memorix
Memory server
First committed by AVIDS2
Published in AVIDS2/memorix. Publisher page
926 GitHub stars
What it is
Local-first shared memory layer for AI coding agents across MCP clients, Git history, reasoning context, and project sessions.
Summary from the brain’s metadata
Local-first shared memory layer for AI coding agents across MCP clients, Git history, reasoning context, and project sessions. One project memory system for Claude Code, Codex, CodeBuddy Code, Cursor, Windsurf, Copilot, Gemini CLI, OpenCode, Grok Build, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Kiro, Antigravity, Trae, DeepSeek Harness, WorkBuddy, and any MCP-capable agent.
How it works
Memory model: Hybrid
AutoGineer overview, from the brain’s own files
Memory model: Hybrid. Folders: .github (agent config, 3 files); .windsurf (agent config, 2 files); assets (attachments, 32 files); docs (docs, 65 files); examples (examples, 4 files); packages (source code, 836 files); scripts (scripts, 18 files); src (source code, 382 files). The agent writes CLAUDE.md.
| Folder | Role | Files |
|---|---|---|
| .github | agent-config | 3 |
| .windsurf | agent-config | 2 |
| assets | attachments | 32 |
| docs | docs | 65 |
| examples | examples | 4 |
| packages | source-code | 836 |
| scripts | scripts | 18 |
| src | source-code | 382 |
| tests | tests | 376 |
| .codegraph | folder | 1 |
| .opencode | folder | 1 |
| .trae | folder | 1 |
| articles | folder | 5 |
| plugins | folder | 64 |
| stubs | folder | 1 |
The agent writes
- CLAUDE.md evidence: README.md
Requirements
Apps: Docker
Runtimes: Node.js >=22.18.0, Bun
Databases: LanceDB, PostgreSQL, SQLite
API keys (by name): ANTHROPIC_API_KEY, API_ROUTE_API_KEY, ATLASCLOUD_API_KEY, CHEAPER_INFERENCE_API_KEY, GROQ_API_KEY, MEMORIX_API_KEY, MEMORIX_EMBEDDING_API_KEY, MEMORIX_HTTP_AUTH_TOKEN, MEMORIX_LLM_API_KEY, MEMORIX_RERANK_API_KEY, MINIMAX_API_KEY, MINIMAX_CN_API_KEY, OPENAI_API_KEY, OPENROUTER_API_KEY, REQUESTY_API_KEY, RUNCRATE_API_KEY
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Google Antigravity, Kiro, OpenCode, Amp, Roo Code, Cline, JetBrains Junie, Devin (ex-Windsurf)
Set it up
This brain runs code automatically: 20 hooks (claude-code, codex). Review plugins/claude/memorix/hooks/hooks.json, plugins/codebuddy/memorix/hooks/hooks.json, plugins/codex/memorix/hooks/hooks.json, plugins/copilot/memorix/hooks/hooks.json before opening the folder in Claude Code. No step below turns a hook on for you.
plugins/claude/memorix/hooks/hooks.json:memorix hookplugins/claude/memorix/hooks/hooks.json:memorix hookplugins/claude/memorix/hooks/hooks.json:memorix hookplugins/claude/memorix/hooks/hooks.json:memorix hookplugins/claude/memorix/hooks/hooks.json:memorix hookplugins/codebuddy/memorix/hooks/hooks.json:memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json:memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json:memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json:memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json:memorix hook --agent codebuddyplugins/codex/memorix/hooks/hooks.json:memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json:memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json:memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json:memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json:memorix hook --agent codexplugins/copilot/memorix/hooks/hooks.json:memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json:memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json:memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json:memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json:memorix hook --agent copilot
- Not scanned by AutoGineerAutoGineer could not scan everything it runs. https://www.npmjs.com/package/memorix
First committed by AVIDS2. Published in AVIDS2/memorix. Licence: Apache License 2.0.
Usage
AutoGineer’s guidance for this type of brain
Add the server to your AI tool’s MCP configuration (see Set it up); your agent then stores and recalls memories through its tools.
Documentation by AVIDS2
<p align="center"> <img src="https://raw.githubusercontent.com/AVIDS2/memorix/main/assets/readme-hero.svg" alt="Memorix" width="720"> </p>
<h1 align="center">Memorix</h1>
<p align="center"> <strong>Local-first shared memory layer for AI coding agents.</strong><br> One project memory system for Claude Code, Codex, CodeBuddy Code, Cursor, Windsurf, Copilot, Gemini CLI, OpenCode, Grok Build, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Kiro, Antigravity, Trae, DeepSeek Harness, WorkBuddy, and any MCP-capable agent. </p>
<p align="center"> <a href="https://www.npmjs.com/package/memorix"><img src="https://img.shields.io/npm/v/memorix.svg?style=for-the-badge&logo=npm&color=cb3837" alt="npm"></a> <a href="https://www.npmjs.com/package/memorix"><img src="https://img.shields.io/npm/dm/memorix.svg?style=for-the-badge&logo=npm&label=monthly%20downloads&color=7c3aed" alt="monthly downloads"></a> <a href="https://github.com/AVIDS2/memorix/actions/workflows/ci.yml"><img src="https://img.shields.io/github/actions/workflow/status/AVIDS2/memorix/ci.yml?style=for-the-badge&label=CI&logo=github" alt="CI"></a> <a href="LICENSE"><img src="https://img.shields.io/badge/license-Apache%202.0-2563eb?style=for-the-badge" alt="license"></a> <a href="https://github.com/AVIDS2/memorix"><img src="https://img.shields.io/github/stars/AVIDS2/memorix?style=for-the-badge&logo=github&color=facc15" alt="stars"></a> </p>
<p align="center"> <a href="https://registry.modelcontextprotocol.io/?q=io.github.AVIDS2%2Fmemorix">Listed in the official MCP Registry</a> <br> <a href="https://mcptoplist.com/server/io.github.AVIDS2%2Fmemorix"><img src="https://mcptoplist.com/badge/io.github.AVIDS2%2Fmemorix.svg" alt="View Memorix on MCP Toplist"></a> </p>
<p align="center"> <strong>Shared Project Memory</strong> | <strong>MCP</strong> | <strong>Git Memory</strong> | <strong>Reasoning Memory</strong> | <strong>Plugins</strong> | <strong>Orchestration</strong> </p>
<p align="center"> <a href="https://mem.rglens.com">Website</a> | <a href="README.zh-CN.md">Chinese</a> | <a href="#install">Install</a> | <a href="#capabilities">Capabilities</a> | <a href="#works-with-your-agent">Agents</a> | <a href="#quick-start">Quick Start</a> | <a href="#memory-model">Memory Model</a> | <a href="#memcode-bundled-terminal-agent">memcode</a> | <a href="ACTIVE_WORK.md">Active Work</a> | <a href="#docs">Docs</a> </p>
Maintainer status and the current public work boundary live in ACTIVE_WORK.md. It is the repository's single living work tracker.
<h2 id="what-memorix-is"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-overview.svg"><img src="assets/tags/section-overview.svg" alt="Memorix" height="32" /></picture></h2>
Memorix gives the AI coding agents you already use a shared, searchable project memory that survives new chats, IDE switches, terminal sessions, and handoffs. The memory lives under the Git project, not inside one chat window or one tool.
Use Claude Code today, Codex tomorrow, and Cursor in the afternoon. The agent can change; the project memory stays the same.
Use Memorix when you keep re-explaining the same project to a new agent session: the last session already figured something out, another IDE cannot see it, or a design decision is buried in a chat you cannot find anymore.
| Problem | What Memorix adds |
|---|---|
| The next session forgets what the last session learned | Project-scoped memory, session summaries, timelines, and detail retrieval |
| Different agents know different things | One local memory pool available through MCP, hooks, CLI, SDK, and the bundled terminal agent |
| Git records what changed, but agents cannot recall it well | Git Memory turns commits into searchable engineering facts |
| Architecture decisions disappear into old chats | Reasoning Memory stores why choices were made, with alternatives and trade-offs |
| Static rule files drift | Gotchas, fixes, and project skills evolve from real work |
| Parallel agent work gets messy | memorix orchestrate coordinates task context, handoffs, locks, verification, and review loops |
Memorix is local-first. SQLite is the canonical store. Small projects use the in-process Orama path; larger projects use a persistent SQLite FTS5 candidate index and, when available, an optional local LanceDB semantic shadow index. Both indexes are rebuildable and are never a limit on how many durable memories you can keep. LLM-backed formation and embedding remain optional.
Capabilities
Memorix is more than a memory store. It also installs agent integrations, keeps useful work events, turns commits into project facts, exposes a local control plane, and can coordinate multi-agent work when a task needs it.
| Capability | What it does | Entry point |
|---|---|---|
| Memory Autopilot | A bounded task Workset with start files, current memory, source-backed knowledge, workflow starts, cautions, and verification. Compact JSON receipts keep fallback CLI use bounded too. | memorix context "..." --brief-json, memorix resume "..." --brief-json, memorix_project_context |
| Observation Memory | Searchable facts, fixes, gotchas, session summaries, and implementation notes scoped to the current Git project | memorix memory, MCP memory tools |
| Curated Long-term Memory | Deliberately reviewed episodic, semantic, and procedural memory with source evidence. Only an explicitly portable user item can cross local projects | memorix memory long-term |
| Code State and Code Memory | Versioned local code snapshots, source-backed TypeScript/JavaScript symbols and relations, file/symbol links, and freshness checks. Other languages keep the honest Lite fallback; an already-indexed local CodeGraph or SCIP result can add a bounded external outline without taking over the local index. | memorix codegraph status|refresh|init|sync, automatic context refresh |
| Git Memory | Commit-derived engineering facts that answer what changed, where, and why it matters | memorix ingest commit, git hook |
| Reasoning Memory | Design rationale, alternatives, trade-offs, and risks that should survive beyond one chat | memorix reasoning, memory formation |
| Knowledge Workspace | Review-gated source-backed claims, Markdown pages, and canonical project workflows; proposals never overwrite reviewed pages silently | memorix knowledge, memorix knowledge workflow |
| Agent setup | One setup path for MCP, rules, hooks, skills, plugins, bundles, or extensions depending on the agent | memorix setup --agent <agent> |
| Agent doctor | Checks whether agent MCP config and guidance are current, then repairs Memorix-owned entries when needed | memorix doctor agents, memorix repair agents |
| Hooks and skills | Optional capture from supported agents, plus reusable project skills promoted from durable knowledge | memorix hooks, memorix skills |
| Dashboard and HTTP | A local web UI and shared MCP endpoint for browsing memory, project state, teams, diagnostics, and preview-first cleanup, consolidation, deduplication, and retention actions | memorix dashboard, memorix background start |
| Orchestration and team work | Task planning, worker handoffs, file locks, messages, verification gates, and review loops | memorix orchestrate, memorix team, memorix lock |
| memcode | A bundled terminal coding agent that already reads and writes the same project memory | memorix, memcode |
| CLI and SDK | Scriptable access for automation, imports/exports, diagnostics, and custom integrations | memorix ..., createMemoryClient() |
| Optional multi-device sync | Privacy-filtered observation events with local SQLite kept canonical; default project scope, optional --scope user for every local project; GitHub JSONL, filesystem, S3, or Postgres relay | memorix sync store status|push|pull |
<h2 id="works-with-your-agent"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-agents.svg"><img src="assets/tags/section-agents.svg" alt="Works with every agent" height="32" /></picture></h2>
Memorix connects through the interfaces each agent already supports: plugin packages, MCP, project rules, hooks, skills, or the bundled terminal agent. memorix setup chooses the right setup for each agent and keeps stdio MCP as the default transport.
