Provides a Model Context Protocol server that enables AI assistants to interact with Atlassian Confluence and Jira, supporting both cloud and server/data‑center deployments.

Offers over 25 AntV chart types for automated chart generation and data analysis, callable via MCP tools, CLI, HTTP, SSE, or streamable transports.

Manipulate Excel workbooks—create, read, update, format, chart, and pivot—through an MCP server without requiring Microsoft Excel to be installed.

Converts PDFs, images, audio, DOCX, XLSX, PPTX, YouTube videos, Bing search results, and generic web pages into clean Markdown text, while also allowing retrieval of existing Markdown files.

Enables Claude AI to control Ableton Live in real time, allowing AI‑driven creation, editing, and playback of tracks, clips, instruments, and effects through a socket‑based server.

Provides a platform‑agnostic server that enables agents and LLMs to interact with native iOS and Android applications via structured accessibility snapshots or coordinate‑based taps, running on simulators, emulators, or physical devices.

Enables persistent, local‑first knowledge management by allowing LLMs to read and write Markdown files during natural conversations, building a traversable knowledge graph that stays under the user’s control.

Enables seamless bridging between Streamable HTTP and stdio transports for MCP, allowing clients to communicate over SSE or expose local stdio servers via SSE.

Connect AI agents to Solana protocols, enabling autonomous execution of token trades, NFT operations, DeFi interactions, cross‑chain bridging and other blockchain actions.

Installs other MCP servers via simple commands, using npx for Node/npm packages and uv for Python packages.

Provides a universal gateway that lets MCP‑compatible clients explore and query MySQL, PostgreSQL, SQL Server, MariaDB, and SQLite databases through a single standardized interface.

Provides tools and resources to enable AI assistants to manage and execute n8n workflows via natural language commands.

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.

Provides read and search capabilities for Markdown notes in an Obsidian vault for Claude Desktop and other MCP clients.

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.

Summarize chat messages by querying a local chat database and returning concise overviews.

Connects to a Kubernetes cluster and offers a unified MCP interface for kubectl, Helm, port‑forwarding, diagnostics, and non‑destructive read‑only mode.

Provides on‑premises conversational retrieval‑augmented generation (RAG) with configurable Docker containers, supporting fully local execution, ChatGPT‑based custom GPTs, and Anthropic Claude integration.

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.

Enables creation, editing, and advanced manipulation of PowerPoint presentations via a MCP server, leveraging python-pptx and a modular toolset.

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.

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.

Enables secure interaction with MySQL databases via the Model Context Protocol, allowing AI applications to list tables, read contents, and execute queries safely.

Provides a way to navigate complex OpenAPI specifications using simple language, enabling AI models to understand and explore APIs without writing code.

Provides authenticated access to XiaoHongShu (RedNote) notes, supporting keyword search, note retrieval by URL, and cookie persistence via a Model Context Protocol server.

Enables AI assistants to launch the Godot editor, run projects, capture debug output, and programmatically control project execution through a standardized interface.