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Preflight MCP Server

@gsmethells

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作者

gsmethells

投稿者

Greg Smethells

Preflight MCP Server について

TrustPilot for APIs, built for AI agents. Independent reliability ratings for every API and MCP server — powered by synthetic probes and crowdsourced agent telemetry. Three tools: check_reliability (look up a service rating), compare_services (side-by-side comparison with recomme

#reliability#api-monitoring#mcp#ai-agents#trustpilot#uptime

Preflight MCP Server の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "preflight": {
      "command": "uvx",
      "args": [
        "preflight-mcp"
      ],
      "env": {
        "PREFLIGHT_API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

Preflight MCP Server のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。

概要

What is Preflight?

Preflight provides independent reliability ratings for every API and MCP server, acting as a “TrustPilot for APIs” built for AI agents. It uses synthetic probes and crowdsourced agent telemetry rather than vendor self-reporting.

How to use Preflight?

Install with pip install preflight-mcp. Optionally set the PREFLIGHT_API_KEY environment variable (free key at beamt.io/preflight) to unlock sub-scores and higher rate limits. Use the three tools—check_reliability, compare_services, and report_outcome—to look up ratings, compare services, or leave reviews.

Key features of Preflight

  • Independent reliability ratings not based on vendor self-reporting.
  • Powered by synthetic probes and crowdsourced agent telemetry.
  • Three tools: look up ratings, compare services, and report outcomes.
  • Optional API key for sub-scores and higher rate limits.
  • Covers both APIs and MCP servers.

Use cases of Preflight

  • Evaluate an API’s reliability before integrating it into an agent workflow.
  • Compare multiple services side by side to choose the best option.
  • Contribute feedback after using a service to improve ratings for the community.

よくある質問

1

What is Preflight?

Preflight is an independent reliability rating system for APIs and MCP servers, using synthetic probes and crowdsourced telemetry to assign trust scores, uptime, and error rates.

2

How do I install Preflight?

Install it via pip: `pip install preflight-mcp`. Python is the only runtime requirement.

3

What tools does Preflight provide?

Three tools: `check_reliability` (look up a service’s rating), `compare_services` (compare up to 10 services), and `report_outcome` (submit a review after using a service).

4

How do I get an API key?

Obtain a free API key at beamt.io/preflight. Set it as the `PREFLIGHT_API_KEY` environment variable.

5

Is an API key required?

No, but it unlocks sub-scores and higher rate limits. Basic usage may be possible without a key.

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