<table> <tr> <td align="center" width="12.5%"> <a href="https://claude.com/product/claude-code"><img src="https://github.com/anthropics.png?size=120" alt="Claude Code" width="48" height="48"></a><br> <strong>Claude Code</strong><br> <sub>official plugin + MCP + hooks + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://github.com/openai/codex"><img src="https://github.com/openai.png?size=120" alt="Codex CLI" width="48" height="48"></a><br> <strong>Codex CLI</strong><br> <sub>official plugin + MCP + AGENTS.md</sub> </td> <td align="center" width="12.5%"> <a href="https://github.com/features/copilot"><img src="https://github.githubassets.com/images/modules/site/copilot/copilot.png" alt="GitHub Copilot CLI" width="48" height="48"></a><br> <strong>GitHub Copilot CLI</strong><br> <sub>plugin + MCP + hooks + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://cursor.com"><picture><source media="(prefers-color-scheme: dark)" srcset="https://svgl.app/library/cursor_dark.svg"><img src="https://svgl.app/library/cursor_light.svg" alt="Cursor" width="48" height="48"></picture></a><br> <strong>Cursor</strong><br> <sub>MCP + rules + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://windsurf.com"><picture><source media="(prefers-color-scheme: dark)" srcset="https://svgl.app/library/windsurf-dark.svg"><img src="https://svgl.app/library/windsurf-light.svg" alt="Windsurf" width="48" height="48"></picture></a><br> <strong>Windsurf</strong><br> <sub>MCP + rules + hooks</sub> </td> <td align="center" width="12.5%"> <a href="https://github.com/google-gemini/gemini-cli"><img src="https://github.com/google-gemini.png?size=120" alt="Gemini CLI" width="48" height="48"></a><br> <strong>Gemini CLI</strong><br> <sub>extension + MCP + hooks + skills</sub> </td> </tr> <tr> <td align="center" width="12.5%"> <a href="https://github.com/opencode-ai/opencode"><picture><source media="(prefers-color-scheme: dark)" srcset="https://svgl.app/library/opencode-dark.svg"><img src="https://svgl.app/library/opencode.svg" alt="OpenCode" width="48" height="48"></picture></a><br> <strong>OpenCode</strong><br> <sub>local plugin + MCP + skills + AGENTS.md</sub> </td> <td align="center" width="12.5%"> <a href="https://pi.dev"><img src="https://pi.dev/favicon.svg" alt="pi coding agent" width="48" height="48"></a><br> <strong>pi coding agent</strong><br> <sub>package + extension + skill</sub> </td> <td align="center" width="12.5%"> <a href="https://kiro.dev"><img src="https://kiro.dev/icon.svg" alt="Kiro" width="48" height="48"></a><br> <strong>Kiro</strong><br> <sub>MCP + steering + hooks</sub> </td> <td align="center" width="12.5%"> <a href="https://antigravity.google"><img src="https://antigravity.google/assets/image/antigravity-logo.png" alt="Antigravity" width="48" height="48"></a><br> <strong>Antigravity</strong><br> <sub>plugin + MCP + hooks + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://www.trae.ai"><img src="https://github.com/Trae-AI.png?size=120" alt="Trae" width="48" height="48"></a><br> <strong>Trae</strong><br> <sub>MCP + project rules</sub> </td> <td align="center" width="12.5%"> <img src="https://raw.githubusercontent.com/AVIDS2/memorix/main/assets/logo.png" alt="memcode" width="48" height="48"><br> <strong>memcode</strong><br> <sub>bundled terminal agent</sub> </td> </tr> <tr> <td align="center" width="12.5%"> <a href="https://docs.openclaw.ai"><img src="https://raw.githubusercontent.com/openclaw/openclaw/main/ui/public/favicon.svg" alt="OpenClaw" width="48" height="48"></a><br> <strong>OpenClaw</strong><br> <sub>bundle + MCP + hooks + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://hermes-agent.nousresearch.com"><img src="https://hermes-agent.nousresearch.com/icon.png" alt="Hermes Agent" width="48" height="48"></a><br> <strong>Hermes Agent</strong><br> <sub>plugin + MCP + hooks + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://omp.sh"><img src="https://omp.sh/favicon.png" alt="Oh-my-Pi" width="48" height="48"></a><br> <strong>Oh-my-Pi</strong><br> <sub>package + MCP + hooks + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://github.com/deepseek-ai/deepseek-harness"><img src="https://github.com/deepseek-ai.png?size=120" alt="DeepSeek Harness" width="48" height="48"></a><br> <strong>DeepSeek Harness</strong><br> <sub>MCP patch + AGENTS.md + skills</sub> </td> <td align="center" width="12.5%"> <a href="https://modelcontextprotocol.io"><img src="https://github.com/modelcontextprotocol.png?size=120" alt="Any MCP Client" width="48" height="48"></a><br> <strong>Any MCP Client</strong><br> <sub>stdio or HTTP MCP</sub> </td> <td align="center" width="12.5%"> <a href="https://github.com/xai-org/grok-build"><picture><source media="(prefers-color-scheme: dark)" srcset="https://media.x.ai/v1/website/spacexai-symbol-white-transparent-0c31957f.png"><img src="https://media.x.ai/v1/website/spacexai-symbol-black-transparent-6435cf42.png" alt="Grok Build" width="48" height="48"></picture></a><br> <strong>Grok Build</strong><br> <sub>native hooks + AGENTS.md</sub> </td> </tr> </table>
<p align="center"> <sub>Works with agents that speak MCP, expose hooks/rules, or support plugin/package entries. One local-first memory layer shared across all of them.</sub> </p>
Integration surfaces:
| Surface | What it does | Memorix entry |
|---|---|---|
| Setup command | Installs the recommended one-time user-level Memorix integration | memorix setup --agent <agent> --global |
| MCP | Gives an agent compact Memorix tools for project context, search, detail retrieval, storage, and resolution | bundled in setup packages or memorix serve |
| Usage guidance | Teaches an agent when and how to use Memorix without forcing memory lookup on every prompt | bundled or generated by memorix setup |
| Hooks | Optional capture of prompts, tool events, file edits, session lifecycle events, and native compaction checkpoints where the agent exposes them | bundled or generated by memorix setup |
| Plugin or bundle package | Installs plugin, compatible-bundle, or package files where the agent supports them | Claude Code, Codex, CodeBuddy Code, GitHub Copilot CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi |
| Extension | Installs extension files where the agent supports them | Gemini CLI |
| Local plugin | Installs local plugin files where the agent loads them directly | OpenCode |
| MCP/rules config | Writes MCP, rules, steering, guidance, or hook config for IDEs and agents that expose those surfaces | Cursor, Windsurf, Kiro, Trae, DeepSeek Harness, WorkBuddy |
| Skills | Turns durable project knowledge into reusable task guidance | memorix skills and memorix_promote |
| memcode | Opens the bundled terminal agent that already uses Memorix memory | memorix or memcode |
See Integration Surfaces for the current support matrix and what each generated file means.
Use the same setup command without --global only when you intentionally want repo-local guidance, rules, or hooks in the current Git project.
CLI, MCP, and HTTP are different entry points:
memorixCLI is the direct command surface for setup, memory search/store, Git Memory, import/export, dashboard, orchestration, diagnostics, and automation.memorix serveis the stdio MCP bridge used by IDEs and coding agents. Its default tool profile ismicro, so agents see only the compact core tool set.memorix background start/memorix serve-httprun the HTTP service for a shared endpoint, dashboard, VPS Docker deployment, or multiple clients.
Multi-device store sync is opt-in and separate from HTTP sharing. It never
uploads the live SQLite database or WAL files. By default it only relays
qualified project-visible observations for the current Git project; personal,
agent-targeted, candidate, and ephemeral records stay local. Pass --scope user
to include every local project. Set MEMORIX_SYNC_PROVIDER and inspect
memorix sync store status --json before the first push.
<h2 id="install"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-install.svg"><img src="assets/tags/section-install.svg" alt="Install" height="32" /></picture></h2>
Requirements:
Node.js
>=22.18.0Git, because project identity is derived from the real Git root
Install and initialize:
npm install -g memorix
memorix init --global # optional defaults
memorix setup --agent claude --global # or codex, copilot, cursor, pi, gemini-cli, opencode,
# codebuddy, windsurf, kiro, antigravity, trae, openclaw, hermes, ompmemorix init is optional. It creates or updates TOML configuration:
~/.memorix/config.tomlfor global defaults<git-root>/memorix.tomlfor optional project overrides
Legacy memorix.yml, .env, and ~/.memorix/config.json are still read for compatibility, but new setup flows use TOML.
If you want repo-local guidance or hooks for a specific repository, run the same setup command from inside that repo without --global. Codex is the exception: its supported path is the user-level plugin install, so Memorix leaves project .codex configuration alone.
