Top MCP Servers

Provides AI agents and chatbots with direct access to ModelScope’s ecosystem, enabling image generation, resource discovery, and contextual information via MCP.

Provides an MCP interface for AI assistants to manage OpenStack resources such as compute, images, identity, networking, and block storage.

Provides a simple interface to query documents through a Langflow backend, enabling document Q&A via the Model Context Protocol.

Provides an enterprise‑grade MCP server that exposes 12 AI video generation tools, enabling AI assistants to create avatar videos, URL‑to‑video conversions, short videos, scripts, custom avatars, advanced lip‑sync, and more through natural language interactions.

Provides a stdio MCP server that exposes all ServiceNow Fluent SDK commands, API specifications, code snippets, and instructional resources for seamless integration with AI‑driven development environments.

Provides programmatic access to the DBLP computer science bibliography for large language models, enabling publication search, citation extraction, BibTeX export, and statistical analysis via defined tools.

Provides a lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.

Provides an interface for MCP clients to retrieve data from HarperDB using standardized JSON-RPC calls, exposing tables and custom resources as structured resources.

Enables discovery, management, and codification of resources across cloud and SaaS accounts through a Model Context Protocol server.

Provides a Model Context Protocol server that exposes Port data and actions through natural‑language queries, enabling advanced automations, scorecard analysis, resource creation, and permission management.

Provides an MCP server that integrates with FFmpeg to handle media processing tasks such as transcoding, format conversion, streaming, and other video/audio manipulations.

Provides a robust server that bundles Nmap, Go/Dirbuster, Nikto, John the Ripper and additional utilities to streamline professional penetration testing workflows.

Provides an AI‑enhanced server that translates natural‑language queries into ServiceNow REST API calls, handling incidents, changes, requests, knowledge articles, private tasks, and CMDB configuration items with OAuth 2.0 security.

Provides an MCP server that enables Claude Desktop to create, update, and manage Anki decks and cards via AnkiConnect.

Enables natural language interaction with Tableau data through AI-driven queries, supporting both Tableau Server and Tableau Cloud environments.

Provides real-time access to shadcn-svelte component documentation and developer utilities via web scraping, exposed through an MCP server with HTTP and SSE transports.

Command-line interface that enables querying, creating, synchronizing, and managing Tana workspaces, supporting full‑text and semantic search, batch operations, and an MCP server for AI tool integration.

Enables AI agents to access and leverage metadata from the Alation Data Catalog for tasks such as asset curation, search, and data analysis.

Provides a powerful interface to the Shodan API, enabling advanced search, host intelligence, vulnerability discovery, and network mapping for security research.

Provides a Model Context Protocol server that enables AI assistants to interact with Prefect through natural language, exposing core Prefect APIs for flows, deployments, runs, queues, blocks, variables, and workspaces.

Generate image and video creatives using Placid.app templates within MCP compatible hosts.

Provides a Model Context Protocol interface to access Consul's service discovery, health checks, KV store, sessions, events, and other agent functionalities.

Provides current weather and a 5‑day forecast using the free OpenWeatherMap API, with configurable units and multi‑language support.

Extends the Model Context Protocol to serve any Python command‑line application, allowing CLI tools to be accessed programmatically through MCP.

Provides Unity Catalog Functions as MCP tools, enabling language models to list, retrieve, create, and delete catalog functions directly from a running server.

Provides AI assistants read/write capabilities for Microsoft OneNote notebooks, sections, and pages via the Model Context Protocol.

Provides step‑by‑step guidance for running SchemaCrawler as an MCP server, demonstrating configuration, execution, and interaction via client requests.

Provides an MCP server that enables scraping of web pages through ScrAPI, delivering HTML or Markdown output for downstream processing.

Provides real‑time risk scores (0‑100) and detailed asset holdings for blockchain addresses, domain names, and decentralized application URLs by leveraging the BICScan API.

Generate AI‑driven mock servers from OpenAPI specifications with dual‑port architecture, audit logging, performance analytics, and integrated AI testing workflows.

Provides integration with Turso databases for LLMs, supporting organization‑level and database‑level operations through a two‑level authentication system.

Capture single images and manage webcam connections using OpenCV for AI assistants.