evalpair runs on your own machine — the client starts it, so there is no endpoint to ping. 752 installs a week from pypi. Last commit 5 Nov 2026.
Run LLM eval suites on local or hosted models; compare runs with intervals and a noise floor.
Today is the operative word: we check evalpair every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
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 evalpair -- uvx evalpair
{
"mcpServers": {
"evalpair": {
"command": "uvx",
"args": [
"evalpair"
]
}
}
}
[mcp_servers.evalpair]
command = "uvx"
args = ["evalpair"]
{
"mcpServers": {
"evalpair": {
"command": "uvx",
"args": [
"evalpair"
]
}
}
}
{
"servers": {
"evalpair": {
"type": "stdio",
"command": "uvx",
"args": [
"evalpair"
]
}
}
}
Optional settings from the registry entry, left out of the block above:
EVALPAIR_HOME (Folder for the call cache, saved runs and your own suites (default ~/.evalpair)), EVALPAIR_API_KEY (Bearer token for an OpenAI-compatible server, if it needs one (OPENAI_API_KEY also works)).
Image, video, chat and speech models with one account — local (npx) or hosted with OAuth sign-in.
Run a golden set and gate LLM model swaps on accuracy, with latency and cost per request.
Location analysis for rural property in Europe: flood, noise, sun hours, land register and more.
Run local models on your Apple silicon Mac with Loci. Requires macOS 26.2 or later.
Run Welt's tabular, causal and forecasting models on your data. Hosted; OAuth sign-in.
A coding and development harness on local models or hosted APIs, for code, review, research and ops.
Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.
Search and compare current homes across Portuguese real-estate portals with Casatoo's hosted MCP.
Answers built from our own checks of this server.