<h2 id="quick-start"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-quick-start.svg"><img src="assets/tags/section-quick-start.svg" alt="Quick Start" height="32" /></picture></h2>
Connect an existing agent
Use the setup command first. The global form is the normal one-time install:
memorix setup --agent claude --global
memorix setup --agent codex --global
memorix setup --agent copilot --global
memorix setup --agent cursor --global
memorix setup --agent pi --global
memorix setup --agent gemini-cli --global
memorix setup --agent opencode --global
memorix setup --agent windsurf --global
memorix setup --agent kiro --global
memorix setup --agent antigravity --global
memorix setup --agent trae --global
memorix setup --agent openclaw --global
memorix setup --agent hermes --global
memorix setup --agent codebuddy --global
memorix setup --agent omp --global
memorix setup --agent dsh --global
memorix setup --agent workbuddy --global
memorix setup --agent grok --globalWhat it installs depends on the target agent, but the goal is the same: make Memorix available wherever you open that agent without asking you to wire every repo by hand.
Claude Code: installs the Memorix plugin package, adds
CLAUDE.mdguidance, and enables hook capture when you do not pass--noHooks.Codex: installs one user-level Memorix plugin with bundled stdio MCP, skills, and lifecycle hooks. It does not write project-local
.codexconfig or change your model, approval, or sandbox settings. When Codex asks, review the plugin hook definition once with/hooks;--noHooksskips automatic capture.GitHub Copilot CLI: installs the Copilot plugin package and official Memorix skills.
Pi: installs the Pi extension/skills package and native MCP config (Pi 1.0+):
~/.pi/agent/mcp.jsonwith--global, or.pi/mcp.jsonfor project setup.Cursor: writes Cursor MCP/rules/config entries in the chosen scope.
Gemini CLI: installs the extension package,
GEMINI.mdcontext, hooks, and skills. Antigravity CLI has an official Gemini CLI migration path, but Gemini CLI remains an active standalone target.OpenCode: installs the local plugin file,
opencode.json, skills, andAGENTS.mdguidance.Windsurf, Kiro, Trae: write the MCP/rules/hooks files the target supports.
Antigravity: installs the official plugin package with
plugin.json,mcp_config.json,hooks.json, rules, and skills under~/.gemini/config/plugins/memorixor.agents/plugins/memorix.OpenClaw: installs an OpenClaw-compatible bundle with
.mcp.json, official skills, and an OpenClawHOOK.md/handler.tshook pack.Hermes Agent: installs into Hermes home (
%LOCALAPPDATA%\hermeson native Windows,~/.hermeselsewhere, orHERMES_HOME), enables the plugin inconfig.yaml, registers plugin hooks, slash/CLI commands, skills, and writes MCP config.CodeBuddy Code: installs a user-scope local marketplace plugin under
~/.codebuddy/memorix-localwith MCP, skills, and hooks. It does not change existing CodeBuddy model, permission, or settings files; CodeBuddy keeps third-party hook approval in its own/hooksflow.Oh-my-Pi: installs an
omp.extensionspackage with extension hook events, amemorixcommand, official skills, and writes MCP config.DeepSeek Harness: writes a Memorix
@deepseek-ai/dsh-mcp-clientrow into$DSH_HOME/cordis.patch.yml(default~/.dsh/cordis.patch.yml), appends guidance to the harnessAGENTS.md, and installs official skills under$DSH_HOME/skills. The row follows DSH's own shipped Memorix reference, so tools appear asmcp__memorix__*.WorkBuddy: writes a Memorix MCP server row into
~/.workbuddy/mcp.json(or<project>/.workbuddy/mcp.jsonfor project installs) and appends guidance toAGENTS.md. Tools appear asmcp__memorix__*; there is no hooks surface.Grok Build: installs native lifecycle hooks under
~/.grok/hooks/memorix.jsonand guidance in~/.grok/AGENTS.md. MCP stays host-owned by default; pass--mcp httpto write[mcp_servers.memorix]withurl = "http://localhost:3211/mcp". Project-local hooks require Grok/hooks-trust, while global hooks are trusted. SetGROK_HOMEto use a custom Grok home.
Need a quieter install? Add --noHooks for targets where setup can control hook capture separately from the host's official package entry. It keeps MCP and guidance, but skips Memorix hook capture.
If you intentionally want repo-local guidance or hooks, run the same command inside that repository without --global.
If your agent only needs a manual MCP entry, use stdio:
{
"mcpServers": {
"memorix": {
"command": "memorix",
"args": ["serve"]
}
}
}For an npm-based MCP client or registry tester, use the complete command
npx -y memorix serve. The serve argument matters: memorix without
arguments opens the bundled memcode terminal agent when run by a human, while
MCP clients should start the stdio server explicitly.
For a manually managed Claude Code entry, add "alwaysLoad": true inside the memorix server object. This lets Claude Code expose Memorix tools during print-mode startup; memorix doctor agents --agent claude can detect and repair a missing setting.
HTTP is not required for normal setup. Use it only when you intentionally want a shared background service, dashboard, VPS Docker deployment, or multiple clients using the same endpoint. Local development uses the Node service directly and does not require Docker:
memorix background startThen point the client at:
http://localhost:3211/mcpIn HTTP mode, agents should bind the active repo explicitly with memorix_session_start(projectRoot=...) when the client can provide the workspace path. Git remains the final source of truth for project identity.
Uninstall
Preview what will be removed:
memorix uninstall --dry-runStop the background service and remove hooks:
memorix uninstall --background --hooksFull cleanup:
memorix uninstall --yes --background --hooks --purge-data
npm uninstall -g memorixmemorix uninstall reports MCP config entries for manual cleanup instead of silently editing every MCP file it finds.
Work from the CLI
memorix --cwd /path/to/repo resume "continue release blocker"
memorix checkpoint list
memorix memory search --query "release blocker"
memorix memory --help
# Optional: activate one local agent identity for personal/team records and coordination.
memorix identity join --agent-type codex --name codex-main
memorix memory store --text "private investigation note" --visibility personal
memorix task create --description "verify the release package"
# Deliberate durable memory: create a candidate, then review it before it can enter a Workset.
memorix memory long-term add --kind procedural --scope user --portability portable --title "Release verification preference" --text "Run focused tests and a packed-package smoke before publishing." --applicability "When publishing an npm package."
memorix memory long-term qualify --id <id> --reason "The user explicitly confirmed this preference."
memorix memory long-term approve --id <id> --reason "Reviewed for future local projects."
memorix transfer export --format json --out ./.memorix-export.json
memorix transfer import --file ./.memorix-export.json
memorix reasoning search --query "why sqlite"
memorix git-hook --force
memorix ingest log --count 20
memorix workbenchThe CLI is direct and does not depend on an MCP session. It binds to the current Git project, or to the project supplied with --cwd. Without an active identity it reads, writes, and exports project-visible memory only. Use memorix identity join or memorix identity use --agent-id <id> only when you intentionally need personal/team memory or coordinated task actions; memorix identity clear returns the terminal to project scope. --as <active-agent-id> is the one-command alternative for scripts. Both camelCase and kebab-case flags are accepted.
Manage controlled media
Media is opt-in. An explicit local import is copied into Memorix's local data directory, hashed, and kept outside the Git worktree. It becomes normal memory only when you attach it. Memorix never captures every screenshot or tool output. An asset may be up to the configured media limit (100 MiB by default). Automatic vision analysis is deliberately capped at 20 MiB; a larger image is still kept and can be attached, but Memorix records a clear text fallback instead of sending an oversized payload to a model provider.
memorix media import --path ./architecture.png --json
memorix media attach --asset <asset-id> --title "Architecture diagram" --json
memorix media list --kind image --json
memorix media show --asset <asset-id> --json
memorix media remove --asset <asset-id> --force --json
# Controlled derivations: explicit, bounded, and attachable to memory.
memorix media derive-pdf --asset <asset-id> --attach --json
memorix media derive-audio --asset <asset-id> --attach --json
# Legacy image analysis now uses the same controlled asset lifecycle.
memorix ingest image --path ./architecture.png --jsonMiniMax image generation is a deliberate CLI operation. Video generation returns a durable job immediately; inspect or cancel that job rather than waiting in an agent request.
# Configure MINIMAX_API_KEY in your user environment or .env, never in Git.
memorix media generate image --prompt "A clean system architecture diagram" --json
# Image-to-image with a reference image (MiniMax image-01 / image-01-live):
memorix media generate image --prompt "Keep the subject, change the background" --image ./reference.png --json
memorix media generate video --prompt "A short product walkthrough" --json
memorix media status --job <media-job-id> --json
memorix media cancel --job <media-job-id> --jsonmemorix_media is the compact MCP companion in every profile, including
micro. It supports import, attach, list, show, PDF/audio derivations,
generation, and job status. MCP image and video generation are disabled by
default because they may incur provider costs.
Set MEMORIX_MCP_MEDIA_GENERATION=1 only after you deliberately want an agent
to request billed MiniMax output. The normal OpenRouter text embedding lane is
still text-only; media vectors are created only by a provider that explicitly
declares support for that modality. Text descriptions and attachments remain a
useful ordinary retrieval fallback.
Use the bundled terminal agent
memorix
# or
memcodeThis opens memcode, a terminal coding agent that uses the same Memorix project memory as your MCP-connected agents.
<h2 id="memory-model"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-memory-model.svg"><img src="assets/tags/section-memory-model.svg" alt="Memory Model" height="32" /></picture></h2>
| Layer | Stores | Best for |
|---|---|---|
| Observation Memory | facts, gotchas, fixes, implementation notes | "How does this work?" |
| Reasoning Memory | rationale, alternatives, constraints, risks | "Why did we choose this?" |
| Git Memory | commit-derived engineering facts | "What changed and where?" |
| Code Memory | files, symbols, import edges, and memory-to-code freshness | "Which current code should I inspect first?" |
| Curated Long-term Memory | reviewed episodic events, stable facts, or reusable procedures with evidence | "What should this agent still know or do later?" |
| Compact Continuity | recent host-native compact summaries or lifecycle markers | "What survived the last context compaction?" |
Search is project-scoped by default. scope="global" searches across projects. The search boosts Git Memory for "what changed" questions and reasoning records for "why" questions.
