Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Local-first project memory with legacy MCP and 2026 discovery compatibility.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"memorix": {
"command": "npx",
"args": [
"-y",
"memorix",
"serve"
]
}
}
}Run this in your terminal
claude mcp add memorix -- npx -y memorix servePaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"memorix": {
"command": "npx",
"args": [
"-y",
"memorix",
"serve"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"memorix": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"memorix",
"serve"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account AVIDS2, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.10.2) reached the registry 7 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Memorix
Local-first shared memory layer for AI coding agents.
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.
Listed in the official MCP Registry
Shared Project Memory | MCP | Git Memory | Reasoning Memory | Plugins | Orchestration
Website | Chinese | Install | Capabilities | Agents | Quick Start | Memory Model | memcode | Active Work | Docs
Maintainer status and the current public work boundary live in
ACTIVE_WORK.md. It is the repository's single living work
tracker.
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.
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 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` |
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.
Claude Code
official plugin + MCP + hooks + skills
Codex CLI
official plugin + MCP + AGENTS.md
GitHub Copilot CLI
plugin + MCP + hooks + skills
Cursor
MCP + rules + skills
Windsurf
MCP + rules + hooks
Gemini CLI
extension + MCP + hooks + skills
OpenCode
local plugin + MCP + skills + AGENTS.md
pi coding agent
package + extension + skill
Kiro
MCP + steering + hooks
Antigravity
plugin + MCP + hooks + skills
Trae
MCP + project rules
memcode
bundled terminal agent
<img src="https://raw.githubusercontent.com/openclaw/openclaw/main/ui/public/favicon.svg" alt="OpenClaw" width="48" he
Only the beginning is shown; read the rest in the repo