io.github.AceDataCloud/mcp-aichat vs io.github.SAP/mdk-mcp-server
io.github.AceDataCloud/mcp-aichat is an MCP server published by AceDataCloud. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). io.github.SAP/mdk-mcp-server is an MCP server published by SAP. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-26. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  io.github.AceDataCloud/mcp-aichat |  io.github.SAP/mdk-mcp-server |
|---|---|---|
| Official MCP Registry | Listed Version: 2026.10.25.1 Downloads/month (PyPI): 1 594 Downloads/week (PyPI): 678 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Listed Version: 1.0.0 Downloads/month (npm): 39 812 Downloads/week (npm): 5 836 Forks (GitHub): 11 Stars (GitHub): 38 Not marked · First seen |
| PyPI (MCP servers) | Listed Version: 2026.10.25.1 Downloads/month (PyPI): 1 594 Downloads/week (PyPI): 678 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-official | Not listed | Listed Version: 0.5.0 Forks (GitHub): 11 Stars (GitHub): 38 Not marked · First seen |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.4.0 Forks (GitHub): 11 Stars (GitHub): 38 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | io.github.AceDataCloud/mcp-aichat | io.github.SAP/mdk-mcp-server |
|---|---|---|
| Marketplaces that list it (differs) | 2 (worse) | 3 (better) |
| Stars (GitHub) (differs) | 0 (worse) | 38 (better) |
| Forks (GitHub) (differs) | 0 (worse) | 11 (better) |
| Last release (differs) | 2026-10-26 | Not published |
| Where it runs (differs) | Remote server or your machine | On your machine (@sap/mdk-mcp-server) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 1 |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/acedatacloud/aichatmcp | github.com/sap/mdk-mcp-server |
| Changes in the last 7 days (differs) | 8 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 3 days ago, requires a key | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
io.github.AceDataCloud/mcp-aichat
MCP server for AI dialogue using various LLM models via AceDataCloud
io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
How to run each
io.github.AceDataCloud/mcp-aichat As a remote MCP server
claude mcp add --transport http mcp-aichat https://aichat.mcp.acedata.cloud/mcpRequires: ACEDATACLOUD_API_TOKEN (secret)
io.github.SAP/mdk-mcp-server As a local MCP server: npm package
claude mcp add --transport stdio mdk-mcp-server -- npx -y @sap/mdk-mcp-serverCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only io.github.AceDataCloud/mcp-aichat has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of io.github.SAP/mdk-mcp-server publish no settings it asks for, so we do not compare settings.
What it can do: io.github.AceDataCloud/mcp-aichat · What it can do: io.github.SAP/mdk-mcp-server · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the Python Package Index (pypi.org). Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.