Official
Microsoft's utility and MCP server that turn PDF, Word, Excel, PowerPoint, HTML and other files into Markdown for models
MCP servers
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.
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Official
Local memory for agents: stores conversations and project files verbatim and retrieves them with semantic search over MCP
Official
An MCP server and CLI from Sentry for building, running and testing Xcode iOS and macOS projects from an AI agent
Official
The official draw.io MCP server: an agent builds diagrams from XML or Mermaid and opens them in the draw.io editor
Official
A visualization language for agents and an MCP server: neat charts from a simple semantic spec
Official
Connects an agent to a running Next.js 16+ dev server: errors, routes, logs and docs for your installed version
DataLens official MCP server
datalens-mcp
The official DataLens MCP server from the development team: turns the public DataLens API into three gateway tools instead of hundreds of separate MCP tools
DaData MCP server
DaData MCP
DaData official MCP: an agent looks up companies by tax ID, standardizes addresses and identifies a domain or email owner
MWS TeamStream MCP server
TeamStream MCP
MWS TeamStream's official MCP: an agent finds recordings by meaning and reads transcripts and summaries right from AI tools
Yandex Wiki MCP server
MCP-сервер Яндекс Вики
Yandex Wiki official MCP: an agent searches and reads knowledge base pages, builds summaries and creates new pages on behalf of the employee
Official
A self-hosted trend and news monitor with an MCP server: hot-topic aggregation, RSS and smart alerts
Official
MCP tools and a CLI for a 3D building editor: the agent creates, inspects and edits architectural scenes
Official
An MCP server and skills on top of Kubernetes network observability: an agent investigates incidents and queries cluster traffic through an eBPF-built index
Official
A local codebase index with ten MCP tools: dependency graph, git history, code health and architectural decisions without re-grepping on every step
Official
Fast semantic code search for agents: returns the exact snippets instead of reading whole files and spends far fewer tokens
Excalidraw MCP
Excalidraw MCP App Server
MCP server that draws hand-drawn Excalidraw diagrams inside the chat: streaming render, fullscreen editing, export
Official
Instant REST and MCP over PostgreSQL: the agent reads an existing database through an MCP endpoint with no backend to write
Official
An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs
Official
A local development environment with a built-in MCP server: the agent inspects services, sites, configs and logs and manages their lifecycle
Official
A visual website builder with a built-in MCP server: the agent helps assemble static pages with dynamic data on the model you choose
Official
Slack export without admin rights and a local MCP server: the agent analyzes your messages, threads, files and users
Official
An MCP server for the Godot engine: connects Claude Code, Claude Desktop and Codex to a live editor to build scenes, scripts and materials
Official
Cross-device clipboard sync with a built-in MCP server: the agent reads your copy history, and data never leaves for the cloud
data.gouv.fr MCP
data.gouv.fr MCP Server
Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent
Frequently asked questions
What is an MCP server?
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.
How do I connect an MCP server to an agent?
The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.
Do I need a key or a paid account?
It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.