Brain Memory

ai.brainmemoryPublished by brainmemory.aiOfficial publisherv0.5.1Updated Nov 7, 2026

Persistent memory for AI agents: one brain shared across Claude, Cursor, Codex and more.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryAI & ML

Overview

AI-generated overview

Remote MCP server giving AI assistants a persistent, scored memory brain shared across Claude, Cursor, Codex and other clients.

What you can do
  • Recall ranked memories for a query, scored by the brain engine
  • Check memory count, last update and which of the account's brains is active
  • Store explicit content as new memories, and pin or unpin them into an always-present tier
  • Archive memories and review pending ones by approving or rejecting them
  • Switch which brain of the account the connector serves
When to use it
Useful when you want an assistant to remember facts, notes or decisions across sessions and across different MCP clients, rather than starting from scratch each conversation. It suits users who already keep a brain in Brain Cloud and want the same memories available in Claude web, desktop or mobile.
Requirements
A remote endpoint reached over streamable HTTP; no local package. Sign-in is OAuth 2.1 with a Google (Firebase) account, and the brain must belong to that same account. The account needs a brain in Brain Cloud, or an empty one is created.
Before you install
Sign-in ties the connector to one Google identity, and it serves that account's brain, so signing in with the wrong account shows an empty or unexpected brain. Write tools store, pin, archive and approve memories and sync changes back to Brain Cloud, so assistant-initiated writes change stored data; hosts gate them behind confirmation. Memories are pulled from and pushed to the Brain Cloud service.

Installation

In SourceWeft

  1. Open Brain Memory in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.brainmemory%2Fbrain/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "brain-memory": {
      "type": "http",
      "url": "https://mcp.brainmemory.ai/mcp"
    }
  }
}

README

brain-connector

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.

Status: 🟢 LIVE IN PRODUCTION — Phase 1 + 2 (read + write)

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:

  • One brain ↔ one Google account — the connector serves the brain of whatever Firebase (Google) identity signs in, so the brain must be pushed to that brain-cloud account. See Identity & accounts below for how the connector now surfaces a wrong / empty / multi-brain account instead of silently serving a phantom brain.
  • Sessions renew silently for ~a month — access tokens live 1 h, but the token endpoint issues rotating refresh tokens (OAuth 2.1: single-use, family-revoked on reuse) with a sliding 30-day window (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 S256③ 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

How recall stays 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.)

Run / test

bash
npm installnpm test          # end-to-end Phase 1 proofnpm start         # serve MCP on http://localhost:8788

Tools

ToolKindDescription
brain_recallread (readOnlyHint)Ranked recall for a query, scored by the brain engine.
brain_statusread (readOnlyHint)Memory count + last-updated for the user's brain, and the account's brains with the one in use marked active.
brain_usewrite (idempotentHint)Switch which of the account's brains the connector serves, by name or id. Remembered across sessions; copies nothing between brains.
brain_memorizewrite (destructiveHint)Store the explicit content provided (never the conversation); immediately recallable.
brain_pin / brain_unpinwrite (destructiveHint, idempotentHint)Move a memory into or out of the always-present tier.
brain_forgetwrite (destructiveHint)Archive a memory (recoverable — moved to _archived/, not hard-deleted).
brain_verifywrite (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.

Identity & accounts

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:

Situationidentity.statusWhat you see
Account has no brain in Brain Cloudno-cloud-brainA 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 brainokNothing — the common, unambiguous case.
Account has several brainsmultiple-brainsA 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.

Auth

Two layers — both real now:

  1. OAuth 2.1 between Claude and the connector (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).
  2. Who is the human (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.

See the Firebase login work (demo)

bash
cp .env.example .env      # fill in FIREBASE_API_KEY / AUTH_DOMAIN / PROJECT_IDnpm start                 # http://localhost:8788# then connect an MCP client (e.g. Claude) to http://localhost:8788/mcp —# the OAuth flow opens the branded Google sign-in page from /authorize

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.)

Per-user store (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):

  • brain-cloud (production) — pulls the user's {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.
  • local (dev) — symlinks brainDir → $DEV_LOCAL_BRAIN (your live ~/.brain), so your machine serves your real brain through the connector.
  • none — assume pre-provisioned (tests).

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.

Identity providers (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 (the default when FIREBASE_* is set) — Google sign-in. The store credential is the Firebase ID token, renewed from the Firebase refresh token.

  • static — for a self-hosted store. The sign-in page takes the token the store's operator issued (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.

  • oidc — for a self-hosted store that accepts your organisation's OpenID Connect issuer (Entra, Google Workspace, Keycloak, Okta). /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.

Next

  • Account-linking — let one user span several brains at once (recall across them), rather than serving one chosen brain at a time. See Identity & accounts.
  • Directory submission — remaining manual steps (test account, MCPB packaging, launch post); see the submission checklist in brain-cloud/docs/connector-architecture.md §7.

Source: connector/README.md at commit 0bc6371

Tools

0
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Version history

2
  1. v0.5.1LatestNov 7, 2026
  2. v0.4.0Oct 13, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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