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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Editors’ pick
An MCP server built into the Netdata agent: metrics, logs, alerts and live process, service and container data for an AI assistant
Official
Local memory for agents: stores conversations and project files verbatim and retrieves them with semantic search over MCP
Editors’ pick
Microsoft's official MCP server for driving a browser with Playwright through the accessibility tree, no screenshots needed
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
Editors’ pick
Official ClickHouse MCP server: the agent lists databases and tables and runs SQL, read-only by default
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
Editors’ pick
A Yandex Metrika MCP server generated from the API spec: 108 methods, 10 tools declared by default, transparent filters and response metadata
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
Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call
Official
A self-hosted trend and news monitor with an MCP server: hot-topic aggregation, RSS and smart alerts
An MCP server that builds a code graph of functions, classes, calls and routes and answers the agent's structural queries locally
Local code structure graph: builds a repository map with tree-sitter and serves the assistant only the context a change actually touches over MCP
Official
MCP tools and a CLI for a 3D building editor: the agent creates, inspects and edits architectural scenes
An MCP server that keeps large tool output out of the agent's context window and stores session memory in SQLite
An Android emulator in Docker with an MCP server: the agent drives the device over adb, opens apps and pages, presses buttons
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
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.