Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Live Academy learning and search. OAuth adds scoped personal tools. Explicit --offline snapshot.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
ACADEMY_BASE_URL, ACADEMY_OFFLINENecesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://mcp.studiomeyer.academy/mcpAbre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"academy": {
"command": "npx",
"args": [
"-y",
"mcp-academy"
],
"env": {
"ACADEMY_BASE_URL": "your-value",
"ACADEMY_OFFLINE": "your-value"
}
}
}
}Ejecuta esto en tu terminal
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-academyCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"academy": {
"url": "https://mcp.studiomeyer.academy/mcp"
}
}
}Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"academy": {
"command": "npx",
"args": [
"-y",
"mcp-academy"
],
"env": {
"ACADEMY_BASE_URL": "your-value",
"ACADEMY_OFFLINE": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"academy": {
"type": "http",
"url": "https://mcp.studiomeyer.academy/mcp"
}
}
}Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"academy": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"mcp-academy"
],
"env": {
"ACADEMY_BASE_URL": "your-value",
"ACADEMY_OFFLINE": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://mcp.studiomeyer.academy/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
ACADEMY_BASE_URL envACADEMY_OFFLINE envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
El servidor pide iniciar sesión antes de mostrar sus herramientas.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con el dominio studiomeyer.io (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 74 ms (HTTP 401)
Declara inicio de sesión con OAuth, así que tu app de IA puede llevarte a iniciar sesión
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 3 de 3 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.
El repo de GitHub cambió por última vez –, y la última versión (0.6.0) llegó al registro hace 5 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Context7, Codebase Memory, Exa
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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.