Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
OPENAI_API_KEY, GOOGLE_API_KEY, PERPLEXITY_API_KEY「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"crazyseo": {
"command": "npx",
"args": [
"-y",
"crazyseo"
],
"env": {
"OPENAI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"PERPLEXITY_API_KEY": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add crazyseo --env OPENAI_API_KEY=your-value --env GOOGLE_API_KEY=your-value --env PERPLEXITY_API_KEY=your-value -- npx -y crazyseo動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"crazyseo": {
"command": "npx",
"args": [
"-y",
"crazyseo"
],
"env": {
"OPENAI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"PERPLEXITY_API_KEY": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"crazyseo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"crazyseo"
],
"env": {
"OPENAI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"PERPLEXITY_API_KEY": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント bolidee で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:OPENAI_API_KEY, GOOGLE_API_KEY, PERPLEXITY_API_KEY
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.1.2)がレジストリに届いたのは3 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Context7, Codebase Memory, Exa
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
Find out whether ChatGPT, Gemini and Perplexity recommend your site — and why they don't.
An open-source GEO / AEO auditor and MCP server. No account. No card. Your keys.
Your customers have stopped googling. They ask an assistant *"best CRM for small law firms?"* and buy whatever it names. If it doesn't name you, you don't exist — and no analytics tool will tell you, because there is no click to measure.
This audits it directly: it asks the questions your buyers ask, records the answers word for word, and shows you which sources the models cite instead of you.
Most tools in this space ask the model *"what do you think of Acme?"* — which tells you nothing, because naming the brand in the prompt guarantees it shows up in the answer.
This asks blind. Your brand never appears in the question, so the answer you get back is the answer a real buyer gets. That is the whole difference between a number you can act on and a number that flatters you.
Three more things a prompt wrapper can't do:
The readiness audit runs against any site with zero configuration and zero cost:
npx crazyseo readiness yourbrand.com
Nothing to install, no signup, no key. Or run it from source:
git clone https://github.com/d08m/crazyseo && cd crazyseo
npm install && npm run build node dist/cli.js readiness yourbrand.com
AI-READINESS stripe.com 82/100
✓ Served over HTTPS ✓ AI crawlers allowed ✓ Structured data (schema.org) ✓ llms.txt published (bonus) ✓ Title + meta description ✓ Readable without JavaScript ✓ Canonical URL set ✓ Social preview tags (Open Graph) ✗ Single, clear H1 2 H1 tags — ambiguous which is the main topic ✗ Images have alt text 27 of 31 images missing alt text ✓ Sitemap referenced ✓ No broken internal links
→ 2 issues to fix
*(That's real output — stripe.com, unmodified.)*
11 scored checks, all first-party fetches: HTTPS · AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended…) unblocked in robots.txt · schema.org markup · title + meta · readable without JavaScript · canonical · Open Graph · single-H1 structure · image alt-text coverage · sitemap referenced · broken internal links (sampled).
Plus llms.txt, shown but deliberately unscored: Google's own AI-optimization guidance says it has no effect in Google Search, so it can't fairly cost anyone points — but some agents do read it, so it's still worth seeing.
Exits non-zero when checks fail, so you can gate a deploy on it:
- run: npx crazyseo readiness ${{ env.SITE }}
Machine-readable output for pipelines:
npx crazyseo readiness yourbrand.com --json > report.json
To measure what the engines actually say, add whichever keys you have. Any one is enough; more engines means more coverage.
export OPENAI_API_KEY=... # optional
export GOOGLE_API_KEY=... # optional export PERPLEXITY_API_KEY=... # optional
npx crazyseo audit yourbrand.com
It reads your site, infers what you sell, generates the questions your buyers would actually ask, and asks all of them — blind — across every engine you configured.
VISIBILITY lymexa.com 0 of 8 answers · 0%
Lymexa — premium pickleball paddles and recovery gear brand, USA
"What are the best premium pickleball paddles for advanced players?" Gemini ✗ not named JOOLA, CRBN, Selkirk, Six Zero Perplexity ✗ not named JOOLA, Selkirk, CRBN, Gearbox
"Which high-performance pickleball paddle brands are manufactured in the USA?" Gemini ✗ not named Engage, Paddletek, Selkirk, Thompson Pickleball Perplexity ✗ not named Engage, Paddletek, Selkirk, GAMMA
RECOMMENDED INSTEAD Selkirk 4× named Therabody 4× named Hyperice 4× named
CITATION GAP — cited on the questions you lost reddit.com 7× Community discussion AI trusts for real opinions youtube.com 6× Video content AI pulls into answers pickleheads.com 4× Third-party source AI cites instead of you
! ChatGPT did not respond — this score covers the rest only.
*(Real output, trimmed for length. Note the last line: when an engine fails, the report says so instead of quietly averaging the rest and calling it your score.)*
Runs on your own keys — a full audit is typically a few cents.
It ships as an MCP server, so Claude, ChatGPT or any MCP-capable agent can run it directly:
claude mcp add --transport stdio crazyseo -- npx -y crazyseo mcp
It's also packaged as a Claude Code plugin, which wires up the MCP server and the skill below in one step:
/plugin marketplace add d08m/crazyseo
/plugin install crazyseo@crazyseo
Then just ask:
*"Is my site visible in AI search? What's cited instead of me?"*
| tool | what it does | keys |
|---|---|---|
readiness_check | 11-point AI-readiness audit | none |
audit_plan | site facts + buyer questions to ask, for a keyless audit | none |
audit_score | scores what the agent found: visibility, leaderboard, citation gap | none |
audit_visibility | blind multi-engine visibility + verbatim answers | BYO |
citation_gap | sources cited on the questions you lose | BYO |
engine_status | which engines this install can query | none |
You don't need an API key to get the interesting part. audit_plan and audit_score let the assistant you're already talking to be the engine: it fetches your site, writes the buyer questions, answers them with its own web search, and hands the results back for scoring. Ask *"is my site visible in AI search?"* and you get a real citation gap with no signup, no key, no billing.
The tool still does the arithmetic, and still refuses a question that names your brand — that guard is what makes the number worth having. It measures visibility in that assistant, which the report says plainly. For the cross-engine picture, use audit with your own keys.
There's also a SKILL.md so agents know *how to interpret* the numbers — that readiness isn't visibility, that 0% is a normal starting point, and that partial engine coverage must be reported as partial.
import { checkReadiness } from 'crazyseo';
const report = await checkReadiness('example.com'); console.log(report.score, report.checks);
Everything here is free forever, self-hosted, AGPL — full capability, no feature locks, no telemetry, no account, no upsell in the output.
There is no paid tier today, and this README won't pretend otherwise. If one ever appears it will be for the single thing self-hosting genuinely can't give you — scheduled re-runs, stored history and alerts, the infrastructure to watch a number move over months without running anything yourself. The auditing itself stays here, complete, under AGPL.
Which is also the answer to "what stops this going closed later": the licence. Anyone offering it as a hosted service has to open their version too, including whoever wrote it.
Issues and PRs welcome. The checks are deliberately conservative: every one has to be something an assistant or its crawler actually depends on, and verifiable by hand. If a check can't be justified that way, it doesn't belong here.
CONTRIBUTING.md covers the setup, the bar a new check has to clear, and what an engine adapter needs to get right.
AGPL-3.0. Use it, fork it, run it commercially, embed it in your own tooling. If you offer it to others as a hosted service, that service must be open too.
Built because "am I in the answer?" deserves a real measurement, not a vibe.