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io.github.SAP/mdk-mcp-server vs aictrl

aictrl is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑18.

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). aictrl is an MCP server published by vasparshin. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-19. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceio.github.SAP/mdk-mcp-serveraictrl
Official MCP Registry Listed
Version: 1.0.0
Downloads/month (npm): 39 812
Downloads/week (npm): 5 836
Forks (GitHub): 11
Stars (GitHub): 37
Not marked · First seen
Removed on 2026-10-18
Version: 1.0.0-beta.1
No figure published
Not marked · First seen
Claude Code: claude-plugins-official Listed
Version: 0.5.0
Forks (GitHub): 11
Stars (GitHub): 37
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Listed
Version: 0.4.0
Forks (GitHub): 11
Stars (GitHub): 37
Not marked · First seen
Not listed

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

io.github.SAP/mdk-mcp-server vs aictrl
Factio.github.SAP/mdk-mcp-serveraictrlno longer listed ·
Marketplaces that list it (differs)30
Stars (GitHub) (differs)37No figure on GitHub
Forks (GitHub) (differs)11No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (@sap/mdk-mcp-server)Remote server (aictrl.dev/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)1Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/sap/mdk-mcp-servergithub.com/vasparshin/aictrl-team-skills
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of aictrl

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • dingdawg-governance io.github.dingdawg/dingdawg-governance

    Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs and rollback.

    by dingdawg · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Proofable MCP

    Context and control for any AI. Agent identity, scoped access, and proof across tools.

    by proofable · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mcp com.decionis/mcp

    Authorize consequential AI agent actions before execution

    by decionis.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agent Guardrail MCP Server

    Action-level governance for AI agents -- control what they DO, not what they SAY

    by JarvisOnM4 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agentos io.github.imran-siddique/agentos

    Build and manage policy-compliant AI agents with safety enforcement and compliance checking

    by imran-siddique · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • aegis-mcp io.github.cleburn/aegis-mcp

    Runtime governance enforcement for AI agents. Zero token overhead.

    by cleburn · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

io.github.SAP/mdk-mcp-server

In its own words, on Official MCP Registry:

Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

aictrl

In its own words, on Official MCP Registry:

Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.

How to run each

io.github.SAP/mdk-mcp-server As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio mdk-mcp-server -- npx -y @sap/mdk-mcp-server

aictrl

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: io.github.SAP/mdk-mcp-server · What it can do: aictrl · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. 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.

Where the data comes from: how the catalog is built