Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Local shell history and AI agent sessions over MCP: search commands, failures, risk and git changes
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
作者没有在注册中心列出安装信息。请查看下方作者的 README。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 AppachiTech 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.5.2)于17天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Rust。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Total recall for your terminal. Shared memory for your AI agents.
Suvadu replaces your shell history with a SQLite-backed store. Every command gets structured context — exit code, duration, directory, executor, session. AI agents can query it via MCP. 100% local.
suv settingsWebsite & Docs: suvadu.sh · CLI Reference: suvadu.sh/cli · Blog: suvadu.sh/blog · What's new: CHANGELOG
# Homebrew (macOS & Linux)
brew tap AppachiTech/suvadu && brew install suvadu
curl -fsSL https://downloads.appachi.tech/suvadu/install.sh | bash
curl -fsSL https://downloads.appachi.tech/suvadu/install.sh | bash -s -- --user
cargo install suvadu
The install script puts suv in /usr/local/bin, using sudo only when that directory is not writable; --user or --dir DIR (or SUVADU_INSTALL_DIR) choose another place. Re-running it updates a script-installed suv where it already is — recognised by the suvadu link the script puts beside it — and when nothing has changed it downloads nothing but still repairs that link. If the suv on your PATH came from Homebrew or Cargo, it stops and names that package manager's update command; any other suv it did not install is left alone, and --user or --dir installs a separate copy on purpose. Run at a terminal, it offers to add the shell hook below to ~/.zshrc (or ~/.bashrc on Linux): it shows the line first, writes nothing unless you type y, keeps a copy of the file as .suvadu-backup, and never adds the hook twice. --no-modify-rc turns the offer off.
Then add shell hooks:
# Zsh
echo 'eval "$(suv init zsh)"' >> ~/.zshrc && source ~/.zshrc
echo 'eval "$(suv init bash)"' >> ~/.bashrc && source ~/.bashrc
Verify: suv status
Each command is recorded with its directory and, inside a git repository, the branch it started on (the short commit hash for a detached HEAD). The branch is read from the repository's files — no git runs at your prompt — and shows in recall's detail pane. A command that changes directory, like cd ../other, is filed under the branch it was typed on; one that switches branches, under the branch it switched to. Turn it off with *Record Git Branch* in suv settings or [shell] capture_git_branch = false.
Staying up to date. Once a day, in the background, Suvadu looks up the newest release number (the same version.txt that suv update reads) and, when there is a newer one, says so in one line before a command you run at a terminal — at most once a day, with the update command for how you installed it (brew upgrade suvadu, cargo install suvadu or suv update). Nothing about you or your history is sent. It never runs in shell hooks, recall, scripts, pipes or CI. Turn it off with *Check for Updates* in suv settings, [update] check = false in config.toml, or SUVADU_NO_UPDATE_CHECK=1.
In zsh, Up and Down recall from Suvadu as soon as the hook is loaded; there is nothing else to set up. Up brings back the newest command that starts with what you have typed, then older ones, newest first — the current directory only breaks ties between commands recorded at the same millisecond — and Down walks back towards what you typed. Only commands you typed are recalled: Alt+A shows AI-agent commands too, for that shell.
suv settings, or [shell] enable_arrow_navigation = false in config.toml. It takes effect in new shells (or exec zsh), which keep zsh's own Up/Down and leave Alt+A alone.Ctrl+R; Up and Down keep Bash's own history.bindkey '^[[A' should print "^[[A" suvadu-up-arrow, and bindkey '^[OA' (the sequence many terminals send) "^[OA" suvadu-up-arrow.eval "$(suv init zsh)" rebound it — oh-my-zsh's key bindings, zsh-history-substring-search, zsh-vi-mode, fzf's key bindings, atuin and mcfly all bind Up. Put the eval "$(suv init zsh)" line last in ~/.zshrc, after your plugin manager and plugins, then exec zsh; a plain setting such as ZSH_AUTOSUGGEST_STRATEGY can still follow it. zsh-vi-mode binds its keys at the first prompt instead, so also set ZVM_INIT_MODE=sourcing before it loads.~/.zshrc has run — the hook checks whether Up is still Suvadu's and notes what took it over; doctor's *Up-arrow* line names that widget and the fix, and the note is removed when a later zsh finds Up is Suvadu's again. The check prints nothing, costs about 0.8 ms per shell start (BENCHMARKS.md), and is skipped when arrow navigation is off.zsh-autosuggestions. The zsh hook ships a strategy for zsh-autosuggestions that suggests what Up-arrow would recall — the newest command starting with what you typed, with AI-agent commands hidden unless Alt+A revealed them. Enable it in ~/.zshrc, falling back to zsh's own history when Suvadu has nothing:
ZSH_AUTOSUGGEST_STRATEGY=(suvadu history)
Each suggestion is one suv get lookup, the same one Up-arrow makes (its cost is in BENCHMARKS.md). zsh-autosuggestions 0.7 fetches suggestions asynchronously by default, so typing does not wait for it.
