Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Persistent memory for AI agents: one brain shared across Claude, Cursor, Codex and more.
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.
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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.brainmemory.ai/mcpEjecuta esto en tu terminal
claude mcp add --transport http brain https://mcp.brainmemory.ai/mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"brain": {
"url": "https://mcp.brainmemory.ai/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": {
"brain": {
"type": "http",
"url": "https://mcp.brainmemory.ai/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://mcp.brainmemory.ai/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 6 nov 2026
Quien lo publicó (brainmemory.ai) no es el dueño del repo (omelas-tech); puede que otra persona lo haya listado
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 0 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 (0.4.0) llegó al registro hace 24 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.
The Brain Memory Claude connector — a remote MCP server that exposes the brain's scored recall to Claude (web / desktop / iOS / Cowork). Built with the official @modelcontextprotocol/sdk per Anthropic's build-mcp-server guidance. Design rationale lives in brain-cloud/docs/connector-architecture.md.
It lives in this repo (not the npm package — excluded from package.json files, like website/) so it reuses the real recall engine in ../src directly. One brain, one engine, two faces.
Deployed at `https://mcp.brainmemory.ai/mcp` (Node service on the VPS beside brain-cloud; systemd + nginx + certbot — see deploy/). Added at claude.ai and verified on Claude web + iPhone. Tools: brain_recall, brain_status (read) + brain_memorize, brain_pin, brain_unpin, brain_forget, brain_verify (write — writes sync back to brain-cloud; hosts gate them behind confirmation) + brain_use (switch between the account's brains).
Two things to know in production:
CONNECTOR_REFRESH_TTL_MS), so an active user never sees the login page. Each refresh also renews the Firebase credential server-side (securetoken API, from the refresh token captured at login) — so sync-back and TTL re-pulls keep working far past the old ~1 h Firebase ID-token window. Grants + the DCR client registry persist under CONNECTOR_STATE_DIR (systemd StateDirectory; Firebase refresh tokens encrypted at rest via CONNECTOR_STATE_KEY, our tokens stored hashed), so deploys/restarts no longer log users out. Local CLI memories (brain cloud push) reach an active session automatically via a TTL re-pull (CONNECTOR_REPULL_TTL_MS, default 120s) — it re-pulls only when the cloud checksum changed and never over an unsynced local write.npm test typechecks and proves the whole path end-to-end in one server — the complete OAuth 2.1 handshake through to real scored recall (token request is form-urlencoded, matching real clients):
① unauthenticated MCP call → 401 + WWW-Authenticate (RFC 9728)
② discovery → AS metadata (RFC 8414), PKCE S256 ③ Dynamic Client Registration (RFC 7591) ④ authorize → code (iss + state validated, RFC 9207) ⑤ token → audience-bound Bearer (PKCE verified, RFC 8707) ⑥ MCP initialize + tools/list → [brain_recall, brain_status, brain_use, brain_memorize, brain_pin, brain_unpin, brain_forget, brain_verify] (official SDK) ⑦ brain_recall(query) → the brain's REAL scored results (relevance + decayed strength + spreading activation), identical to the CLI
The engine bridge (src/engine.ts) runs the repo's bin/recall.js with BRAIN_DIR pointed at the authenticated user's brain working copy — so the connector's scoring is byte-for-byte the CLI's, with zero reimplementation. (BRAIN_DIR is the same override the CLI ships.)
npm install
npm test # end-to-end Phase 1 proof npm start # serve MCP on http://localhost:8788
| Tool | Kind | Description |
|---|---|---|
brain_recall | read (readOnlyHint) | Ranked recall for a query, scored by the brain engine. |
brain_status | read (readOnlyHint) | Memory count + last-updated for the user's brain, and the account's brains with the one in use marked active. |
brain_use | write (idempotentHint) | Switch which of the account's brains the connector serves, by name or id. Remembered across sessions; copies nothing between brains. |
brain_memorize | write (destructiveHint) | Store the explicit content provided (never the conversation); immediately recallable. |
brain_pin / brain_unpin | write (destructiveHint, idempotentHint) | Move a memory into or out of the always-present tier. |
brain_forget | write (destructiveHint) | Archive a memory (recoverable — moved to _archived/, not hard-deleted). |
brain_verify | write (destructiveHint) | List memories pending verification; approve them, or reject them into the archive. |
Writes reuse the deterministic CLIs (memorize.js / pin.js / unpin.js / forget.js) and then syncBack() to brain-cloud.
