Power your agent
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Host a copy with our keys and logs.
cargo suvaduClaude Code ไม่มีลิงก์ติดตั้งสำหรับคำสั่งแบบโลคัล ให้คัดลอกคำสั่งด้านล่างแล้วรันในเทอร์มินัล
claude mcp add appachitech-suvadu -- cargo suvaduรันในเทอร์มินัล
{ "mcpServers": { "appachitech-suvadu": { "command": "cargo", "args": [ "suvadu" ] } }}claude_desktop_config.json
URL แบบรีโมตหรือคำสั่งบนเครื่องของคุณ? การติดตั้งสองแบบต่างกันอย่างไร
รันบน PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
เปิดจากผู้เผยแพร่
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.
Shell history replacement with AI agent tracking and MCP server. Built in Rust, 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
# Install script (macOS & Linux)
curl -fsSL https://downloads.appachi.tech/suvadu/install.sh | bash
# Install script, into ~/.local/bin without sudo
curl -fsSL https://downloads.appachi.tech/suvadu/install.sh | bash -s -- --user
# Cargo (Rust 1.95 or newer)
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 "$(suv init zsh)"' >> ~/.zshrc && source ~/.zshrc
# Bash
echo 'eval "$(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.suv doctor reports it. Once per zsh, at its first prompt — when all
of ~/.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
---
1. Bump the version in Cargo.toml.
2. Tag, then push the tag.
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 which file to change.list_skills, get_skill and search_skills include the
repo skills of the project the agent names (scope) or the server runs
in, with source repo, the file path and the trust state. An untrusted
or changed one is listed by name and path only: its description and body
are not served until you trust it.- and _, it is a symlink, it is over 256 KB or not
UTF-8, it has no body, or its targets names an unknown agent.A bookmark can be a template:
suv bookmarks add "ssh {{user:root}}@{{host}} -p {{port:22}}" -l box
suv bookmarks # pick it: a popup asks for user, host, port
suv bookmarks get box --set host=db1 # prints: ssh root@db1 -p 22
{{name}} is a placeholder; {{name:default}} gives it a default
(everything after the first :, verbatim). Names start with a letter or
_ and continue with letters, digits, _ or -; {{ name }} is fine.\{{ is a literal {{. Anything else in double braces that is not a
placeholder — {{.State.Status}} in a docker inspect -f, a {{ with
no }} — is left exactly as typed.$ the way the shell needs.Tab/Enter moves to the next value, Enter on
the last puts the filled command on your prompt (it is never run), and
Esc goes back to the list. suv bookmarks get fails with the names of
any placeholders left without a value or default.list_snippets tool lists your bookmarks with each one's
placeholders and defaults (read-only), so an agent can fill one with
suv bookmarks get … --set … rather than retyping it.suvRun suv on its own (or suv home) to open Home: a searchable map of what
Suvadu can do, grouped by task:
find a command, review a session, organize commands, understand your
activity, review AI activity, connect tools, and manage Suvadu. Type to
search the features — not your history — with words like failed,
backup, prompts or atuin; each feature shows what it does and the
real command behind it.
Enter opens what is selected, and never runs anything in your shell:
Ctrl+R from your shell is
still the way to put a command on your prompt.F1 lists the keys and F2 opens the command reference: the overview
suv --help prints and every command's own help.
To have a bare suv print the classic command overview instead, set the
Startup Screen to help in suv settings, or in your config.toml:
[home]
startup = "help" # or "home" (the default)
icons = "ascii" # or "unicode" for the category markers
This is read from your own config only — a project's .suvadu.toml cannot
change it. Scripts, pipes and TERM=dumb always get the overview, on
stderr with exit status 2 as before, so nothing that runs a bare suv
non-interactively changes. suv home opens Home whatever the setting says,
and suv --help always prints the overview.
Matching decides which commands are eligible, scope decides where to look, and ranking decides only the order. They are three separate controls, and changing one never changes what another does.
