Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Live Academy learning and search. OAuth adds scoped personal tools. Explicit --offline snapshot.
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。
ACADEMY_BASE_URL, ACADEMY_OFFLINE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。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://mcp.studiomeyer.academy/mcpClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"academy": {
"command": "npx",
"args": [
"-y",
"mcp-academy"
],
"env": {
"ACADEMY_BASE_URL": "your-value",
"ACADEMY_OFFLINE": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add --transport http academy https://mcp.studiomeyer.academy/mcpclaude mcp add academy --env ACADEMY_BASE_URL=your-value --env ACADEMY_OFFLINE=your-value -- npx -y mcp-academy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": {
"academy": {
"url": "https://mcp.studiomeyer.academy/mcp"
}
}
}プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"academy": {
"command": "npx",
"args": [
"-y",
"mcp-academy"
],
"env": {
"ACADEMY_BASE_URL": "your-value",
"ACADEMY_OFFLINE": "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": {
"academy": {
"type": "http",
"url": "https://mcp.studiomeyer.academy/mcp"
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"academy": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"mcp-academy"
],
"env": {
"ACADEMY_BASE_URL": "your-value",
"ACADEMY_OFFLINE": "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。
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:
https://mcp.studiomeyer.academy/mcpメニューの名前は、プランや時期によって少し違うことがあります。
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。
ACADEMY_BASE_URL envACADEMY_OFFLINE env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。
このサーバーは、ツール一覧を表示する前にサインインを求めます。
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6日にチェック
レジストリ名はドメイン studiomeyer.io で確認済みです(レジストリがドメインの所有を確認しています)
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
74ミリ秒で応答(HTTP 401)
OAuthでのサインインに対応しているため、AIアプリがログイン画面へ案内してくれます
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
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3項目のうち3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。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(0.6.0)がレジストリに届いたのは5 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
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。
Implementation version: 0.6.0. No publication or deployment is implied. StudioMeyer Academy in your AI client. Public learning paths, lessons, library content and search are read live from Academy. German is the default; English and Spanish are supported.
Connect without signing in:
https://mcp.studiomeyer.academy/mcp?access=free
Connect with OAuth for personal learning, notes, quizzes, purchased content and credits:
https://mcp.studiomeyer.academy/mcp
The protected endpoint returns 401 with OAuth discovery. Public clients use PKCE S256 and no client secret. The person selects learn:read, learn:write and, optionally, credits:spend. Spending is unchecked by default. Each credit operation also needs the service-declared quote consent (consent.userConfirmed, consent.quoteId, consent.maximumCredits) and a unique idempotencyKey; show the current quote first. Stored spending approvals remain Academy business rules. academy_my_access describes the actual grant.
Agent integration instructions: AGENTS.md. Agent Plugins 1.0.0: plugin.json and mcp.json. The plugin uses the standard remote Streamable HTTP transport and the existing OAuth-protected endpoint; no credentials are embedded.
Where authorization-server metadata advertises agent_auth, an agent can register anonymously and later be claimed by the intended human. Anonymous access has no personal scopes: learn:read exposes private Academy records and is never anonymous. The claim verifies the intended email in the same browser, requires the code supplied by the agent and lets the person select learning permissions. Spending is absent and requires a separate ordinary OAuth connection. The free endpoint above remains available without any registration.
Requires Node.js 20 or newer. The hosted Docker image uses Node.js 22.
Build the current implementation from source:
git clone https://github.com/studiomeyer-io/mcp-academy.git
cd mcp-academy npm ci npm run build node dist/index.js
Version 0.6.0 is available as mcp-academy@0.6.0. Run npx -y mcp-academy@0.6.0 for the live public stdio connection described below, or use the source installation above.
Default stdio is live and public. It requires network access to Academy. For Claude Desktop, Cursor or another stdio client:
{
"mcpServers": { "academy": { "command": "node", "args": ["/absolute/path/to/mcp-academy/dist/index.js"] } } }
Start with academy_start. Tool names, result schemas, public/account visibility, annotations, required scopes and deprecated aliases come from the live operation registry. Personal tools are absent from the free tool list and cannot be invoked directly without permission. Old learning and quiz names remain available only as the aliases declared by that registry for the compatibility version. Certificates, XP, rankings and arena remain dormant.
For the preserved historical curriculum snapshot, explicitly opt in:
node dist/index.js --offline
The offline library is read-only, can be outdated and needs no network or account. Its old level names describe that snapshot, not today's live Academy. ACADEMY_API_KEY no longer grants personal access; existing configurations receive a migration notice. Use the hosted OAuth connection for personal tools.