Long-term memory is deliberately not an automatic dump of every note. A source observation, Claim, workflow, session, and code snapshot keep their existing roles. An agent may ask memorix_store to create an additional long-term record; an explicit request auto-qualifies and enters task briefs as a durable anchor, while hook-captured or Git-derived candidates stay pending until qualified. Approval stays an explicit operator review. Use memorix memory long-term approve|archive|supersede to record the evidence-backed lifecycle. Only a manually created or user-confirmed user + portable item may be considered in another local project; project code, Git facts, tests, workflows, sessions, and observations cannot be promoted into portable user memory.
memorix context "..." is the default Memory Autopilot entry. It builds a compact task-lensed brief for agents: bugfix tasks lean toward tests and repros, release tasks lean toward package/changelog/build checks, onboarding tasks lean toward docs and entry points, and stale or unrelated memories stay in warning lanes instead of flooding the prompt. Use --fallback --brief-json when MCP is unavailable and a CLI fallback needs the same bounded brief plus a receipt of what was selected or omitted; --json remains the detailed diagnostic form. A normal new task does not receive an old-session dump. For an explicit continuation, memorix resume "..." adds only the latest useful session summary, up to three readable durable anchors, and at most one recent source-labelled host compact checkpoint. A durable anchor carries a durable:<id> reference, so an agent can expand the full reviewed record through memorix_detail only when needed. Keyword matches stay primary; when no reviewed durable item matches and an embedding provider is configured, Memorix makes one 1.8-second, no-retry semantic fallback for paraphrases or cross-language tasks. A slow or unavailable provider simply leaves the normal keyword-only Workset intact. A checkpoint is lifecycle evidence, not durable memory or a transcript backup. Agents should read the suggested files before trusting stored memory.
<h2 id="runtime-modes"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-runtime.svg"><img src="assets/tags/section-runtime.svg" alt="Runtime Modes" height="32" /></picture></h2>
| You want | Run |
|---|---|
| Install an agent integration package | memorix setup --agent <agent> --global |
| Check or repair an agent integration | memorix doctor agents --agent <agent>, memorix repair agents --agent <agent> |
| Manually expose stdio MCP | memorix serve |
| Run shared HTTP MCP plus dashboard | memorix background start |
| Debug HTTP MCP in the foreground | memorix serve-http --port 3211 |
| Inspect or manage memory directly | memorix memory, memorix reasoning, memorix session, memorix ingest, memorix media |
| Manage reviewed long-term memory | `memorix memory long-term list |
| Retire memories from retrieval | memorix purge (current project), memorix purge --all --yes (everything) |
| Inspect native compaction continuity | `memorix checkpoint list |
| Use the interactive terminal memory control plane | memorix workbench |
| Use the bundled terminal agent | memorix or memcode |
| Run orchestrated subagent work | memorix orchestrate --goal "..." |
memorix serve defaults to --mode micro (9 tools) to keep MCP tool schemas small for agents. memorix setup writes --mode lite (21 tools) into the installed MCP config so the normal memory, continuity, and session surface is reachable. Use --mode team (29 tools) for coordination tools, or --mode full (48 tools) for advanced and compatibility tools such as checkpoint inspection.
Shortcuts and aliases: memorix search / remember / recent are direct query shortcuts, bg/bs start the background service, hook runs the hook launcher, and memorix config get|path|migrate inspects or migrates config files.
memorix orchestrate uses the current checkout for single-worker runs. When running multiple workers, it creates task worktrees under .worktrees/ and merges successful task branches back. Use --isolated to force worktree isolation for one worker, --no-worktree to disable it, --allow-dirty to run with uncommitted changes, and --no-auto-merge to preserve task worktrees for manual review.
<h2 id="memcode-bundled-terminal-agent"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-memcode.svg"><img src="assets/tags/section-memcode.svg" alt="memcode" height="32" /></picture></h2>
memcode is the terminal coding agent bundled with Memorix. It can read, edit, run commands, resume sessions, switch models, and use /memory commands — all backed by the same project memory as your MCP-connected agents.
Use it when you want a terminal agent with memory already wired in.
one Git project -> one shared Memorix memory poolSee docs/MEMCODE.md for the memcode-specific guide.
<h2 id="configuration"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-configuration.svg"><img src="assets/tags/section-configuration.svg" alt="Configuration" height="32" /></picture></h2>
Minimal ~/.memorix/config.toml:
[agent]
provider = "openai"
model = "gpt-4o"
api_key = "..."
[memory.llm]
provider = "openai"
model = "gpt-4o-mini"
api_key = "..."
[embedding]
provider = "auto"
[memory]
inject = "minimal"
formation = "active"Use [memory.llm] and [embedding] for Memorix memory quality and retrieval. Use [agent] for the model memcode talks to while coding. Keep credentials in global config or environment variables, and do not commit secrets.
For the optional Atlas Cloud memory preset, run memorix init and choose Atlas
Cloud, or set provider = "atlascloud" in [memory.llm]. It uses the
OpenAI-compatible https://api.atlascloud.ai/v1 endpoint and reads
ATLASCLOUD_API_KEY or the explicit MEMORIX_LLM_API_KEY.
For OpenRouter embeddings, use provider = "api", base_url = "https://openrouter.ai/api/v1", and model = "qwen/qwen3-embedding-8b". Memorix accepts OPENROUTER_API_KEY for that embedding endpoint; MEMORIX_EMBEDDING_API_KEY remains the explicit override.
For Requesty, choose Requesty in memorix init or set provider = "requesty" in [memory.llm] (endpoint https://router.requesty.ai/v1, key from REQUESTY_API_KEY or MEMORIX_LLM_API_KEY). Requesty embeddings use provider = "api", base_url = "https://router.requesty.ai/v1", and model = "openai/text-embedding-3-small" with REQUESTY_API_KEY.
For API Route, choose API Route in memorix init or set provider = "apiroute" in [memory.llm]. The preset uses https://global.api-route.com/v1 and deepseek-v4.1-flash, with your own API_ROUTE_API_KEY or MEMORIX_LLM_API_KEY. It is opt-in memory LLM processing; embeddings and memcode's model registry are configured separately. See configuration.
For Cheaper Inference, choose Cheaper Inference in memorix init or set provider = "cheaperinference" in [memory.llm]. The preset uses https://api.cheaperinference.com/v1 and gpt-5.4-mini, with your own CHEAPER_INFERENCE_API_KEY or MEMORIX_LLM_API_KEY. It is opt-in memory LLM processing; embeddings and memcode's model registry are configured separately. See configuration.
For Runcrate, choose Runcrate in memorix init or set provider = "runcrate" in [memory.llm]. The preset uses https://api.runcrate.ai/v1 and the open-weight deepseek-ai/DeepSeek-V4.1-Flash, with your own RUNCRATE_API_KEY or MEMORIX_LLM_API_KEY. It is opt-in memory LLM processing; embeddings and memcode's model registry are configured separately. See configuration.
For controlled MiniMax media generation, set MINIMAX_API_KEY (global) or
MINIMAX_CN_API_KEY (China region) in your environment or .env. The media
library never stores that key, a signed output URL, or base64 payloads. CLI
generation is explicit; MCP generation additionally requires
MEMORIX_MCP_MEDIA_GENERATION=1.
<h2 id="docker"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-docker.svg"><img src="assets/tags/section-docker.svg" alt="Docker" height="32" /></picture></h2>
Docker is a VPS/hosted HTTP deployment option, not a requirement for local development or stdio MCP:
docker compose up --build -dThen open:
dashboard:
http://localhost:3211MCP:
http://localhost:3211/mcphealth:
http://localhost:3211/health
The container must be able to access the repository path passed as projectRoot for project-scoped Git and config behavior.
<h2 id="sdk"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-sdk.svg"><img src="assets/tags/section-sdk.svg" alt="SDK" height="32" /></picture></h2>
Use Memorix directly from TypeScript:
import { createMemoryClient } from 'memorix/sdk';
const client = await createMemoryClient({ projectRoot: '/path/to/repo' });
await client.store({
entityName: 'auth-module',
type: 'decision',
title: 'Use JWT for API auth',
narrative: 'Chose JWT because the API is stateless and used by multiple clients.',
});
const results = await client.search({ query: 'auth decision' });
await client.close();<h2 id="docs"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-docs.svg"><img src="assets/tags/section-docs.svg" alt="Docs" height="32" /></picture></h2>
| Start here | Use when |
|---|---|
| Docs Map | You want the shortest route to the right guide |
| Setup Guide | Installing, using memorix setup, choosing stdio vs HTTP |
| Integration Surfaces | Plugin packages, MCP, project rules, hooks, and skills support |
| Configuration | TOML config, model lanes, compatibility files |
| API Reference | MCP tools and CLI commands |
| Git Memory | Commit ingestion and searchable engineering truth |
| Docker | Containerized HTTP service |
| memcode | Using the bundled terminal agent |
| Agent Playbook | AI-facing execution guide for install, binding, hooks, and troubleshooting |
| Development | Contributing, testing, release checks |
| Changelog | What changed in each release |
LLM-friendly summaries: llms.txt and llms-full.txt.
<h2 id="development"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-development.svg"><img src="assets/tags/section-development.svg" alt="Development" height="32" /></picture></h2>
git clone https://github.com/AVIDS2/memorix.git
cd memorix
npm install
npm run lint
npm test
npm run buildCommunity
Desktop and shell integrations built on Memorix:
omarchy-memorix — a native Omarchy shell bar widget: pool stats, live global search, per-project breakdown, recent memories, and a workbench launcher. Read-only over
~/.memorix/data; no daemons, no telemetry.
Built something on top of Memorix? Open a PR to list it here.
<h2 id="acknowledgements"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-acknowledgements.svg"><img src="assets/tags/section-acknowledgements.svg" alt="Acknowledgements" height="32" /></picture></h2>
Memorix draws from the MCP ecosystem and prior memory projects such as mcp-memory-service, MemCP, claude-mem, and Mem0. memcode is based on the Pi coding-agent codebase and adapts its terminal-agent model for the Memorix ecosystem.
<h2 id="license"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/tags/light/section-license.svg"><img src="assets/tags/section-license.svg" alt="License" height="32" /></picture></h2>
<h2 id="star-history">Star History</h2>
<a href="https://github.com/AVIDS2/memorix/stargazers"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://mem.rglens.com/metrics/star-history-dark.svg"> <source media="(prefers-color-scheme: light)" srcset="https://mem.rglens.com/metrics/star-history-light.svg"> <img alt="Memorix Star History" src="https://mem.rglens.com/metrics/star-history-light.svg" width="100%"> </picture> </a>
<sub>Updated automatically from GitHub's privacy-safe star history API. No generated PRs.</sub>
docs/API_REFERENCE.md
Memorix API Reference
This document covers the main Memorix MCP tools and the most important behavior to know when integrating from an IDE or agent.