`no such file or directory` pointing at an old path (e.g. suv:8: no such file or directory: /opt/homebrew/bin/suv) — The shell hook records the absolute path of the suv binary when your session starts. If you move the binary — switching package managers (e.g. Homebrew → Cargo), running brew unlink suvadu, or uninstalling and reinstalling elsewhere — already-open shells keep pointing at the old, now-deleted path. Reload the shell to pick up the new location:
exec zsh # or: exec bash
(or just open a new terminal). Also make sure the new location, such as ~/.cargo/bin, is on your PATH.
Up-arrow shows zsh's own history, not Suvadu's — Check: bindkey '^[[A' or bindkey '^[OA' prints a widget other than suvadu-up-arrow (such as up-line-or-beginning-search or history-substring-search-up), and suv doctor's *Up-arrow* line says what took it over. Cause: a plugin loaded after the hook rebound the key, arrow navigation is off (*Enable Arrow Key Navigation* in suv settings), or the shell is Bash, whose Up keeps Bash's own history. Repair: move eval "$(suv init zsh)" to the end of ~/.zshrc and run exec zsh, or turn the setting back on. See Up-arrow recall.
More at suvadu.sh/cli/shell-integration.
suv # Home: find any feature by what you want to do (also suv home)
suv search # Interactive search TUI (also Ctrl+R) suv history # Print last 25 commands (pipeable) suv history --json -n 100 # Last 100 commands as JSONL suv stats # Stats dashboard with heatmap suv replay --after today # Timeline of today's commands suv sessions # Browse shell and AI sessions together suv doctor # Check installation health suv agent dashboard # Monitor AI agent activity suv agent prompts # Browse prompts and their commands suv agent sessions # List captured Codex/Claude sessions and reported tokens suv skills # Interactive skills management (browse, add, edit, sync, review) suv skills add my-skill # Add a skill any MCP-capable agent can read suv skills sync # Materialize skills into Claude Code/Cursor/Codex suv skills trust # Trust this repo's .suvadu/skills/*.md so sync writes them suv bookmarks get box --set host=db1 # Print a bookmark with its {{placeholders}} filled
Commit skills next to the code, one Markdown file each, in .suvadu/skills/:
---
name: release # optional; defaults to the file name (release.md) description: How we cut a release triggers: [release, tag] targets: [claude-code, codex] # optional; default: every agent
Everyone who clones the repository gets them, so Suvadu treats them as untrusted until you have read them:
suv skills list # repo skills show origin 'repo' and 'untrusted'
suv skills show release # read one (its file path, trust, body) suv skills trust --dry-run # list this repository's skills and their state suv skills trust # trust them (or: suv skills trust release) suv skills sync # from the repository root: writes them like project skills
.suvadu/skills/ folder, looking up from where you are but never above the git repository's root. Repo skills sync from that directory, into its .claude/skills/, .cursor/rules/ and AGENTS.md, exactly where a project skill would go.suv skills trust --repo PATH for another checkout). When the file changes — after a pull, say — it is *changed since trusted*: the next sync stops writing it and removes the copy it wrote, until you trust it again. suv skills untrust takes trust back, and the next sync removes the copies.suv skills they are read-only and show their path; edit, rm and disable refuse them and say w只显示了开头部分;其余内容请在仓库中阅读