end‑to‑end testing and live session monitoring for web applications.

A bridge that connects Keboola projects with AI agents, exposing storage, component configurations, SQL transformations, job execution, workflow orchestration, and Data Apps through the Model Context Protocol.

A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

Provides a Model Context Protocol server that wraps the Discogs API, enabling music catalog operations, search, and collection management through MCP clients.

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.

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.

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

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.