Memorix exposes:
core memory tools
reasoning and session tools
maintenance and retention tools
CodeGraph Memory, project context, and context pack tools
workspace and rules sync tools
orchestration coordination tools
privacy-safe handoff diagnostics
dashboard and optional graph compatibility tools
It also exposes a CLI for terminal workflows. The CLI is not a raw mirror of MCP tool names: the CLI is what you run by hand to inspect and manage memory, while MCP is how IDEs and agents integrate.
1. CLI vs MCP
Use MCP when:
an IDE or agent needs tool calls
you want the full API
you are integrating Memorix into an MCP-capable client
Use the CLI when:
you want to inspect or change project state from a terminal
you are on SSH / VPS Docker / CI / NAS and want direct commands
you want readable, namespaced actions instead of raw MCP tool payloads
you want full access to Memorix CLI capabilities without depending on an MCP client
The current CLI namespaces are:
memorix sessionmemorix identitymemorix memorymemorix codegraphmemorix knowledgememorix reasoningmemorix retentionmemorix formationmemorix auditmemorix transfermemorix skillsmemorix teammemorix taskmemorix messagememorix lockmemorix handoffmemorix pollmemorix receiptmemorix syncmemorix ingestmemorix mediamemorix workbench
Typical examples:
memorix --cwd /path/to/repo resume "continue auth bug"
memorix identity join --agent-type codex --name codex-main
memorix session start --agent codex-main --agent-type codex --join-team --use
memorix memory search --query "release blocker"
memorix memory store --text "private triage note" --visibility personal
memorix codegraph refresh
memorix codegraph status --json
memorix knowledge status
memorix reasoning search --query "why sqlite"
memorix retention status
memorix task list
memorix task claim --taskId <id> --agentId <agent-id>
memorix message inbox --agentId <agent-id>
memorix lock status --file src/cli/index.ts
memorix audit project
memorix transfer export --format markdown --out ./memorix-export.md
memorix skills show --name auth-pattern
memorix sync workspace --action scan
memorix sync store status --json
memorix sync store push
memorix sync store pull
memorix sync store push --scope user
memorix sync store device rotate
memorix ingest image --path ./diagram.png
memorix media import --path ./architecture.png
memorix media attach --asset <asset-id> --title "Architecture diagram"
memorix poll --agentId <agent-id>
memorix receipt --json --probe "release blocker"The CLI is for direct terminal use, not a 1:1 mirror of MCP tool names. It does not require an MCP connection. --cwd selects a Git project from any shell; an unbound terminal has project-visible access only, including transfer exports. memorix identity join|use|clear makes personal/team access and coordination explicit, while --as <agent-id> is the one-command equivalent for scripts. The only MCP-only area is the optional graph-compatibility tools (create_entities, read_graph, and related tools) for workflows that expect the official memory-server style graph API.
memorix sync store is an explicit, opt-in multi-device observation relay. It
uses the current Git project as its namespace by default (--scope project),
or every local project with --scope user. It excludes personal/agent-targeted
and unqualified records, keeps a local retry outbox, and stores cursors locally.
The default status action is preview-only. GitHub stores immutable JSONL event
blobs; it does not receive memorix.db, memorix.db-wal, or memorix.db-shm.
Use memorix sync store compact --dry --through device=sequence to preview
remote log cleanup; add --yes only when the acknowledged cutoffs are correct.
The S3 adapter supports an optional MEMORIX_SYNC_S3_PREFIX so several
independent stores can share one bucket without crossing key spaces.
Memory Autopilot, Code State, and Context Packs
Memory Autopilot is the default agent-facing path for coding context. It builds a bounded task Workset instead of dumping old chat text: current project facts, Code State, selected observations, source-backed claims, matching knowledge/workflow starts, cautions, and verification hints. Code State stores versioned local file, symbol, import-edge, and memory-to-code reference facts beside project memory. It is not a replacement for normal file reads. Its job is to help agents decide which memories still point at current code, which ones are stale, and which files/symbols deserve inspection next.
CLI:
memorix codegraph refresh
memorix codegraph status
memorix codegraph status --json
memorix context
memorix context --task "continue auth bug"
memorix context "continue auth bug"
memorix resume "continue auth bug"
memorix checkpoint list
memorix checkpoint context --task "continue auth bug"
memorix context --task "prepare 1.8.0 release"
memorix explain
memorix codegraph context-pack --task "continue auth bug"MCP:
memorix_project_contextbuilds the default Memory Autopilot brief. It can auto-refresh Code State when the local index is missing or stale, infer a task lens (bugfix,feature,release,onboarding,refactor,docs,test, orgeneral), then return current project facts, Start here files, selected evidence, stale/suspect cautions, and lens-specific verification hints.memorix_codegraph_statusreturns provider/index counts for the current project.memorix_context_packbuilds a task-specific packet with reliable current memories, lower-trust unbound memories, current code facts, freshness warnings, suggested reads, and suggested verification.memorix_graph_contextis an advanced compact graph overview. It starts from a small task-matched baseline and can add only directly related, evidence-governed memories. ItsGraph evidencesection includes relation provenance rather than recursively dumping graph neighbors.
memorix context defaults to --refresh auto, so first use can seed Code State without a separate manual memorix codegraph refresh. Its brief puts live package/changelog/Git facts before memory hints and flags an old ACTIVE_WORK.md, legacy progress.txt, or legacy dev-log note as historical when it predates the latest changelog, so agents should treat current facts as the source of truth when files disagree. Use --brief-json for the same bounded brief plus a receipt of selected and omitted evidence; --json remains the detailed legacy diagnostic form. Task lenses keep the packet shaped to the work: bugfix briefs prefer failing tests and repros, release briefs prefer metadata/changelog/package checks, and onboarding briefs prefer docs and entry points while hiding unrelated suspect details. Continuation delivery is separate from the task lens: continuation language in memorix_project_context enables a bounded prior-work projection, and memorix resume "..." makes that choice explicit. It includes only the latest useful session summary, up to three readable durable memories, and at most one recent source-labelled compact checkpoint. Checkpoints are host lifecycle evidence, not durable memory or transcript backups; ordinary new tasks do not receive historical-session context. A completed MCP brief is the default retrieval boundary: search, detail, or Context Pack should expand it only for a named missing fact or an explicit request for deeper history. Use --refresh never for read-only inspection and --refresh always when you want to force a fresh scan.
Project-specific generated, vendored, or cache paths can be excluded from Code State with [codegraph].exclude_patterns in memorix.toml or ~/.memorix/config.toml (codegraph.excludePatterns in legacy YAML). User patterns extend the built-in excludes and are applied to indexing, Project Context suggested reads, and Context Pack suggested reads.
The built-in provider now has two honest layers: Lite keeps bounded structural
facts for every supported language, while the TypeScript Compiler API adds
source-backed symbols and relations for TypeScript, TSX, and JavaScript files.
Semantic refreshes re-index the changed files and their local import dependents
inside one SQLite transaction. A compiler failure is recorded as a partial
CodeGraph state and does not claim that the semantic layer is ready. Use
memorix codegraph refresh --max-files <n> for an explicit scan cap, and
npm run benchmark:codegraph:scale -- --tmp-root <E:/path> only for an opt-in
generated scale probe.
The Dashboard /api/codegraph endpoint is read-only and reports semantic
coverage separately from the Memory Map. A validated scip print --json
payload can be normalized into the same bounded external outline used by the
optional CodeGraph provider; it is never written into Memorix's canonical
symbol/edge tables, and Memorix never installs or configures a SCIP tool.
SessionStart hooks keep the default minimal hint lightweight. When memory behavior is configured with sessionInject=full, Codex receives the compact Memory Autopilot brief at session start instead of only listing recent text memories. After a native compact, Codex receives one bounded checkpoint through its official SessionStart compact context channel. Claude Code receives one bounded checkpoint through the next official UserPromptSubmit context channel, then delivery stops. Pi and Oh-my-Pi retain the native summary fields their extension API exposes; hosts that do not expose a summary remain labelled as lifecycle-only. Set memory.inject = "silent" to disable automatic hook delivery.
The intended loop for agents is: get the project brief when it helps, inspect the suggested current files, use stale or unbound memory only as a lead, store durable outcomes after the work changes the project, and resolve obsolete memories.
Task Continuity
Task Continuity is a small append-only ledger for one coding task. It keeps requirements, decisions, verification states, risks, and the final outcome together without copying the underlying observation or source evidence.
CLI:
memorix continuity start --task "Harden the release path" --requirements "keep 1.9.x,run CI"
memorix continuity record --task-id <id> --kind decision --content "Use the existing release gate"
memorix continuity record --task-id <id> --kind verification --verification-status passed --content "Full CI passed"
memorix continuity record --task-id <id> --kind verification --verification-id ci --verification-status passed --idempotency-key ci-pass-1 --content "Full CI passed"
memorix context "continue the release path" --task-id <id>
memorix continuity close --task-id <id> --status completed --content "Ready for release"MCP uses memorix_continuity with actions start, record, show,
list, and close. Pass the returned taskId to
memorix_project_context to add a bounded Task continuity section to the Workset and
receipt. Entries are project-scoped, sanitized for credentials, append-only, and
bounded to 200 events per task.
The ledger also exposes a deterministic outcome projection:
validated means completion has passing verification, at-risk means a failure,
block, or abandonment is present, in-progress means the task is still open, and
unverified means it closed without enough passing verification. The numeric score is
diagnostic-only; it is not used to silently reorder or rewrite memories.
Use a stable verificationId when a verification obligation moves from pending
to passed, failed, or skipped; without one, entries are treated as separate
evidence. A completed task with passing checks and unresolved risks is reported as
validated-with-risks. idempotencyKey makes retries return the original event
instead of appending a duplicate. Event caps are enforced inside an immediate
SQLite transaction.
Continuity does not automatically promote anything to durable memory; verification
and outcome signals remain explicit.
Evidence Cards and Feedback
Evidence Cards are the persisted provenance index for project memory. They do
not replace the observation, source file, commit, or test they point to. Every
observation write creates or refreshes a card with sourceRef, locator,
capturedHash, project ownership, files, verification state, and freshness.
CLI:
memorix evidence list --json
memorix evidence get --id 42 --json
memorix evidence stale --paths src/server.ts,tests/server.test.ts --json
memorix feedback record --id 42 --signal verification-success --source test:run-1 --json
memorix feedback audit --id 42 --jsonMCP uses memorix_evidence for list, get, sync, stale, and events,
and memorix_feedback for record, show, and audit. Feedback events are
append-only; revoke points at the event being undone, so the audit history is
preserved. A memory without explicit feedback keeps the legacy relevance and
retention score. The first feedback event opts that candidate into the
feedback projection.
