Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Your reviewed knowledge, across AI conversations.
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.
Necesitas
¿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://www.memostem.com/api/mcpEjecuta esto en tu terminal
claude mcp add --transport http memostem https://www.memostem.com/api/mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"memostem": {
"url": "https://www.memostem.com/api/mcp"
}
}
}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": {
"memostem": {
"type": "http",
"url": "https://www.memostem.com/api/mcp"
}
}
}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://www.memostem.com/api/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.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
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 la cuenta de GitHub girapphe, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
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 1 de 1 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.
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (0.6.3) llegó al registro hace 22 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.
Your reviewed knowledge, across AI conversations.
Let a connected AI reuse your private, confirmed knowledge or notice knowledge worth keeping as the conversation unfolds. New material becomes a private draft only after you confirm—without uploading the whole conversation or publishing anything automatically.
Use MemoStem · Connection guide · Privacy · Terms · Support · Security · Contact
This public repository is the official distribution source for MemoStem's chat-host skills, plugin packages, and hosted remote MCP connection metadata. ChatGPT, Claude, Kimi, Gemini and Grok are the primary channels; Codex and Claude Code are compatible secondary channels. The MemoStem application and server implementation remain private. Distributable manifests, skills, examples, and documentation have no mirrored authoring copy in that private repository.
Select an explanation in ChatGPT and keep it in a private guest shelf. Connect your account to move it into private pending review, then review and approve it in MemoStem. Then ask Claude or another connected host to find that knowledge. Sign in to the same MemoStem account in each host; no host gets access to another host's conversation history.
| Intent | English | 한국어 |
|---|---|---|
| Save | Save this explanation of EUV lithography as one atomic memo draft. | 방금 설명한 EUV 노광 원리를 메모 초안 하나로 저장해 줘. |
| Retrieve | Find my approved MemoStem knowledge about EUV. | MemoStem에서 내가 승인한 EUV 지식을 찾아줘. |
| Select | Show candidates from the concepts we just discussed. | 방금 이야기한 개념 중 저장할 후보를 보여줘. |
Use ordinary requests in the host where MemoStem is installed. The skill routes by your intent; opening MemoStem alone does not save anything.
| What you want | Try saying | What should happen |
|---|---|---|
| Choose what to keep | “방금 설명한 개념 중 저장할 후보를 보여줘.” | Preview candidates, then save only your selection. |
| Save a named idea | “삼투압 원리를 메모 초안 하나로 저장해 줘.” | Save the selected idea once; no repeated consent question. |
| Reuse reviewed knowledge | “내가 승인한 EUV 지식으로 이번 질문에 답해 줘.” | Search your active confirmed knowledge and identify the sources used. |
| Practice in this chat | “내가 승인한 EUV 지식으로 한 문제씩 퀴즈를 내 줘.” | Retrieve the selected knowledge, ask one question at a time, and keep the exercise in chat. |
| Propose an improvement | “기존 삼투압 메모에 이 설명을 보완하는 초안을 만들어 줘.” | Prepare a complete pending proposal for your review. |
| Check a previous save | “방금 만든 초안이 아직 검토 대기인지 확인해 줘.” | Check the known batch when status permission is available. |
An in-chat quiz does not enroll knowledge in MemoStem practice or record a practice result. A proposed improvement takes effect only after you review it in MemoStem. On a failed or uncertain save, the skill preserves the original request identity so retrying does not intentionally create another copy.
The packaged skill's main file covers what is worth keeping and how to write it, plus every consent rule. It includes focused guides for capture and selection, connection and onboarding, the guest shelf, retrieval and study, and recovery and status. They are loaded when the request needs them. The OpenAI portal ZIP ships the same guides.
The packages ship no lifecycle hooks. The Claude plugin directory accepts command hooks only from Verified organizations, so the earlier SessionStart reminder was removed; the memostem skill carries the same consent and retrieval rules on every host.
In an MCP Apps-capable host with a connected account, check candidates and click Add. That click creates only the selected private pending drafts; no second chat confirmation is needed. If the host shows a text list instead, reply with the candidates to keep. Then open Candidate Inbox to read, edit, and approve them. Previewing or adding drafts does not approve knowledge or enroll it in practice. The picker UI is served by the hosted MCP server; see the MCP Apps contract and host requirements.
