OpenClaw Consensus runs on your own machine — the client starts it, so there is no endpoint to ping. 80 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 -- uvx openclaw-consensus-mcp
{
"mcpServers": {
"openclaw-consensus-mcp": {
"args": [
"openclaw-consensus-mcp"
],
"command": "uvx"
}
}
}
[mcp_servers.openclaw-consensus-mcp]
command = "uvx"
args = ["openclaw-consensus-mcp"]
{
"mcpServers": {
"openclaw-consensus-mcp": {
"args": [
"openclaw-consensus-mcp"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"openclaw-consensus-mcp": {
"args": [
"openclaw-consensus-mcp"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
RAPIDAPI_KEY (Your RapidAPI key from https://rapidapi.com/yanmiayn/api/openclaw-consensus).
The author declared them in the registry entry; get the values from the project itself.
Cosmic Score from 26 divination systems: the consensus when traditions disagree about you.
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
Hallucination validator and factual grounding checker for LLM outputs.
Cheapest destinations from an airport, each with its fare and that route's typical price.
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
Multi-LLM council: 25+ frontier models in parallel, consensus scoring, verdict-first code review.
Answers built from our own checks of this server.