MCP Compatibility
Legacy clients use stateful Streamable HTTP with Mcp-Session-Id and the
2025-era initialize handshake. The 1.8.6 stdio server starts a bounded
newline-delimited JSON-RPC gate before project initialization: it answers the
2026-07-28 server/discover request before initialize, then replays other
requests, notifications, and responses in order into the pinned SDK transport.
Versionless tools/list and tools/call use the SDK's legacy result envelopes.
HTTP modern clients use the stateless 2026-07-28 path and do not send
initialize. A first server/discover request with a verified
Mcp-Project-Root may receive Memorix's optional durable
Mcp-Project-Handle extension; later requests can use that handle instead of
repeating the root. The handle is not an MCP protocol session and is not
required by clients; /protocol-diagnostics reports this extension as
supported.
Modern result metadata is returned for discovery, list, and call responses.
The official subscriptions listen surface is available, but Memorix has no
durable Tasks implementation, so task requests remain explicitly unsupported.
List responses carry a private zero-TTL hint, not a reusable server-side cache.
When MCP discovery is unavailable, use one bounded memorix context --fallback
request for a task; repeated fallback probing is rejected by the local budget.
The built-in Lite provider indexes common code files with lightweight file, symbol, and import facts. It is a structural fallback, not a language-server-quality graph. When a project already has a healthy local CodeGraph index, [codegraph].external_context = "auto" may add a validated, bounded semantic outline to the Workset. Memorix never initializes, syncs, or exports that external index, and never stores its raw source output. memorix codegraph status --json, memorix doctor --json, and Project Context JSON identify the actual provider quality.
Knowledge Workspace and Workflows
memorix knowledge is the deliberate, reviewable knowledge-management path. It uses source-backed claims to compile Markdown proposals, protects manually edited pages, and can keep canonical project workflows separate from agent-specific adapters.
memorix knowledge init --mode local
memorix knowledge status
memorix knowledge claims
memorix knowledge review --id <claim-id> --review approved --detail "checked current source evidence"
memorix knowledge compile
memorix knowledge lint
memorix knowledge apply --proposal <id>
memorix knowledge workflow import
memorix knowledge workflow select --task "prepare a release"
memorix knowledge workflow preview --id <workflow-id> --agent codexThe advanced MCP action tool is memorix_knowledge. It is registered only in the team and full tool profiles so normal agents keep the compact micro/lite tool surface. Its actions are workspace_init, status, claim_list, claim_review, compile, lint, proposal_apply, workflow_import, workflow_list, workflow_select, workflow_preview, workflow_apply, and workflow_run. Explicit agent observations become needs-review claim candidates: check their source evidence, then use claim_review with a reason to approve or reject them. Only approved claims can be compiled into publishable Knowledge Workspace pages. Ordinary coding work should stay on memorix_project_context.
memorix_compaction_checkpoint is a separate advanced MCP action tool registered only in the full profile. Its list, show, context, and archive actions match memorix checkpoint for explicit continuity inspection. Normal agents should not call it during ordinary work; automatic recovery and memorix_project_context already handle the bounded path.
Cross-Agent Handoff Receipt
memorix receipt creates a privacy-safe diagnostic artifact for cross-agent memory handoff debugging.
memorix receipt --json
memorix receipt --json --probe "query to verify"
memorix doctor --receiptThe receipt helps answer whether two clients are bound to the same Git/project identity, whether any memory writes exist, and whether an optional search probe returns matching memories. It emits hashes and counts only: project identity hash, root/cwd hashes, write count, recent observation ID hashes, optional query hash, result count, and result ID hashes.
It intentionally does not emit raw chat transcripts, raw memory text, raw search queries, tool arguments/results, or local file paths. Shared memory means stored memories are searchable across clients in the same project; it does not mean every chat message is mirrored across clients.
2. Retrieval Model Basics
Before looking at individual tools, there are three important defaults:
Project scope comes first
memorix_searchdefaults to the current projectuse
scope="global"when you intentionally want cross-project recall
Global hits can be opened explicitly
If you search globally, open results with project-aware refs:
{
"refs": [
{ "id": 84, "projectId": "AVIDS2/test-memorix-demo" }
]
}This is supported by memorix_detail.
Retrieval is source-aware
Memorix ranks memory differently depending on intent:
"what changed" style queries tend to favor Git Memory
"why" style queries tend to favor reasoning and decision memory
"problem" style queries can favor both fixes and Git Memory
3. Core Memory Tools
memorix_store
Store a new observation.
Typical uses:
store a decision
store a gotcha
store a problem-solution note
record a milestone or a shipped change
Important inputs:
entityNametypetitlenarrativeoptional
factsoptional
filesModifiedoptional
conceptsoptional
topicKeyoptional
progressoptional
sourceoptional
relatedCommitsoptional
relatedEntitiesoptional
visibility:project(default),personal, orteamoptional
longTerm: an explicit source-backed long-term record withkind(episodic,semantic, orprocedural), an optionalscope(project,user, orteam), tags, and applicability
Visibility controls who can retrieve a record through agent-facing memory
tools. Normal memories default to project. personal and team writes
require a joined coordination identity; a personal record is readable only by
its creator and explicitly named recipients. Supplying a topicKey never
lets an agent overwrite a record outside its write scope.
When the current Autopilot task is read-only or explicitly says not to modify
files, memorix_store returns without writing. Use overrideReadOnly: true
only when the user explicitly asks to preserve a record during that task.
longTerm is deliberately opt-in. It stores the normal Observation first, then
creates a separate record with an evidence reference. Because an explicit
request carries its own source evidence, the new record is auto-qualified on
the spot and enters Task Worksets as durable context; approval remains an
explicit operator review. Manage records with memorix memory long-term list|show|approve|archive|supersede. Source-derived entries remain
project-bound; only a manual or user-confirmed user + portable record created
through the CLI may cross local projects for the same local installation.
Hook-captured and git-derived candidates stay in the candidate state until
qualified.
Example:
{
"entityName": "auth-module",
"type": "decision",
"title": "JWT over cookie sessions",
"narrative": "Chose JWT because multiple agents and tools need stateless auth.",
"facts": [
"Goal: support cross-agent local integrations",
"Constraint: avoid server-side session state"
],
"filesModified": ["src/auth/index.ts"],
"concepts": ["jwt", "auth", "stateless"]
}memorix_search
Search project memory or global memory.
Important inputs:
querylimitscopestatustypesourcesinceuntilmaxTokenspurposewhen deliberately expanding beyond the current Autopilot briefforce: trueonly when the user explicitly asks to re-read a record already represented in that brief
Typical uses:
search the current project
search only Git memories with
source="git"search resolved or archived memories with
status="all"
Example:
{
"query": "why did we switch to HTTP transport",
"limit": 10
}Global example:
{
"query": "release status",
"scope": "global"
}Successful MCP searches include a machine-readable structuredContent.retrieval
receipt with schema version 1, the selected search mode, result count, output
token count, and measured search/format elapsed time. memorix memory search --json exposes the same receipt under retrieval; the human-readable table
remains unchanged. The receipt contains no query text or raw memory content.
memorix_detail
Fetch full observation, mini-skill, or curated long-term memory detail.
After memorix_project_context, use purpose only for a named missing fact. Set force: true only when the user explicitly asks for the full underlying record already represented in the brief.
Supports two modes:
idsfor current-project observationsrefsfor project-aware cross-project lookuptypedRefsfor typed observation/skill refs and adurable:<uuid>reference emitted by a Task Workset. A matchinguser + portabledurable item is intentionally reusable across local projects, but remains background guidance rather than a current-project fact.
Examples:
{
"ids": [42, 43]
}{
"refs": [
{ "id": 84, "projectId": "AVIDS2/test-memorix-demo" }
]
}{
"typedRefs": ["durable:9f3d9a6d-1111-4222-8333-abcdefabcdef"],
"purpose": "Need the full verified release procedure before publishing."
}memorix_timeline
Get the chronological context around one observation.
Important inputs:
anchorIddepthBeforedepthAfter
Use it when you want:
what happened before this memory
what happened after this memory
memorix_resolve
Mark observations as resolved or archived.
Important inputs:
idsoptional
status
Typical use:
hide completed or outdated memories from default search without deleting them
4. Reasoning Tools
memorix_store_reasoning
Store a reasoning trace for a non-trivial decision.
Important inputs:
entityNamedecisionrationaleoptional
alternativesoptional
constraintsoptional
expectedOutcomeoptional
risksoptional
conceptsoptional
filesModifiedoptional
relatedCommitsoptional
relatedEntities
Use it when the key value is:
why a choice was made
what alternatives were rejected
what risks are accepted
memorix_search_reasoning
Search only reasoning traces.
Important inputs:
querylimitscope
Use it when you want:
decision rationale
design trade-offs
previous thinking on a similar problem
5. Session Tools
memorix_session_start
Start a new coding session and load recent context.
Important inputs:
optional
agent— display name (e.g."cursor-frontend")optional
agentType— agent/client type for optional orchestration coordination identity mapping (e.g."windsurf","cursor","claude-code","codex","gemini-cli","openclaw","hermes","omp")optional
projectRootoptional
sessionIdoptional
instanceIdoptional
joinTeamoptional
role
Behavior:
opens a session for the current project
can auto-close any previous active session for that project
returns recent session context and project binding state
does not join orchestration coordination state by default
if you only need memory/search/reasoning/session recovery, stop here; no coordination identity is required
when
joinTeam=true, it also registers a coordination identity using the default role derived fromagentTypeviaAGENT_TYPE_ROLE_MAPteam_manage(join)is the explicit join entrypoint if you want to separate session start from coordination identitycoordination-specific outputs such as agent ID, watermark, and available tasks appear only when the session explicitly joins that coordination state
In HTTP service mode, pass projectRoot as the absolute workspace or repo root whenever the client knows it. projectRoot is the detection anchor; project identity still comes from Git.
Every successful memorix_session_start response also includes a machine-readable
structuredContent.binding receipt. It contains version, state, source,
explicit, the resolved projectId, a hash of the verified project root, a hash
of the active data directory, verified Git remote state (gitRemote.state, with
remote hash and host when present), a project handle lease (handle.state, with
creation, last-use, expiry, and handle hash when present), and the transport label
(legacy-http, stateless-http, stdio, or unknown). The receipt is safe for
diagnostics and handoffs: it does not include local paths, remote URLs, MCP
session IDs, or project handles. An expired handle is reported as expired when
the adapter can still inspect its metadata; requests carrying an invalid or
expired handle fail closed before business tools run. The text response still
includes the human-readable binding state.
memorix_session_end
End the active session with a summary.
