Multidim runs on your own machine — the client starts it, so there is no endpoint to ping. 106 installs a week from pypi. Last commit 27 Aug 2026.
Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps
We read the source, 2 d ago · rules ccca72095570
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
subprocess.run(cmd, check=True, **kw)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add multidim-mcp -- uvx multidim-mcp
{
"mcpServers": {
"multidim-mcp": {
"args": [
"multidim-mcp"
],
"command": "uvx"
}
}
}
[mcp_servers.multidim-mcp]
command = "uvx"
args = ["multidim-mcp"]
{
"mcpServers": {
"multidim-mcp": {
"args": [
"multidim-mcp"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"multidim-mcp": {
"args": [
"multidim-mcp"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
MULTIDIM_MCP_HOME (Optional. Overrides the dedicated per-user data directory where the store is created.).
The author declared them in the registry entry; get the values from the project itself.
Structured, constraint-aware visual generation and deterministic layout for AI agents
Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.
Deterministic code analysis harness giving AI agents senses, memory and judgment for code.
AI tech lead for coding agents with validation and impact analysis
Validate, transform, and normalize structured data for AI agents.
500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.
Deterministic stock screening, backtesting, and factor analysis for AI trading agents
Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.
Answers built from our own checks of this server.