MCP server for Preflight — TrustPilot for APIs, built for AI agents
Project description
Preflight MCP Server
TrustPilot for APIs, built for AI agents. Independent reliability ratings for every API and MCP server — powered by synthetic probes and crowdsourced agent telemetry.
Install
pip install preflight-mcp
Usage
As a standalone MCP server
preflight-mcp
With Claude Desktop
Add to your Claude Desktop MCP config:
{
"mcpServers": {
"preflight": {
"command": "preflight-mcp"
}
}
}
With Claude Code
/plugin install preflight@claude-plugins-official
Tools
check_reliability
Look up the independent reliability rating for any service.
check_reliability(service="openai-api")
compare_services
Compare ratings side by side to pick the most reliable provider.
compare_services(services=["openai-api", "anthropic-api"])
report_outcome
Leave a review — report what happened when you called a service. Improves ratings for everyone.
report_outcome(service="openai-api", outcome="success", latency_ms=200)
Configuration
| Variable | Default | Description |
|---|---|---|
PREFLIGHT_API_URL |
https://preflight.beamt.io |
API base URL |
PREFLIGHT_API_KEY |
(none) | API key for authenticated requests |
Get a free API key at beamt.io/preflight.
License
MIT
Release history Release notifications | RSS feed
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