MCP server for Preflight — TrustPilot for APIs, built for AI agents
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# 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 ```bash pip install preflight-mcp ``` ## Usage ### As a standalone MCP server ```bash preflight-mcp ``` ### With Claude Desktop Add to your Claude Desktop MCP config: ```json { "mcpServers": { "preflight": { "command": "preflight-mcp" } } } ``` ### With Claude Code ```bash /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](https://beamt.io/preflight). ## License MIT
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