Top MCP Servers

Fetches arXiv LaTeX sources and provides them via MCP for LLM clients to accurately interpret mathematical content in scientific papers.

Enables AI assistants and applications to query, retrieve, and transfer DICOM data from PACS, VNA, and other medical imaging systems.

Provides access to OpenAI's websearch capability through the Model Context Protocol, enabling AI assistants to retrieve up-to-date web information during conversations.

Fetch and explore cloud cost and usage data from a Vantage account using natural language through AI assistants and MCP clients.

Integrates SonarQube Server or Cloud to evaluate code quality, security issues, and code snippets directly within the agent context.

Provides access to Ragie's knowledge base retrieval capabilities via the Model Context Protocol, enabling AI models to query and obtain relevant information.

Provides a standardized Model Context Protocol interface to access over 20 NASA data sources, delivering AI‑friendly data formats while handling authentication, rate limiting, and request validation.

Enables Claude to discover and call any API endpoint via semantic search, chunking OpenAPI specifications and providing instant request execution for private APIs.

Transforms OpenAPI specifications into Model Context Protocol (MCP) tools and exposes the full suite of Twilio APIs for AI assistants and other MCP‑compatible services.

Converts any MCP server into a Claude Skill, achieving up to 90% context savings while keeping tool functionality external to the model.

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.

Compose AI agents, RAG pipelines, and MCP servers in a single declarative YAML file and run them locally, in containers, or in production without writing custom code.

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

A self‑hosted, single‑page dashboard that visualizes GPU usage, containers, systemd services, disks, and health across multiple hosts, with a built‑in read‑only MCP server enabling AI agents to query the same data.

Provides CLI tools for Jira issue management, worklogs, sprints, boards, and wiki markup via AI agent skills, supporting both Server/DC and Cloud deployments.

Enables Claude, Cursor, and other MCP‑compatible applications to generate images, videos, audio, text‑to‑speech, and 3‑D models through PiAPI’s extensive media creation models.

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.