Important inputs:
sessionIdoptional
summary
Use it to write a handoff note for the next session or next agent.
memorix_session_context
Fetch recent session summaries and context.
Important inputs:
optional
limit
6. Quality and Maintenance Tools
memorix_retention
Inspect retention state or archive expired memories.
Important inputs:
action
Typical actions:
reportarchive
memorix_consolidate
Merge similar memories to reduce noise.
Important inputs:
actionoptional
threshold
Typical actions:
previewexecute
memorix_deduplicate
Scan for duplicates and contradictions.
Important inputs:
optional
dryRunoptional
query
memorix_transfer
Export or import project memory.
Exports contain only observations visible to the calling agent. An unbound agent receives project-visible observations only; personal and team records require its explicit active identity.
Important inputs:
actionoptional
formatoptional
data
Typical actions:
exportimport
memorix_suggest_topic_key
Generate a stable topicKey for upsert-style memory writes.
Important inputs:
titletype
memorix_formation_metrics
Show aggregated metrics for the formation pipeline.
Use it to inspect:
processed observation counts
value score averages
stage timing
recent pipeline behavior
memorix_audit_project
Scan the current project for observations that may have been written to the wrong project bucket — entities that appear exclusively in a different project. Read-only; nothing is changed.
Available in the full tool profile (MEMORIX_MODE=full or --mode full).
Important inputs:
optional
threshold— minimum occurrences in another project to flag (default: 2)
Archive confirmed mis-attributed observations with memorix_resolve.
7. Skills and Promotion Tools
memorix_skills
Work with memory-driven project skills.
Important inputs:
actionoptional
nameoptional
targetoptional
write
Typical actions:
listgenerateinject
memorix_promote
Promote observations into durable mini-skills.
Important inputs:
actionoptional
observationIdsoptional
skillIdoptional
instructionoptional
triggeroptional
tags
Typical actions:
listpromotedelete
8. Workspace and Rules Tools
memorix_workspace_sync
Scan, preview, or apply cross-agent workspace migration.
Important inputs:
actionoptional
targetoptional
items
Typical actions:
scanmigrateapply
memorix_rules_sync
Scan or generate cross-agent rule files.
Important inputs:
actionoptional
target
Typical actions:
statusgenerate
9. Orchestration Coordination Tools
These tools support task, handoff, message, lock, and subagent-style orchestration workflows. They are available through MCP profiles that include coordination tools and through the CLI. HTTP is optional: use it when you want a shared MCP service or live dashboard endpoint, not because coordination state requires HTTP.
memorix team status
memorix orchestrate --goal "..."Use memorix background start or memorix serve-http --port 3211 only when you want the HTTP service in the background or foreground.
Coordination state is opt-in project state for tasks, handoff messages, locks, and subagent workflows. You don't need it for normal memory use, and it is not an automatic chat room between separate IDE conversations. For production multi-agent execution, use memorix orchestrate; these tools provide the coordination layer.
memorix orchestrate uses Git worktrees for parallel worker isolation. Single-worker runs use the current checkout unless --isolated is set. Parallel runs fail closed if a task worktree cannot be created. Dirty Git worktrees are rejected unless --allow-dirty is set. Successful task worktrees merge back automatically unless --no-auto-merge is set.
Runtime environment:
MEMORIX_SESSION_TIMEOUT_MS— HTTP MCP session idle timeout in milliseconds. Default:43200000(12 hours). Expired session IDs receive a fast404with a reinitialize hint. Increase this for long-lived clients, for example86400000for 24 hours; set0only when the host provides reliable lifecycle cleanup.
team_manage
Register, unregister, or inspect agents.
Important inputs:
actionoptional
nameoptional
roleoptional
capabilitiesoptional
agentId
team_message
Send, broadcast, or read messages between agents.
Important inputs:
actionoptional
agentIdoptional
fromoptional
tooptional
contentoptional
typeoptional
markRead
team_task
Create, claim, complete, or list tasks.
Important inputs:
actionoptional
taskIdoptional
agentIdoptional
descriptionoptional
depsoptional
statusoptional
available
team_file_lock
Acquire, release, or inspect advisory file locks.
Important inputs:
actionoptional
agentIdoptional
file
memorix_poll
Return a compact situational-awareness snapshot for an explicitly joined coordination participant.
Important inputs:
optional
agentId
Use it for:
active coordination participant overview
available tasks
unread messages
active file locks
project-level team activity
If agentId is omitted, it returns a project-level overview only.
memorix_handoff
Create, claim, complete, or inspect handoff artifacts between coordination participants.
Important inputs:
actionoptional
handoffIdoptional
fromAgentIdoptional
toAgentIdoptional
summaryoptional
context
Use it when work should survive agent/session boundaries without relying on an IDE chat window staying alive.
A targeted handoff is private to its sender and recipient. A handoff without
toAgentId is visible only to active members of that project's team. Reading a
targeted handoff does not give its recipient permission to rewrite or resolve
it on behalf of the sender.
10. Controlled Media and Legacy Ingestion
memorix media
memorix media is the complete operator surface for local media assets. It
accepts an explicit local regular file, validates its type and size, stores a
content-addressed copy outside the Git worktree, and only enters normal memory
when attached. It does not ingest arbitrary URLs or capture screenshots
automatically.
The default controlled-asset limit is 100 MiB. memorix ingest image and the
legacy MCP image path limit automatic vision analysis to 20 MiB. Larger images
can still be imported and attached; they receive a text fallback instead of an
oversized provider request.
memorix media import --path ./architecture.png --json
memorix media list --kind image --json
memorix media show --asset <asset-id> --json
memorix media attach --asset <asset-id> --title "Architecture diagram" --json
memorix media remove --asset <asset-id> --force --json
memorix media cleanup --max-bytes 1073741824 --jsonMiniMax image creation is an explicit CLI action. Video creation is queued as a durable job, so it survives process restarts and can be inspected or cancelled.
memorix media generate image --prompt "..." --json
memorix media generate image --prompt "..." --image ./reference.png --json
memorix media generate video --prompt "..." --json
memorix media derive-pdf --asset <asset-id> --attach --json
memorix media derive-audio --asset <asset-id> --provider groq --attach --json
memorix media status --job <media-job-id> --json
memorix media cancel --job <media-job-id> --jsonSet MINIMAX_API_KEY (or MINIMAX_CN_API_KEY) outside Git before using
generation. Image-to-image passes the reference image through MiniMax
subject_reference for the image-01/image-01-live models. memorix_media is
the matching single MCP tool in every profile, including micro. Its
import/attach/list/show/derive-pdf/derive-audio/status/cancel actions are
available normally; generation requires MEMORIX_MCP_MEDIA_GENERATION=1
because it can incur provider charges. Text-only embedding providers never
produce a pretend image, audio, video, or document vector.
Audio transcription is also explicit. derive-audio consumes an existing
controlled audio asset and queues a durable transcript derivative. It supports
openai (OPENAI_API_KEY) and groq (GROQ_API_KEY) with no credential
fallback between them. MCP transcription is disabled until
MEMORIX_MCP_MEDIA_TRANSCRIPTION=1 is deliberately set.
memorix_ingest_image
This is the legacy full-profile MCP compatibility tool. It accepts image bytes,
imports the verified image into the same controlled media library, then creates
a text retrieval projection. Prefer memorix_media for new agent integrations.
Important inputs:
base64optional
filenameoptional
prompt
CLI equivalent:
memorix ingest image --path ./diagram.png11. Dashboard Tool
memorix_dashboard
Launch the local dashboard in the browser.
Important inputs:
optional
port
When using HTTP mode, the main dashboard is usually served from the same port as serve-http.
The Dashboard's Coordination Status page is read-only. It reads the selected project's agents, tasks, locks, handoffs, messages, and poll state from the persistent SQLite TeamStore; it does not expose team/task write endpoints or replace task execution and orchestration tools. A coordination read failure is returned as an explicit degraded/error response rather than an empty healthy snapshot.
12. Optional Graph Compatibility Tools
Memorix can expose MCP-compatible graph tools for workflows that expect the official memory-server style graph API.
Typical graph tool families include:
create entities
create relations
add observations
delete entities
delete observations
delete relations
search nodes
open nodes
read graph
These are optional compatibility tools rather than the main recommended Memorix workflow.
13. Observation Types
Common observation types include:
session-requestgotchaproblem-solutionhow-it-workswhat-changeddiscoverywhy-it-existsdecisiontrade-offreasoning
Each type helps retrieval and formatting behave differently, especially when combined with source-aware ranking.
14. Recommended Usage Pattern
For most agents, the best working pattern is:
memorix_searchto find relevant memoriesmemorix_detailfor full recordsmemorix_timelinefor chronological contextmemorix_storeormemorix_store_reasoningto write back important new context
Git Memory, retention, skills, and orchestration coordination tools sit on top of that core loop.