See card examples and review steps.
The production Streamable HTTP MCP endpoint is:
https://www.memostem.com/api/mcp
Open the MemoStem listing in ChatGPT Plugins.
The OpenAI plugin portal takes a plugin ZIP; the MCP server is connected separately (With MCP, Universal, URL above), not imported from the ZIP. Build the ZIP from the memostem package with npm run package:portal. It contains the single memostem skill, assets/, and a root plugin.json with the OpenAI interface metadata, and omits hooks/, .app.json, .claude-plugin/, .codex-plugin/, and .mcp.json. The portal rescans the connected MCP server daily and offers a manual Rescan. Plugins with lifecycle hooks and packages with apps/.app.json cannot currently be submitted, which is why the ZIP is staged from plugins/memostem without them. Sources checked 2026-10-15: Build plugins and Submit a plugin. Whether the portal needs a root mcp.json or shows a Desktop-only label for a ZIP is not yet confirmed; --with-mcp-json builds the variant that includes it. A new version of an existing portal listing must carry that listing's plugin ID as its manifest name: pass it with npm run package:portal -- --name= . The ID is shown only in the portal and is not committed here; the source plugins/memostem/plugin.json keeps name: "memostem" for every other channel. The OpenAI listing copy for that ZIP lives in contracts/openai-portal-interface.json. The public MemoStem connection page explains the privacy boundary and points signed-in users to the in-product setup guide. MemoStem uses mixed, lazy authentication. Guest capture needs no account; claiming the shelf or using protected tools starts OAuth. New ChatGPT connections request openid, knowledge:drafts:create, knowledge:context:read, and knowledge:drafts:status. Existing grants are not upgraded automatically; disconnect and reconnect, or consent again, to add read access. openid is used only for identity; the defaults exclude profile, email, metadata scopes, and offline_access. GitHub publication alone does not list or activate a ChatGPT plugin.
Find MemoStem in the Claude Connectors Directory.
Add the same endpoint as a custom connector in Claude and complete MemoStem OAuth. Claude can also load the Git marketplace below for Claude Code and compatible plugin surfaces.
When a directory listing URL changes as part of a plugin release, update this README and the application’s shared provider-link map at packages/shared/src/ai-provider-links.ts in the private app repository, then run both repositories’ document and plugin checks. A package version change alone does not change the directory URL; keep the public listing identity and install destinations in sync when a provider supplies a new link.
Import this repository with Kimi Work's Plugin Builder, install from Personal, and complete OAuth. Review the converted skill and MCP settings before use. See the Kimi guide. Marketplace approval is separate.
Use Gemini Apps → Connected Apps → Custom apps with the same MCP endpoint. Current access conditions include US location, age 18+, a personal account, English and Keep Activity enabled. See the Gemini guide.
Use Grok's Connectors → New Connector → Custom and complete authentication. See the Grok guide; this is the general-chat connector.
A custom MCP connection exposes server tools and instructions; it does not install this repository's SKILL.md. Plugin loading and proactive suggestions depend on the host. Channel availability requires actual account verification.
See the MCP connection guide for provider-specific setup and server-side OpenAI API usage.
MCP clients receive guidance to make one brief save offer at a natural stopping point when the current conversation produces independently teachable general knowledge: a concept, mechanism, general procedure, comparison, evidence-backed claim, knowledge question, historical event, or language expression. The installable plugin also includes an implicitly discoverable memostem skill with the same behavior.
The offer sends nothing and is not consent. The client may call a creation tool only after a clear affirmative reply to that specific proposal or a direct request identifying the current-conversation material. Before account connection, that selection goes to the private guest shelf; after OAuth it becomes an owner-scoped private pending draft. It must not repeat a declined topic or propose sensitive, secret, credential, or do-not-retain material. AI hosts decide whether and when to surface MCP instructions, so a connection cannot guarantee an offer in every client.
Personal or company decisions, product policies, preferences, plans, tasks, meeting outcomes, and autobiographical facts are outside this capture contract. A direct request to save named eligible material already provides consent; the assistant should verify the connection and create the requested drafts. When MemoStem is explicitly invoked without named material and the current conversation has no eligible candidate, the installed skill may apply the same candidate, consent and d
Solo se muestra el principio; lee el resto en el repo