cd /news/ai-agents/openrecall-a-unified-zero-knowledge-… · home › topics › ai-agents › article
[ARTICLE · art-163014] src=github.com ↗ pub= topic=ai-agents verified=true sentiment=↑ positive

Openrecall a unified zero knowledge proof memory for SI agents

Twigpine released OpenRecall, an open-source memory layer that gives AI coding agents including Claude Code, Codex, Cursor, Zero and OpenClaude a shared, encrypted store of preferences, project decisions and durable notes through a single MCP interface. Memory is encrypted on the user's machine and the local store or sync server holds only ciphertext; the MCP server must run wherever the passphrase lives, and Twigpine warns that "Zero-knowledge means no recovery" because the passphrase in ~/.openrecall/config.json is the only key. OpenRecall installs via `npm i -g @twigpine/openrecall` on Node 24.22.1+, runs in local mode with no server, and can be self-hosted with `openrecall serve` or a Docker image to sync the same memory across machines or a team.

read9 min views4 publishedNov 3, 2026
Openrecall a unified zero knowledge proof memory for SI agents
Image: Michielbdejong (auto-discovered)

Persistent context for your whole agent stack.

Open source. Local by default. Encrypted before storage.

Quick start · Project memory · Agent setup · Self-host · Security · Community

Switch agents. Come back to a project next week. Keep the useful context.

OpenRecall is the memory layer for your agents: shared preferences, project decisions, and durable notes that Claude Code, Codex, Cursor, Zero, OpenClaude, and your own agents can reuse. Memory is encrypted on your machine; the local store or sync server holds ciphertext. Start locally, then self-host when you want the same memory on more than one machine.

Built by Twigpine, alongside Zero and OpenClaude.

What you need What OpenRecall gives you
Context that survives a new session Durable notes your connected agents can recall and update
Preferences shared across tools One MCP memory interface for every connected agent
Projects that stay organized Discoverable project scopes, with shared preferences recalled alongside project facts
Control over your data Encryption on your machine, with local storage or a server you run
A small first step Install, initialize, connect your agents; local mode needs no server
Memory worth keeping A shared agent guide for recall, deduplication, and pruning, plus a scanner that blocks likely secrets
npm i -g @twigpine/openrecall     # Node 24.22.1+
openrecall init                   # one passphrase, kept owner-only in ~/.openrecall
openrecall setup all --write      # connect every agent found on this machine
openrecall status                 # check the config and the store

Restart your agents and they share one memory. No server is involved: this is local mode. setup without --write is a dry run that prints every change first; where an agent has its own mcp add, that is what it uses, and any JSON file it edits is backed up. Per-agent notes, including Zero's sandbox and the Claude Code / OpenClaude plugin, are in docs/agents.md.

Zero-knowledge means no recovery. The passphrase in ~/.openrecall/config.json is the only key to your memory. Back that file up; nobody, including the host, can recover it.

You run Good for
Local npm i -g @twigpine/openrecall , theninit andsetup one machine, every agent on it, no server
Server openrecall serve , or the Docker image the same memory on every machine, or a team
Library import { OpenRecallClient } from '@twigpine/openrecall' agents you write yourself

One rule ties them together: the MCP server runs wherever the passphrase is. Recall ranks over plaintext after decryption, so it has to run on your machine. A server only stores and syncs ciphertext; it is what makes memory follow you across machines, never a place that can read it.

openrecall setup covers Claude Code, Zero, OpenClaude, Codex, Cursor, Gemini CLI, opencode, Windsurf, Claude Desktop, and VS Code. For anything else that speaks MCP, register a stdio server. The agent's config holds no secrets:

{
  "mcpServers": {
    "openrecall": { "command": "npx", "args": ["-y", "@twigpine/openrecall", "mcp"] }
  }
}

Claude Code and OpenClaude can install the plugin instead, which bundles the MCP server and the memory skill:

/plugin install openrecall --marketplace Twigpine/openrecall
Tool Purpose
memory_save(key, content) persist a durable fact
memory_recall(query) rank stored memories by relevance (locally) and return the matching part of each
memory_search(query) literal keyword or substring search
memory_get(key) read one entry in full
memory_list() list entry keys
memory_delete(key) remove an entry
memory_project(project) register or reopen a stable project memory scope
memory_projects(limit?, offset?) discover projects in the encrypted directory

Project tools and multi-namespace recall need 0.2.1 or later.