MCP resources:
academy://docs/quickstartacademy://docs/errorsacademy://docs/package-formatThese read Academy's machine documents at request time. The service output schema describes result. Each MCP tool wraps it in an honest success/error envelope schema with type: object and oneOf. locale and idempotencyKey are MCP transport fields: locale goes into the bridge envelope, and the key becomes the HTTP Idempotency-Key header; neither is added to strict service input. Tool results carry the same {success,result,errors,messages,request_id} envelope as REST in structuredContent and text, with isError set for failures. Errors include stable code, slug, message, hint and documentation_url fields. Unknown tool names and arguments that violate the published schema are JSON-RPC -32602 errors with an English protocol message and the localized Academy envelope in error.data. Execution failures, missing content and paywalls remain isError results. OAuth endpoints retain their standard OAuth error format.
Run the HTTP service behind the existing reverse proxy, bound to loopback:
npm ci
npm run build npm run db:schema npm run start:http
db:schema must point at the intended Academy database. On databases containing real data, take a verified backup before applying the additive migration. The runner checks the configured host and current_database() and supports fresh schema v4 and the additive v2 to v3 to v4 and v3 to v4 transitions. It never runs Prisma migrations or removes tables. No deployment or publication is implied by these commands.
| Environment | Purpose |
|---|---|
ACADEMY_BASE_URL | Trusted Academy origin; defaults to https://studiomeyer.academy. Only HTTPS or loopback HTTP is accepted. |
ACADEMY_MCP_DATABASE_URL | Academy's shared database containing academy_mcp_* OAuth tables. |
ACADEMY_MCP_SERVICE_TOKEN | Additional service authorization for personal execute calls. It never substitutes for the user's access token. |
ACADEMY_MCP_BASE_URL | Public issuer URL, https://mcp.studiomeyer.academy. |
ACADEMY_MCP_HOST / ACADEMY_MCP_PORT | Bind address and port; defaults 127.0.0.1:3116. |
SMTP_HOST, SMTP_PORT, SMTP_USER, SMTP_PASS, SMTP_FROM | Existing magic-link mail configuration. |
GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET | Optional Google login. |
DISCORD_CLIENT_ID, DISCORD_CLIENT_SECRET | Optional Discord login. |
ACADEMY_AGENT_ASSERTION_SECRET | Dedicated persistent random signing secret, at least 32 random bytes encoded as base64url. Enables the anonymous registration/claim profile; do not reuse other service credentials. |
ACADEMY_MCP_TRUSTED_IP_HEADER | Existing reverse-proxy IP policy; configure only with a verified trusted proxy. |
A personal call sends the real user Bearer plus X-Academy-Service-Authorization: Bearer to /api/academy/execute. Public calls send neither. Academy independently checks audience, scopes, revocation and blocking against the same database. The MCP and REST resources are distinct: https://mcp.studiomeyer.academy/mcp and https://studiomeyer.academy/v1.
npm run build
npm test npm run smoke:platform
npm run test:auth-db npm run test:migration-db npm run test:agent-identity-db npm run test:agent-protocol
The DB tests require exactly 127.0.0.1:3431/academy_rebuild and use synthetic example.com identities. They cover real transactions, restart, parallel redemption, refresh replay, narrowing, audience checks, revocation, browser binding and consent. Mail is replaced with a test transport. The SDK tests include a 52-operation index fixture imported from the actual Academy registry and real legacy-input normalization fixtures, with source hashes recorded in tests/root-fixture-provenance.json. They cover object-union credit results and personal zero-scope access. The SDK tests use a local mock Academy API; they do not claim a completed cross-repository integration or live deployment.
npm run smoke and npm run smoke:platform both run the current live-default/explicit-offline CLI harness. npm run smoke:legacy retains the older historical harness; its implicit-offline, all-authenticated hosted and API-key expectations describe the previous product.
The server code is MIT licensed. Content licensing comes from Academy's content/package metadata; this package does not establish new rights for Academy content.
Implementation details, integration evidence and deployment boundaries: agent platform contract.
The hosted service provides https://mcp.studiomeyer.academy/mcp?access=docs as an optional anonymous Streamable HTTP entry with exactly search and fetch. It does not change the existing ?access=free entry, personal OAuth entry or declared legacy aliases. Academy discovery adds docs_remote separately; public_remote continues to point at ?access=free.
Docs mode rejects every other tool name with the existing JSON-RPC -32602 / not_found error before execution. Search IDs can be passed to fetch, with the same public content/envelope as free mode. The existing three documentation resources remain available. Docs requests use the shared anonymous free/docs IP budget and never forward personal credentials.
The archived registry fixture contains 52 operations, 56 MCP names including aliases and 29 public tools. The live registry snapshot checked on 2026-11-01 contains 53 operations, 29 public names and 28 personal names. Runtime tools/list remains authoritative. No tool was removed or renamed; every output schema remains self-contained.