by UI5
Provides a Model Context Protocol server that equips agentic AI tools with UI5‑specific project scaffolding, API reference retrieval, guideline access, project metadata extraction, version info, and linting capabilities.
by southleft
Provides real-time console access, visual debugging, design system extraction, and auditing for Figma files and plugins, supporting both cloud and local deployment.
by ali-kh7
Aggregates web data via Tavily's Search and Crawl APIs, structures the results for LLM-friendly markdown generation.
by CursorTouch
Enables AI agents to control the Windows operating system, performing file navigation, application launching, UI interaction, QA testing, and other automation tasks through a lightweight server.
by smithery-ai
Install, manage, and develop Model Context Protocol (MCP) servers via a client‑agnostic command‑line interface.
by agentic-community
Provides a unified, enterprise‑ready gateway and registry that centralizes AI development tools, enforces OAuth authentication, supports dynamic tool discovery, and applies fine‑grained access control for both autonomous agents and coding assistants.
by openstack-kr
Provides an MCP interface for AI assistants to manage OpenStack resources such as compute, images, identity, networking, and block storage.
by Cris-0k
Provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python, facilitating AI‑assisted development of MCP tools.
by zoldyrk
Provides an MCP server that enables developers to connect to RedNote (XiaoHongShu) for creating, reading, updating, and deleting notes through a simple RESTful API.
by modelscope
Provides AI agents and chatbots with direct access to ModelScope’s ecosystem, enabling image generation, resource discovery, and contextual information via MCP.
by sapientpants
Enables AI assistants to retrieve SonarQube code quality metrics, issues, security hotspots, and analysis results through the Model Context Protocol.
by agent-infra
Provides an all-in-one sandbox environment that combines Browser, Shell, File operations, MCP services, and VSCode Server inside a single Docker container, enabling unified, secure execution for AI agents and developers.
by datalayer
Enables real-time interaction with Jupyter notebooks, allowing AI to edit, document, and execute code for data analysis, visualization, and multimodal output.
by VeriTeknik
Provides a self‑hostable web interface that unifies discovery, configuration, and management of MCP servers while turning AI conversations into searchable, versioned organizational knowledge.
by blukglug
Provides AI‑enhanced YouTube video search, transcript retrieval, and semantic content queries without using the official API, leveraging a vector database for discovery.
by ZizoTheDev
Provides an MCP server that integrates with FFmpeg to handle media processing tasks such as transcoding, format conversion, streaming, and other video/audio manipulations.
by 1mcp-app
Provides a unified server that aggregates multiple Model Context Protocol (MCP) servers into a single endpoint, simplifying configuration, lowering resource consumption, and offering a standardized interaction layer for AI assistants.
by robotmcp
Enables bidirectional integration of large language models with ROS‑enabled robots, allowing natural language commands and real‑time access to robot state, topics, services and parameters.
by mrsimpson
Transforms AI coding agents into structured development partners by applying battle‑tested engineering workflows, preserving project context across sessions, and automatically generating documentation and decision logs.
by avivsinai
Provides a Model Context Protocol server that enables AI agents to query Langfuse trace data for enhanced debugging and observability.
by OctoMind-dev
Provides an MCP server that enables agents to create, manage, and execute end‑to‑end tests, search documentation, and handle environments through Octomind APIs.
by Shashankss1205
Indexes local codebases into a Neo4j graph, providing AI assistants with rich context for code queries and analysis.
by c1pher-cn
Provides a Home Assistant integration that acts as an MCP server, directly connecting to Xiao Zhi AI official server via WebSocket, enabling Home Assistant entities to be accessed and controlled by Xiao Zhi AI without intermediaries.
by adamjmurray
An AI-powered assistant that helps compose, generate, and manipulate MIDI content directly within Ableton Live via a Max for Live device.
by flaviodelgrosso
Provides a Fastify plugin that adds streamable HTTP transport for Model Context Protocol servers, handling session management, authentication, and graceful shutdown out of the box.
by cbcoutinho
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.
by david-strejc
Provides a modern MCP server and companion browser extensions that enable reliable, multi‑instance automation across Chrome and Firefox through a single WebSocket daemon.
by Knuckles-Team
Provides a Python wrapper for ServiceNow APIs and can operate as an MCP server, enabling programmatic interaction with ServiceNow tables, incidents, change management, CI/CD, and custom endpoints.
by doobidoo
Provides a universal memory service with semantic search, intelligent memory triggers, OAuth‑enabled team collaboration, and multi‑client support for Claude Desktop, Claude Code, VS Code, Cursor and over a dozen AI applications.
by kimsungwhee
Provides AI assistants with instant, natural‑language access to Apple Developer Documentation, frameworks, Swift/Objective‑C APIs, WWDC video transcripts, and sample code across iOS, macOS, watchOS, tvOS, and visionOS.
by translated
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.
by MockLoop
Generate AI‑driven mock servers from OpenAPI specifications with dual‑port architecture, audit logging, performance analytics, and integrated AI testing workflows.