15. Related Docs
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- packages/memcode/examples/extensions/titlebar-spinner.ts (not served here)
- packages/memcode/examples/extensions/todo.ts (not served here)
- packages/memcode/examples/extensions/tool-override.ts (not served here)
- packages/memcode/examples/extensions/tools.ts (not served here)
- packages/memcode/examples/extensions/trigger-compact.ts (not served here)
- packages/memcode/examples/extensions/truncated-tool.ts (not served here)
- packages/memcode/examples/extensions/widget-placement.ts (not served here)
- packages/memcode/examples/extensions/with-deps/.gitignore (not served here)
- packages/memcode/examples/extensions/with-deps/index.ts (not served here)
- packages/memcode/examples/extensions/with-deps/package-lock.json (not served here)
- packages/memcode/examples/extensions/with-deps/package.json (not served here)
- packages/memcode/examples/extensions/working-indicator.ts (not served here)
- packages/memcode/examples/extensions/working-message-test.ts (not served here)
- packages/memcode/examples/rpc-extension-ui.ts (not served here)
- packages/memcode/examples/sdk/01-minimal.ts (not served here)
- packages/memcode/examples/sdk/02-custom-model.ts (not served here)
- packages/memcode/examples/sdk/03-custom-prompt.ts (not served here)
- packages/memcode/examples/sdk/04-skills.ts (not served here)
- packages/memcode/examples/sdk/05-tools.ts (not served here)
- packages/memcode/examples/sdk/06-extensions.ts (not served here)
- packages/memcode/examples/sdk/07-context-files.ts (not served here)
- packages/memcode/examples/sdk/08-prompt-templates.ts (not served here)
- packages/memcode/examples/sdk/09-api-keys-and-oauth.ts (not served here)
- server.json
Advantages
- Local-first: the memory stays in files or a database on your own machine (a rule-derived fact from the brain’s files, evidence: README.md)
- Works with 14 MCP clients (a rule-derived fact from the brain’s files, evidence: README.md)
- Open licence (Apache-2.0) (a rule-derived fact from the brain’s files)
Limitations
- Needs an API key (ANTHROPIC_API_KEY, API_ROUTE_API_KEY, ATLASCLOUD_API_KEY) (a rule-derived fact from the brain’s files, evidence: README.md)
- Needs a database (LanceDB, PostgreSQL, SQLite) (a rule-derived fact from the brain’s files, evidence: README.md)
- Runs code automatically: review what it runs before you open it (a rule-derived fact from the brain’s files)
- No ZIP download: install it from its source (a rule-derived fact from the brain’s files)
Security
Risk level: Low risk
This brain runs
Agent instructions that run or fetch something (23)
CLAUDE.md:CLI fallback: only after MCP is confirmed unavailable, run `memorix context --task "<current task>"` from the shell instead of skipping memory or hand-writing tool callsplugins/claude/memorix/SKILL.md:Run `memorix context --task "<task>" --fallback --brief-json` only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.plugins/claude/memorix/skills/memorix-git-memory/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Search what changed | `memorix_search` with a change-focused query | `memorix memory search --query "what changed <topic>"` | | Inspect a git-backed memory | `memorix_detail` | `memorix memory detail --id <id>` | | Ingest current co …[+257 chars]plugins/claude/memorix/skills/memorix-memory/SKILL.md:Run `memorix context --task "<task>" --fallback --brief-json` from the shell only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.plugins/claude/memorix/skills/memorix-orchestrate/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Run managed subagent execution | CLI | `memorix orchestrate --goal "<goal>" --agents claude:1,codex:1` | | Register coordination identity | `team_manage` action `join` | `memorix team join --agentType <agent>` | | Create or inspect …[+385 chars]plugins/claude/memorix/skills/memorix-troubleshooting/SKILL.md:| Symptom | Check | CLI fallback | |---|---|---| | MCP tools missing | host MCP config and restart | `memorix setup --agent <agent>` | | Unsure project is bound | project status | `memorix status` and `git status` | | HTTP MCP stale or unbound | background health and explicit session bi …[+33 chars]plugins/codebuddy/memorix/skills/memorix-git-memory/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Search what changed | `memorix_search` with a change-focused query | `memorix memory search --query "what changed <topic>"` | | Inspect a git-backed memory | `memorix_detail` | `memorix memory detail --id <id>` | | Ingest current co …[+257 chars]plugins/codebuddy/memorix/skills/memorix-memory/SKILL.md:Run `memorix context --task "<task>" --fallback --brief-json` from the shell only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.plugins/codebuddy/memorix/skills/memorix-orchestrate/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Run managed subagent execution | CLI | `memorix orchestrate --goal "<goal>" --agents claude:1,codex:1` | | Register coordination identity | `team_manage` action `join` | `memorix team join --agentType <agent>` | | Create or inspect …[+385 chars]plugins/codebuddy/memorix/skills/memorix-troubleshooting/SKILL.md:| Symptom | Check | CLI fallback | |---|---|---| | MCP tools missing | host MCP config and restart | `memorix setup --agent <agent>` | | Unsure project is bound | project status | `memorix status` and `git status` | | HTTP MCP stale or unbound | background health and explicit session bi …[+33 chars]plugins/codex/memorix/skills/memorix-git-memory/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Search what changed | `memorix_search` with a change-focused query | `memorix memory search --query "what changed <topic>"` | | Inspect a git-backed memory | `memorix_detail` | `memorix memory detail --id <id>` | | Ingest current co …[+257 chars]plugins/codex/memorix/skills/memorix-memory/SKILL.md:Run `memorix context --task "<task>" --fallback --brief-json` only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.plugins/codex/memorix/skills/memorix-orchestrate/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Run managed subagent execution | CLI | `memorix orchestrate --goal "<goal>" --agents claude:1,codex:1` | | Register coordination identity | `team_manage` action `join` | `memorix team join --agentType <agent>` | | Create or inspect …[+385 chars]plugins/codex/memorix/skills/memorix-troubleshooting/SKILL.md:| Symptom | Check | CLI fallback | |---|---|---| | MCP tools missing | host MCP config and restart | `memorix setup --agent <agent>` | | Unsure project is bound | project status | `memorix status` and `git status` | | HTTP MCP stale or unbound | background health and explicit session bi …[+33 chars]plugins/copilot/memorix/skills/memorix-git-memory/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Search what changed | `memorix_search` with a change-focused query | `memorix memory search --query "what changed <topic>"` | | Inspect a git-backed memory | `memorix_detail` | `memorix memory detail --id <id>` | | Ingest current co …[+257 chars]plugins/copilot/memorix/skills/memorix-memory/SKILL.md:Run `memorix context --task "<task>" --fallback --brief-json` only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.plugins/copilot/memorix/skills/memorix-orchestrate/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Run managed subagent execution | CLI | `memorix orchestrate --goal "<goal>" --agents claude:1,codex:1` | | Register coordination identity | `team_manage` action `join` | `memorix team join --agentType <agent>` | | Create or inspect …[+385 chars]plugins/copilot/memorix/skills/memorix-troubleshooting/SKILL.md:| Symptom | Check | CLI fallback | |---|---|---| | MCP tools missing | host MCP config and restart | `memorix setup --agent <agent>` | | Unsure project is bound | project status | `memorix status` and `git status` | | HTTP MCP stale or unbound | background health and explicit session bi …[+33 chars]plugins/cursor/memorix/skills/memorix-git-memory/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Search what changed | `memorix_search` with a change-focused query | `memorix memory search --query "what changed <topic>"` | | Inspect a git-backed memory | `memorix_detail` | `memorix memory detail --id <id>` | | Ingest current co …[+257 chars]plugins/cursor/memorix/skills/memorix-memory/SKILL.md:Run `memorix context --task "<task>" --fallback --brief-json` only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.plugins/cursor/memorix/skills/memorix-orchestrate/SKILL.md:| Situation | Prefer | CLI fallback | |---|---|---| | Run managed subagent execution | CLI | `memorix orchestrate --goal "<goal>" --agents claude:1,codex:1` | | Register coordination identity | `team_manage` action `join` | `memorix team join --agentType <agent>` | | Create or inspect …[+385 chars]plugins/cursor/memorix/skills/memorix-troubleshooting/SKILL.md:| Symptom | Check | CLI fallback | |---|---|---| | MCP tools missing | host MCP config and restart | `memorix setup --agent <agent>` | | Unsure project is bound | project status | `memorix status` and `git status` | | HTTP MCP stale or unbound | background health and explicit session bi …[+33 chars]plugins/gemini/memorix/GEMINI.md:Run `memorix context --task "<task>" --fallback --brief-json` only after MCP is unavailable, disabled, or not discoverable, and pass the user's real task text.
MCP servers (7)
README.md(memorix):memorix serveplugins/claude/memorix/.mcp.json(memorix):memorix serve --mode liteplugins/codebuddy/memorix/.mcp.json(memorix):memorix serve --mode liteplugins/codex/memorix/.mcp.json(memorix):memorix serve --mode liteplugins/copilot/memorix/.mcp.json(memorix):memorix serve --mode liteplugins/gemini/memorix/gemini-extension.json(memorix):memorix serve --mode liteplugins/openclaw/memorix/.mcp.json(memorix):memorix serve --mode lite
Hooks (20)
plugins/claude/memorix/hooks/hooks.json(SessionStart):memorix hookplugins/claude/memorix/hooks/hooks.json(PostToolUse):memorix hookplugins/claude/memorix/hooks/hooks.json(UserPromptSubmit):memorix hookplugins/claude/memorix/hooks/hooks.json(PreCompact):memorix hookplugins/claude/memorix/hooks/hooks.json(Stop):memorix hookplugins/codebuddy/memorix/hooks/hooks.json(SessionStart):memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json(UserPromptSubmit):memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json(PostToolUse):memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json(PreCompact):memorix hook --agent codebuddyplugins/codebuddy/memorix/hooks/hooks.json(Stop):memorix hook --agent codebuddyplugins/codex/memorix/hooks/hooks.json(SessionStart):memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json(PostToolUse):memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json(UserPromptSubmit):memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json(PreCompact):memorix hook --agent codexplugins/codex/memorix/hooks/hooks.json(Stop):memorix hook --agent codexplugins/copilot/memorix/hooks/hooks.json(sessionStart):memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json(sessionEnd):memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json(userPromptSubmitted):memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json(postToolUse):memorix hook --agent copilotplugins/copilot/memorix/hooks/hooks.json(preCompact):memorix hook --agent copilot
Binaries (5)
packages/memcode/examples/extensions/doom-overlay/doom/build/doom.wasm:ships native binariespackages/tui/native/darwin/prebuilds/darwin-arm64/darwin-modifiers.node:ships native binariespackages/tui/native/darwin/prebuilds/darwin-x64/darwin-modifiers.node:ships native binariespackages/tui/native/win32/prebuilds/win32-arm64/win32-console-mode.node:ships native binariespackages/tui/native/win32/prebuilds/win32-x64/win32-console-mode.node:ships native binaries
- Low risk: scripts-present (scripts/benchmark-retrieval.mjs)
- Low risk: scripts-present (scripts/large-store-gate.mjs)
Attribution and licence
- First committed by
AVIDS2
- Declared authors
- AVIDS2 (declared in package.json)
- Publisher
- Le_Ho (Community)
- Source
- AVIDS2/memorix · commit 6745280
- Licence
- Apache License 2.0 (files served here)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
- Contributors
- AVIDS2, noirgif, Tom-Ma-Ming, octo-patch, DennyHo0917
AutoGineer is not affiliated with or endorsed by AVIDS2.
Install from source
453 of its files are not served here, so there is no ZIP. AVIDS2/memorix at 6745280