Official
Monitoring and status page service with an MCP server: an agent reads check state and manages incidents.
MCP servers for AI agents
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 access level with its reasons.
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MCP-Airflow-API turns plain-language requests into Apache Airflow 2 and 3 REST API calls: DAGs, runs, tasks and cluster health.
PIO Agent builds, flashes and checks PlatformIO boards from an agent through the pio-agent CLI or an MCP server
Roampal gives Claude Code and OpenCode persistent memory where advice that worked rises and advice that failed sinks.
Console Automation MCP gives an agent local shells and SSH sessions: input, output, error detection, long processes
Official
The mcpcap MCP server parses PCAP files for DNS, DHCP, ICMP, TCP and SIP and hands the agent structured JSON for network diagnostics
arifOS evaluates actions an agent proposes against 13 rules before execution and returns a verdict with a signed receipt
An MCP server that edits images through Photopea: layers, text, effects and export, 46 tools for Claude Code and Cursor.
An MCP server that exposes a Skyrim SE mod load order to an agent: plugin records, assets, Papyrus, SKSE and SkyPatcher layers.
Official
A Mattermost MCP server: an agent reads, searches and posts messages, threads and files in your workspace, with 39 tools.
A Spotify MCP server for Claude Desktop: music search, playback and playlist control and listening history.
An MCP server and CLI for YouTube: server side transcript summaries, video reports, channel monitoring and comment analysis.
MCP Dashboards: interactive charts in chat
MCP Dashboards
32 tools draw interactive charts, KPI widgets and dashboards right inside the chat in Claude Desktop, VS Code and other clients
Mobile Device MCP controls iOS and Android: taps, typing, screenshots and the element tree, with several devices at once
Official
Dremio MCP server: an agent browses tables, looks for patterns in the data and analyzes cluster workload.
Sitecore Community MCP: operate Sitecore from an agent
Sitecore Community MCP
A community MCP server with 121 tools for Sitecore XM, XP and SitecoreAI: items, templates, media, presentation and PowerShell
Unofficial MCP server for Continente.pt: searches products and promotions, reads orders and fills the cart, no payment.
MCP server and panel let an agent read an Adobe After Effects comp and build animation as ordinary editable layers and keyframes.
MCP server that builds n8n workflows as local JSON files: nodes, links, validation and version matching, no running n8n needed.
A Rust skill and MCP server: an agent cleans a point cloud, closes holes, builds a mesh and saves a print-ready STL
A persistent memory MCP server for agents: observations, beliefs, goals and dream consolidation across 60 tools.
Self-hosted agent email on Cloudflare Workers: wait for verification codes, reply in thread, get webhooks, with MCP and a skill.
An MCP and ACP adapter for the TypeSafe Jev decision model: typed answers and confidence gates for clicks and tool calls.
A local MCP server and CLI find vulnerabilities in AI-generated code and drive a scan, fix and rescan loop, no account needed
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 card 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 card states the auth method and requirements, including paid accounts, in the limitations block.