SQL Benchmarks Lab runs on your own machine — the client starts it, so there is no endpoint to ping. 45 installs a week from pypi. Last commit 18 Sep 2026.
Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.
We read the source, 10 h ago · rules 3dff92dd89df
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.
AgentTrace._standalone_dirs[key] = os.path.join(
AGENT_RUNS_DIR,
f"standalone_{datetime.now(timezone.utc).strftime('%Y%m%d_%H%M%S')}")
select = mandatory_names + list(subset)
p = subprocess.run(cmd, cwd=ROOT_DIR, env=local_env,
<script charset="utf-8" src="https://cdn.plot.ly/plotly-3.6.0.min.js" integrity="sha256-QaOVwtVY0T02VaHrr6pnoHLCwayMJp4O5n4YyaE3rJk=" crossorigin="anonymous"></script> <div id="b410f763-d51b-4f9d-b5c0-d0add29aba60" class="plotly-graph-div" style="height:100…
ssh_key_path: str = os.getenv("ACTIAN_SSH_KEY", os.path.expanduser("~/.ssh/benchmark-key-pair.pem"))
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 sqlbenchdag -- uvx sqlbenchdag
{
"mcpServers": {
"sqlbenchdag": {
"args": [
"sqlbenchdag"
],
"command": "uvx"
}
}
}
[mcp_servers.sqlbenchdag]
command = "uvx"
args = ["sqlbenchdag"]
{
"mcpServers": {
"sqlbenchdag": {
"args": [
"sqlbenchdag"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"sqlbenchdag": {
"args": [
"sqlbenchdag"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
SB_RESULTS_DIR (Directory of experiment result capsules. The package ships the SQL suites, taxonomy and templates but NOT capsules, which are run output — so on a fresh install the catalog tools work and list_results is empty until this points at a results directory.), SB_API_BASE (Optional. Base URL of a running SQL Benchmarks REST API. Leave unset and the read tools mount the API in-process — no server needed. Set it only when the API runs elsewhere, or to use submit_experiment, which needs a process that outlives the request.).
The author declared them in the registry entry; get the values from the project itself.
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