In-depth architectural comparison of the Aidc AI MCP and Mneme Decision MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Aidc AI MCP
Architecture & Design · Remote HTTP/SSE
Quality: 60/100 (Good) | Auth: No auth required
Mneme Decision MCP
Architecture & Design · Local stdio
Quality: 44/100 (Fair) | Auth: No auth required
Verdict Summary: Choose Aidc AI MCP if you need specialized Architecture & Design tools running via a hosted cloud SSE transport. Choose Mneme Decision MCP if your workspace requires Architecture & Design integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Aidc AI MCP when:
You need dedicated capabilities in the Architecture & Design domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Deterministic AI data-center design engine exposed as MCP tools (design, validate, layout): rack count, design PUE, total MVA, liquid/air cooling split, CDU planning, cost & timeline. NVIDIA Rubin-era, 22.9 kV intake, Korea. Remote Streamable HTTP at https://aidc-ai.io/api/mcp; no key for the anonymous tier.
Local MCP server for architectural decisions, traceability, and non-authoritative proposals.
Category & Scope
Tools & Capabilities Breakdown
Aidc AI MCP Tools (3)
design
Size an AI data center: returns rack count, PUE, total MVA, liquid/air cooling split, CDU count, cost (KRW), and build timeline.
validate
Check a design against electrical, cooling, layout, safety, and data rules; returns severity-classified findings and RFIs.
layout
Generate a rack-plan grid (hall dimensions, row/column positions in mm) and a site-block layout.
Mneme Decision MCP Tools (6)
Local stdio MCP transport
Canonical Decision Index queries
Non-authoritative decision proposals
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Aidc AI MCP is categorized under Architecture & Design and uses a remote streaming HTTP/SSE transport. In contrast, Mneme Decision MCP belongs to Architecture & Design using local stdio subprocess. Select Aidc AI MCP when you need capabilities focused on architecture & design and Mneme Decision MCP when you require tools for architecture & design.