Keep standing preferences and general feedback in your configured shared namespace. Keep project decisions and references in a separate project scope. The agent can discover and reuse those scopes:

  1. memory_projects() lists known project IDs and their namespaces (20 per page; useoffset for more).
  2. memory_project(project: "github.com/twigpine/openrecall") registers or reopens that ID and returns its project namespace and the shared namespace. Use the samehost/owner/repo ID across agents and machines; IDs are case-insensitive and ignore a trailing.git .
  3. memory_recall acceptsnamespaces: [shared, project] to rank both scopes together with one result limit and size cap. Every hit names its source namespace. Include only the projects relevant to the task.

Pass the returned namespace explicitly to memory_save, memory_get, memory_list, memory_search, and memory_delete. Opening a project does not change defaults or move existing memories. Existing shared memories remain available, and callers that use a single namespace keep their current behavior. Project IDs live in the encrypted directory; their namespaces use hashed IDs.

Tools alone do not make an agent use memory well; it also needs the discipline to recall before answering, save only durable facts, and never duplicate. That lives in one place, skills/openrecall-memory/SKILL.md. setup installs it where an agent loads skills, and the MCP server exposes the same text as its memory_guide prompt and in its startup instructions, so every client gets it.

A server lets several machines share one memory. Install Bun and ensure bun is on your PATH. The npm-installed openrecall serve launches Bun automatically; everything else in the package runs on Node. For local memory on one machine, use init and setup from the quick start above.

npm i -g @twigpine/openrecall
export STATIC_API_KEYS="me:$(openssl rand -hex 24)"   # owner:key, note the key
STORE=fs DATA_DIR=./data openrecall serve

openrecall init --url https://memory.example.com --api-key <key> --namespace user:me

Each API key owns the user:<owner> namespace subtree. For many users, use the Supabase key table in migrations/ instead of static keys. ALLOW_UNAUTHENTICATED=true skips auth entirely, for a server bound to localhost only. A Docker image (ghcr.io/twigpine/openrecall) and a fly.toml are included; configuration is in .env.example. What lands on the server is ciphertext: grep its data directory for any plaintext and you will find nothing.

import { OpenRecallClient } from '@twigpine/openrecall'

const memory = new OpenRecallClient({
  url: 'https://memory.example.com',            // your server
  apiKey: process.env.OPENRECALL_API_KEY,
  passphrase: process.env.OPENRECALL_PASSPHRASE, // never leaves this process
})

await memory.push('user:me', { 'MEMORY.md': '# what I know about the user' })
const { entries } = await memory.pull('user:me')

The entry points (@twigpine/openrecall, /crypto, /secretscan) ship as plain ESM with type declarations, for Node 24+, Bun, or any bundler. An agent that only needs memory tools is better served by the MCP server; the library is for code that wants the sync protocol itself.

agent (Claude Code · Zero · OpenClaude · Codex · Cursor · …)
   │   MCP tools: plaintext in, plaintext out
   ▼  openrecall mcp — runs on your machine, holds the passphrase
   │  [ client/crypto.ts — encrypt with a key derived from your passphrase ]
   │   ciphertext
   ▼
local store (~/.openrecall/data)   or   openrecall server (crypto-blind)
                                            ▼
                                  BlobStore: fs | s3 (Tigris/R2/AWS)
  • Encryption. AES-256-GCM withkey = scrypt(passphrase, salt = sha256("openrecall:" + namespace)) .
  • Integrity. The entry key is GCM additional authenticated data, so a blob is bound to its key and cannot be swapped or replayed.
  • Determinism. A synthetic-IV nonce enables delta sync; the only leak is whether two entries are byte-identical.
  • Key custody. The passphrase lives only in~/.openrecall/config.json (mode 0600) or your environment, and only the local MCP/CLI process reads it. Agent configs never contain it.
  • Defense in depth. The client-side secret scanner runs before encryption and blocks saves containing live-looking credentials by default (OPENRECALL_SCAN=warn|off to relax it).
  • Tenancy. Each API key maps to an owner who controls exactly their ownuser:<owner> subtree, with per-account quotas and per-owner rate limits enforced server-side.
  • Upgrade path. A version byte on every blob allows a move to XChaCha20-Poly1305 and Argon2id without breaking existing data.

