by grafbase
Provides a GraphQL federation gateway that composes multiple data sources into a unified graph with advanced governance, analytics, and performance features.
by leonardsellem
Provides tools and resources to enable AI assistants to manage and execute n8n workflows via natural language commands.
by Azure
Enables AI agents to interact with Azure services through a unified server that implements the MCP specification, offering a rich set of commands for resource discovery, management, and automation.
by smithery-ai
Provides read and search capabilities for Markdown notes in an Obsidian vault for Claude Desktop and other MCP clients.
by damms005
Provides zero‑config database discovery, an integrated database client, and an MCP server to expose connection details to AI‑powered IDEs directly within VS Code.
by chatmcp
Summarize chat messages by querying a local chat database and returning concise overviews.
by Flux159
Connects to a Kubernetes cluster and offers a unified MCP interface for kubectl, Helm, port‑forwarding, diagnostics, and non‑destructive read‑only mode.
by dmayboroda
Provides on‑premises conversational retrieval‑augmented generation (RAG) with configurable Docker containers, supporting fully local execution, ChatGPT‑based custom GPTs, and Anthropic Claude integration.
by stripe
Integrates Stripe's APIs into LLM‑driven agent workflows via Python and TypeScript libraries, exposing tool definitions compatible with Model Context Protocol for seamless function calling.
by qdrant
Provides a Model Context Protocol server that stores and retrieves semantic memories using Qdrant vector search, acting as a semantic memory layer.
by hashicorp
Provides integration with Terraform Registry APIs, enabling automation and interaction for Infrastructure as Code development via Model Context Protocol.
by CoderGamester
Enables AI assistants to interact with the Unity Editor by exposing editor operations as Model Context Protocol tools and resources, bridging Unity with a Node.js server for natural‑language driven scene, asset, and project management.
by JetBrains
Provides a proxy that forwards Model Context Protocol requests from external clients to JetBrains IDEs, enabling code‑related assistance tools to interact with IntelliJ‑based editors.
by MicrosoftDocs
Provides semantic search and fetch capabilities for Microsoft official documentation, returning content in markdown format via a lightweight streamable HTTP transport for AI agents and development tools.
by GongRzhe
Enables creation, editing, and advanced manipulation of PowerPoint presentations via a MCP server, leveraging python-pptx and a modular toolset.
by goat-sdk
Enables AI agents to send and receive payments, purchase goods and services, execute investment strategies, tokenize assets, and obtain financial insights by leveraging blockchains, stablecoins, and wallets.
by suekou
Provides a server that interfaces with the Notion API, enabling LLMs to retrieve, modify, and query Notion workspace data, with optional Markdown conversion to reduce token usage.
by designcomputer
Enables secure interaction with MySQL databases via the Model Context Protocol, allowing AI applications to list tables, read contents, and execute queries safely.
by tavily-ai
Provides real‑time web search, intelligent data extraction, structured website mapping, and systematic crawling through an MCP server, ready to be integrated with AI coding assistants and other tools.
by safedep
Provides enterprise‑grade open source software supply chain security by scanning source code, dependencies, containers and SBOMs, detecting vulnerabilities and malicious packages, and enforcing policy as code.
by janwilmake
Provides a way to navigate complex OpenAPI specifications using simple language, enabling AI models to understand and explore APIs without writing code.
by iFurySt
Provides authenticated access to XiaoHongShu (RedNote) notes, supporting keyword search, note retrieval by URL, and cookie persistence via a Model Context Protocol server.
by Coding-Solo
Enables AI assistants to launch the Godot editor, run projects, capture debug output, and programmatically control project execution through a standardized interface.
by mattt
Enables AI assistants to retrieve and manage personal macOS data such as calendar events, contacts, messages, reminders, location, maps, and weather through a local MCP server, allowing personalized AI interactions without sending data off‑device.
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 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 benborla
Provides read‑only access to MySQL databases for large language models, allowing schema inspection and safe execution of SQL queries.
by co-browser
Enables AI agents to control web browsers via the browser-use protocol, supporting both SSE and stdio transports, with VNC streaming and asynchronous task execution.
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 neo4j-contrib
Enables natural‑language interaction with Neo4j databases, allowing large language models to query, modify, and manage graph data through multiple transport modes.
by GongRzhe
Create, read, and manipulate Microsoft Word documents via a standardized interface for AI assistants.
by mongodb-js
Provides a Model Context Protocol server that enables interaction with MongoDB databases and MongoDB Atlas clusters through a unified API.