Perf MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 35 installs a week from npm. Last commit 19 Feb 2026.
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.
Today is the operative word: we check Perf MCP 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 perf-mcp -e 'PERF_API_KEY=<PERF_API_KEY>' -- npx -y perf-mcp
{
"mcpServers": {
"perf-mcp": {
"command": "npx",
"args": [
"-y",
"perf-mcp"
],
"env": {
"PERF_API_KEY": "<PERF_API_KEY>"
}
}
}
}
[mcp_servers.perf-mcp]
command = "npx"
args = ["-y", "perf-mcp"]
env = { PERF_API_KEY = "<PERF_API_KEY>" }
{
"mcpServers": {
"perf-mcp": {
"command": "npx",
"args": [
"-y",
"perf-mcp"
],
"env": {
"PERF_API_KEY": "<PERF_API_KEY>"
}
}
}
}
{
"servers": {
"perf-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"perf-mcp"
],
"env": {
"PERF_API_KEY": "<PERF_API_KEY>"
}
}
}
}
Put your own value in place of
<PERF_API_KEY> (Your Perf API key (get one at dashboard.withperf.pro)).
The author’s registry entry marks it as required.
Hallucination validator and factual grounding checker for LLM outputs.
Detect fabrication and hallucination in any LLM output. 30+ models supported.
Repair broken JSON from LLM output and validate it against a JSON Schema.
Pay-per-call JSON repair + JSON Schema validation for AI agents (USDC on Base, x402).
Deterministic inspect, safe repair, and JSON Schema validation for agent JSON. No LLM.
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Fact-check LLM outputs with cited sources. API key: aihcc.cloud/keys.
Remote MCP: JSON repair, JSON Schema validation, JSON to TypeScript, CSV to JSON and JSON to CSV.
Answers built from our own checks of this server.