Report vulnerabilities privately; see SECURITY.md for the process and the threat model.

All bodies are ciphertext; the server validates sizes and hashes without decrypting anything.

Method Route Purpose
GET /health liveness
GET /api/memory/:ns full data (ciphertext entries + checksums)
GET /api/memory/:ns?view=hashes per-key checksums only, for delta sync
PUT /api/memory/:ns delta upsert { entries, deletions?, base? }
DELETE /api/memory/:ns?key=<entryKey>[&base=sha256:<hex>] remove one entry

A namespace (user:me, repo:owner/name, agent:intern) is the unit of scoping, and entry keys mirror a memory directory (MEMORY.md, feedback/x.md). The hashes view also reports supports (capabilities a client can rely on) and erasure (whether this deployment's store really removes bytes on delete).

base is an optional per-entry precondition: the ciphertext hash the caller believes a key holds, or null for "should not exist". A disagreement is refused with 409 stale_base_version and a details.conflicts map naming what each key actually holds; omitting base writes unconditionally. A namespace whose manifest cannot be parsed answers 503 manifest_unreadable rather than appearing empty.

  • Client (CLI and MCP server):~/.openrecall/config.json , written byopenrecall init , holdsurl (local or a server URL),apiKey ,passphrase ,namespace , andscan (block |warn |off ).OPENRECALL_URL ,OPENRECALL_API_KEY ,OPENRECALL_PASSPHRASE ,OPENRECALL_NAMESPACE , andOPENRECALL_SCAN override it;OPENRECALL_HOME moves the whole directory.
  • Server:.env.example documents STORE (fs |s3 ),ALLOW_UNAUTHENTICATED ,STATIC_API_KEYS or Supabase auth, and the per-namespace and per-account limits.

Beta. @twigpine/openrecall 0.2.1 is on npm, published from CI with provenance. The crypto-blind server, client crypto, CLI, local mode, MCP server, agent setup, secret scanner, quotas, and rate limiting are implemented and covered by bun test, including real MCP sessions over stdio under both Bun and Node and an install of the packed package under Node. Next: the hosted beta at memory.twigpine.com and a self-service console for API keys. See ROADMAP.md.

bun install
bun run build       # dist/openrecall.js (the Node CLI) and dist/client/ (the library)
bun test            # the suite; build first so the Node bundle and package tests run
bun run type-check  # tsc --noEmit
bun run check       # biome lint + format

The codebase splits along the trust boundary:

client/    the zero-knowledge client — encrypts here; holds the key
src/       the crypto-blind server — only ever sees ciphertext
src/cli/   client settings, local mode, and `openrecall setup`
src/mcp/   the MCP server (memory tools) over the client
bin/       the CLI (init | setup | status | push | pull | mcp | serve)
skills/    the openrecall-memory skill, shared by every agent

The cardinal rule: plaintext, passphrases, and derived keys never reach the server. A test walks the import graph to enforce it. See CONTRIBUTING.md for the full guide.

Issues and PRs welcome. For larger changes, open an issue first so the scope is clear. See CONTRIBUTING.md for the dev setup, design principles, Conventional Commits, and DCO sign-off, and our Code of Conduct.

Released under the MIT License. Contributions are accepted under the same license.

The logo and brand assets are included as editable SVGs.

── more in #ai-agents 4 stories · sorted by recency
── more on @twigpine 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
→ Live at https://your-agent.zahid.host ✓
Get free account → Pricing
from €0/mo · no card required
LIVE [news/openrecall-a-unified…] indexed:0 read:9min 2026-11-03 · —