One brain ↔ one Google account. The connector has no idea which laptop you're on — it serves the brain belonging to whatever Firebase (Google) identity completes the sign-in. The verified uid maps deterministically to a brain user (resolveBrainUserId), and that user's canonical brain is pulled from brain-cloud: the brain the user chose with brain_use, or else the account's oldest. So the rule is simple: connect with the same Google account your CLI's `brain cloud` syncs to, and use the same brain (brain cloud brains shows which one the CLI is linked to).
To keep that rule from failing silently, ensureUserBrain returns an identity signal that the tools surface to you:
| Situation | identity.status | What you see |
|---|---|---|
| Account has no brain in Brain Cloud | no-cloud-brain | A note (in brain_status, and in brain_recall when it finds nothing) telling you this account is empty — most likely you signed in with the wrong Google account, or you're brand new. |
| Account has exactly one brain | ok | Nothing — the common, unambiguous case. |
| Account has several brains | multiple-brains | A note naming the brain in use. brain_status lists them all; brain_use switches, and the choice (kept with the OAuth state, per user) holds for later sessions. A chosen brain that is later deleted falls back to the oldest. |
This is *guidance, not enforcement* — a genuinely new user with no brain yet still gets a usable empty brain. Account-linking (letting one Google identity span several brains at once) is deliberately deferred; choosing one brain at a time is brain_use.
Two layers — both real now:
src/oauth.ts): authorize / token / register / metadata, PKCE S256, RFC 8707 audience binding, RFC 9207 iss. Tokens mint into src/auth.ts's store; the /mcp guard validates them (incl. audience).src/firebase.ts): /authorize bounces the user through Firebase login (the same project brain-cloud uses). The connector verifies the ID token server-side and secret-free — RS256 against Google's public certs, checking aud/iss/ exp — so it needs only the public project config, no service-account key. The verified uid maps to the brain user, then the OAuth code is minted.If FIREBASE_* env is not set, /authorize falls back to a fixed dev user (STUB:FIREBASE) so the headless test runs without a browser.
cp .env.example .env # fill in FIREBASE_API_KEY / AUTH_DOMAIN / PROJECT_ID
npm start # http://localhost:8788
Signing in through /authorize shows the branded consent/login page and, on success, resolves your verified firebase_uid → brain_user_id → brain_dir — which is how the connector picks whose brain to serve. (localhost is an authorized Firebase domain by default, so popup sign-in works locally.)
src/store.ts)ensureUserBrain({ userId, brainDir, idToken }) populates the user's brain working copy from a pluggable provider, then the engine recalls over it. Providers (via CONNECTOR_STORE, else inferred):
{brainID}.tar.gz from BRAIN_CLOUD_API_URL (default https://api.brainmemory.ai) using their Firebase ID token (brain-cloud's middleware accepts it directly), then tar xzf into brainDir. Refreshed at each login.brainDir → $DEV_LOCAL_BRAIN (your live ~/.brain), so your machine serves your real brain through the connector.Always graceful: if the brain is still missing, it empty-inits a valid (recall-safe) brain.
The brain-cloud provider speaks the store contract, so it works against any store that implements it, including a self-hosted brain-store. Sync-back is conditional (If-Match): if another device pushed first, the connector discards its working copy, starts again from the store's brain, re-applies the write and pushes again, so nobody's memories are overwritten.
src/identity.ts)Who is logging in, and what the connector presents to the store for them, sits behind one interface. Select with CONNECTOR_IDP:
FIREBASE_* is set) — Google sign-in. The store credential is the Firebase ID token, renewed from the Firebase refresh token.brain-store user add); the store decides who the user is. Requires BRAIN_CLOUD_API_URL to be set explicitly, so a token can never be sent to the hosted default by accident. Rotating or removing the user at the store ends their sessions at the next silent renewal./authorize sends the browser to the issuer (authorization code + PKCE + nonce) and the issuer returns it to /oidc/callback. The ID token is the store credential, renewed from the issuer's refresh token. Needs OIDC_ISSUER, OIDC_CLIENT_ID and an explicit BRAIN_CLOUD_API_URL. Token verification is the store's own (store/lib/oidc.js), so the two can never disagree about what a valid token is. An issuer outage answers 503 and keeps the login; a revocation ends it.With no provider configured the connector refuses to start in production. When the reverse proxy is not on loopback (another container, say), name it with CONNECTOR_TRUST_PROXY, for example uniquelocal; true is refused.
brain-cloud/docs/connector-architecture.md §7.