Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"linksee-memory": {
"command": "npx",
"args": [
"-y",
"linksee-memory"
]
}
}
}ターミナルでこれを実行します
claude mcp add linksee-memory -- npx -y linksee-memoryプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"linksee-memory": {
"command": "npx",
"args": [
"-y",
"linksee-memory"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"linksee-memory": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"linksee-memory"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月8日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント michielinksee で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.19.0)がレジストリに届いたのは昨日です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Context7, Codebase Memory, Exa
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
A local MCP memory server: one SQLite file on your machine that Claude Code, Cursor, Windsurf, OpenAI Codex and Gemini CLI all read and write. No account, no credit card, no cloud, no API key. The server makes no network calls; telemetry is opt-in and off by default.
It is for handing a project over — to your next session, to another client, to the person after you — with the reasons attached. Every client can save and search the memory. In Claude Code, hooks also bring a recorded decision back at session start and before an edit. Drift detection shows which recorded decisions the code has since left.
Needs Node.js 22.16 or later (recommended: SQLite with FTS5 is built into Node, nothing is compiled), and Claude Code or Codex to try it (either one is enough). Node 20 and Node 22.0–22.15 still work through better-sqlite3, which then has to be built on install — on npm 12 that means allowing its install script (see troubleshooting).
Claude Code, from inside a session (plugin: MCP server and skill, no hooks):
/plugin marketplace add michielinksee/linksee-memory
/plugin install linksee-memory@linksee-memory
Or from a shell, which also installs the hooks:
npx -y linksee-memory setup # Claude Code: MCP server, skill, hooks
codex mcp add linksee -- npx -y linksee-memory # Codex: the same memory
The plugin starts the server with npx -y linksee-memory@latest and ships the same skill setup installs. It has no hooks: the Stop hook (auto-capture) and the re-injection guard come only from setup. One or the other, not both:
setup? Do not add the plugin. With both, Claude Code runs the server twice (linksee and plugin:linksee-memory:linksee)./plugin → Installed → linksee-memory → disable, or claude plugin disable linksee-memory@linksee-memory), then run npx -y linksee-memory setup. The memory file is the same; nothing is lost.remember (the skill tells it when)./mcp and check that plugin:linksee-memory:linksee is connected. If it is not, disable the plugin first (previous bullet), then run npx -y linksee-memory setup from the shell block above. setup registers the server with claude mcp add, the form that is known to work on Windows, and it does not disable the plugin for you.One command for Claude Code. setup --dry-run prints what it would change. It edits ~/.claude/settings.json, so the hooks apply in every repo, and keeps the old file as settings.json.bak- (what it writes).
A new install has an empty memory, so "how did we solve this before?" finds nothing yet. Try this instead:
entity: repo-a and by: ; entity_name on the recall narrows by a part of the entity name (repo-a also matches repo-a-backup).remember the new decision with supersedes: . recall then shows only the new one (supersedes # ); include_superseded: true shows both.Where the first round trip is known to work. Most cells are empty because nobody has tried them yet, not because they fail.
| Client | Windows | macOS | Linux |
|---|---|---|---|
| Claude Code | verified | reported | untested |
| Codex | untested | untested | untested |
| Cursor | untested | untested | untested |
| Windsurf | untested | untested | untested |
| Gemini CLI | untested | untested | untested |
If you fill one cell, your name goes in the weekly report under "Added by others". Report your client and OS — five fields, no database contents.
Weekly report: Discussion #16.
remember.~/.linksee-memory/ (with every client closed).npx -y linksee-memory@0.17.2 migrate --dry and npx -y linksee-memory@0.17.2 migrate: it migrates a copy and moves the original files, as one set, into memory.db.pre-migrate- / (details and how to go back).Docs: docs.linksee.app · Site: linksee.app (setup guides for non-developers) · Free, MIT, local only — there is no paid tier you need.
setup registers the MCP server (claude mcp add -s user linksee -- npx -y linksee-memory), installs the agent skill, adds a Stop hook that saves each session, and wires the re-injection guard for every repo (--project-guard for this repo only, --no-guard to skip). Running it again changes nothing that is already in place.
| File | What |
|---|---|
~/.claude.json | the linksee MCP server (via claude mcp add) — undo with claude mcp remove linksee |
~/.claude/skills/linksee-memory/SKILL.md | the agent skill |
~/.claude/settings.json | the Stop hook (auto-capture) and the SessionStart / PreToolUse guard hooks. Merged into what is there — other hooks and settings are kept. If the file does not parse, setup leaves it untouched and says so. Before changing it, setup keeps the previous file as settings.json.bak- : to undo, copy that file back over settings.json. |
~/.linksee-memory/runtime/ / | only when setup ran from a temporary location (npx, pnpm dlx, bunx, or the system temp directory): setup runs npm install --prefix ~/.linksee-memory/runtime/ --no-save --omit=dev linksee-memory@ once (shown with its size; this downloads from the npm registry), because the hooks call node on it directly and those locations are temporary. Older versions are not removed automatically (about 35 MB each): setup prints the folder, and npx -y linksee-memory runtime prune lists them with what references each. With --yes --scope-confirmed it deletes only versions no settings file references; it cannot see other repos where you ran setup --project (pass their .claude/settings.json with --settings), and if a settings file cannot be read or parsed it deletes nothing. If the install fails, the hooks stay on the npx form. |
~/.linksee-memory/telemetry-consent | your telemetry answer (off unless you said yes) |
To remove everything: claude mcp remove linksee, delete the linksee hooks from settings.json (or copy the .bak back), then rm -rf ~/.claude/skills/linksee-memory ~/.linksee-memory — the last one deletes the memory stored in that folder. It does not reach copies you made yourself (for example to hand the memory over) or telemetry already sent if you opted in. Linksee itself never sends memory text anywhere. Step by step, with manual setup: docs/install.md.
Every client points at the same stdio command and the same ~/.linksee-memory/memory.db. A decision made in Claude Code is recalled in Cursor.
| Client | Where |
|---|---|
| OpenAI Codex | codex mcp add linksee -- npx -y linksee-memory |
| Cursor | ~/.cursor/mcp.json |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
| Gemini CLI | ~/.gemini/settings.json |
| Claude Desktop | claude_desktop_config.json |
The JSON clients take the same block:
{ "mcpServers": { "linksee": { "command": "npx", "args": ["-y", "linksee-memory"] } } }
Full configs, including Codex's config.toml: docs/install.md.
| Say this | What happens |
|---|---|
| "use linksee" | Recalls relevant memories before acting |
| "linksee this" | Saves the decision or lesson now |
| "what's drifting?" | Checks reality against the decisions you recorded |
Adding "Use Linksee Memory" to your system prompt or CLAUDE.md prompts the agent to call recall more often; whether it does is still up to the agent.
What each part does, and where:
remember saves to the one SQLite file; recall searches it when the agent calls it.remember({ content, anchor: {} }) also records the decision as an anchor. At session start the guard hook adds a short digest of recorded decisions (up to 8). Before an Edit / Write / Bash, a decision comes back only if it matches: with affects globs, the edited path must match (a Bash command that names no file can still match on a violation_signal); without affects, a detect_terms or violation_signal hit is needed. An empty anchor: {} has none of these, so it appears only in the session-start digest, never before an edit.anchor: { violation_signal: ["pgvector"] }. An empty anchor: {} is stored as a constraint and is re-injected, never matched as a contradiction. A match warns; after resolve_drift(action: "harden") it blocks. The guard fails open: its own errors never block anything. Details: docs/guard.md.Three for memory, three for drift, and share_draft,
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