OpenClaw Consensus runs on your own machine — the client starts it, so there is no endpoint to ping. 103 installs a week from pypi. Last commit 1 Jun 2026.
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.
Today is the operative word: we check OpenClaw Consensus 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 openclaw-consensus-mcp -e 'RAPIDAPI_KEY=<RAPIDAPI_KEY>' -- uvx openclaw-consensus-mcp
{
"mcpServers": {
"openclaw-consensus-mcp": {
"command": "uvx",
"args": [
"openclaw-consensus-mcp"
],
"env": {
"RAPIDAPI_KEY": "<RAPIDAPI_KEY>"
}
}
}
}
[mcp_servers.openclaw-consensus-mcp]
command = "uvx"
args = ["openclaw-consensus-mcp"]
env = { RAPIDAPI_KEY = "<RAPIDAPI_KEY>" }
{
"mcpServers": {
"openclaw-consensus-mcp": {
"command": "uvx",
"args": [
"openclaw-consensus-mcp"
],
"env": {
"RAPIDAPI_KEY": "<RAPIDAPI_KEY>"
}
}
}
}
{
"servers": {
"openclaw-consensus-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"openclaw-consensus-mcp"
],
"env": {
"RAPIDAPI_KEY": "<RAPIDAPI_KEY>"
}
}
}
}
Put your own value in place of
<RAPIDAPI_KEY> (Your RapidAPI key from https://rapidapi.com/yanmiayn/api/openclaw-consensus).
The author’s registry entry marks it as required.
LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.
LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.
MCP server for real-time LLM API documentation — stop hallucinations
Cheap flight search via Aviasales Data API: fares by route, price calendar, cheapest destinations.
Hallucination validator and factual grounding checker for LLM outputs.
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
One prompt. ~100 independent AI models. One report: consensus, disagreements, and minority insights.
One key, every model: measured scores and live prices, routed per request to the cheapest fit.
Answers built from our own checks of this server.