Top MCP Servers

Provides a standardized API to interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.

Provides a bridge between Contrast vulnerability data and AI agents, allowing automated remediation of code issues and third‑party library updates through LLM prompts.

Provides tools for AI models to search, retrieve details, check availability, and book camping and outdoor recreation places.

Provides clients such as Cursor, Claude Desktop, and OpenAI agents with capabilities to localize speech, convert text to audio, and infill voice clips via Cartesia's API.

Provides an interface for developers to interact with CB Insights ChatCBI LLM through AI agents.

Enables AI models to query and manipulate GROWI wiki content, providing page search, creation, tagging, comments, revisions, and share‑link management through the Model Context Protocol.

Enables AI agents to invoke Liveblocks REST API endpoints for creating, modifying, and deleting rooms, threads, comments, notifications, and provides read‑only access to Storage and Yjs data structures.

Interact with put.io to list active transfers, add new ones via URL or magnet link, cancel transfers, and retrieve browser links for completed downloads using Model Context Protocol.

Wraps the Riza API to expose endpoints as individual tools for LLMs, enabling creation, execution, editing, and management of code tools within a secure isolated interpreter.

Provides access to VS Code and Cursor local history through the Model Context Protocol, enabling AI assistants to retrieve, search, and restore file snapshots for data recovery and enhanced context awareness.

Transforms natural language prompts into executable discrete-event and system dynamics simulation models, enabling LLMs to create, validate, and run simulations via a Model Context Protocol server.

Provides programmatic access for AI assistants to query and manage Prometheus Alertmanager resources, supporting authentication, multi‑tenant handling, and pagination to fit LLM context limits.

Provides AI‑enhanced analysis of NPM packages, delivering version history, dependency mapping, security vulnerability scanning, size metrics, and quality scores through the Model Context Protocol.

Creates and manages Model Context Protocol servers for Claude Desktop, providing commands to generate, update, register, and install dependencies for custom MCP servers via a simple CLI interface.

Provides a universal interface for AI agents to access AnalyticDB PostgreSQL, enabling metadata retrieval, SQL execution, graphRAG operations, and LLM memory management.

Provides a Model Context Protocol server that enables executing full MATLAB scripts or individual sections, preserving workspace state, capturing plots, and interfacing with Cline or other MCP‑compatible clients.

Provides secure access to Oura Ring health metrics via the Model Controller Protocol, enabling AI assistants to fetch, analyze, and visualize personal wellness data.

Connect AI agents to the Paradex trading platform, retrieve market data, manage accounts, and execute trades seamlessly with automated tools and real-time insights.

Enables exploration of KurrentDB data by reading, writing, and creating projections through a simple MCP server interface.

Provides evaluation capabilities for LLM assistants and agents by exposing Root Signals evaluators through the Model Context Protocol, enabling automated quality assessment of AI-generated responses.

Provides access to Formula 1 data—including race results, driver information, lap times, telemetry, and circuit details—through a Model Context Protocol server powered by the FastF1 library.

Enables Claude Desktop to communicate with Adfin services for tasks such as credit control checks, invoice creation, and bulk invoice uploads via a Model Context Protocol server.

Provides an experimental MCP server that connects libvirt virtual machine management with AI models via Ollama, allowing AI-driven control and automation of VMs.

Equips AI agents with standardized tools to query, index, and manage data in OpenSearch, enabling seamless integration of search capabilities into AI-driven applications.

Expose IMAP operations as tools for AI assistants, enabling draft email creation and other email interactions via the Model Context Protocol.

Provides tools for uploading images and videos to Cloudinary through Claude Desktop and compatible MCP clients.

Enables Claude Desktop App to control Figma via MCP and WebSocket, offering a set of tools for document inspection, shape creation, styling, and component management.

Provides access to Linux man pages via a Model Context Protocol (MCP) server, enabling AI assistants to search, retrieve, and explore system documentation directly from the local machine.

Integrates the Productboard API into agentic workflows via MCP, exposing a set of tools for retrieving companies, components, features, notes, and products.

Search and retrieve Lottie animations through MCP endpoints for keyword queries, detailed animation data, and popular animation listings.

Provides comprehensive access to DevRev APIs for managing work items, parts, meetings, sprints, and more via a Model Context Protocol server.

Provides a semantic search API for macroeconomic data, enabling AI agents and quantitative research tools to retrieve relevant economic indicators via MCP calls.