Matching — --match, or ^X in the search UI:
Words are ANDed, never ORed. There is no quoting syntax and punctuation is
never stripped, so git-push is one word. Matching is case-insensitive.
terms and fuzzy fold Unicode case too: ÉCHO finds écho, σ finds
ΟΔΟΣ and straße finds STRASSE. In terms that applies to a word with a
non-ASCII letter in it; a word typed in plain ASCII is looked up in the
search index, which folds ASCII case only, so STRASSE does not find
straße. fuzzy folds every query. literal and prefix are answered by
SQLite's LIKE, which folds ASCII only. There are no language-specific
rules: Turkish İ folds to i plus a combining dot, and dotless ı stays
its own letter. Every mode narrows in the database, so how old a match is
never decides whether it is found.
Separators — the one fallback. When a terms query matches nothing in
the current scope and filters, it is asked again with separators ignored —
whitespace, -, _, ., / and : are dropped from both your words and
the commands. hiveagent then finds hive-agent, hive_agent, hive.agent,
hive/agent and hive:agent, and hive-agent finds hiveagent. Every word
must still appear. The results title says ignoring punctuation (-_./:), the
status row says Match terms (loose), and the matched text — separators
inside it included — is marked as usual. It never mixes with exact matches:
if anything matches as typed, only that is shown, so the count and every page
come from one rule. literal, prefix and fuzzy have no fallback. The MCP
search_commands tool falls back the same way for its whole query, and its
response notes no exact matches; showing matches ignoring punctuation (-_./:).
Scope — --scope, ^P to cycle, ^R to reset:
A scope that cannot apply here (no repository, no session) says so on stderr and falls back explicitly; it never silently widens.
Ranking — terms and fuzzy order matches by how well they match:
whole-query prefix first, then a contiguous substring, then your words in
query order, then in any order. That tier always comes first: nothing below
lifts a command over a closer textual match. Within a tier, one score
decides. It is a fuzzy score, adjusted for command length and for having been
typed by you rather than by an agent, and — in Smart rank (^S,
search.context_boost, on by default) — multiplied by:
search.cwd_boost_percent);suggest_next tool ranks by;git add -A, git commit comes before the git status
you run far more often. It needs the shell session ($SUVADU_SESSION_ID,
set by the shell hook), and search.sequence_boost = false (Sequence
Boost in suv settings) turns off this boost alone.Frecency, outcomes and sequences count every run of that exact text in your history, not
only the matching ones; agent runs count only while agent commands are shown.
Ties go to interactively typed commands, then to the newest (Executions) or
the most-run (Commands). Recent rank (^S again) leaves those four
boosts out: within a tier, the fuzzy score and the human boost alone, then the
same ties. literal, prefix and an empty query are
not re-ranked at all: those come back newest first.
At most 5,000 matches are ordered. That caps the ranking work, not how much history was searched, and not how much of it you can reach: matching and counting finish in the database, so the result count is the real number of matches and every page of it can be opened. Pages past the ranked window come back newest first — a relevance order computed from only part of the result set would be arbitrary there.
Typing never waits for a search. Each query runs on a background thread
with its own read-only connection. A keystroke that changes the query abandons
the search still running — SQLite stops it mid-scan — and results that arrive
for an older query are discarded. Enter, the arrow keys and every other key
that acts on the results first waits for the results of what is typed now, so
what you accept always matches the query on screen; until they arrive the
results title says searching….
Reading the list. The characters your query matched are underlined and
emphasised in every row, over the usual syntax colours, so it is clear why a
command matched. Recall opens in Commands, where identical commands share
one row showing when the command last ran and how many runs matched, so a
command you ran fifty times does not push every other candidate off the
screen. ^U switches to Executions — every recorded run, with its time,
directory and outcome — and back; the results title says which you are
looking at and counts in those units, and the command you had selected stays
selected across the switch. To start in Executions instead, set
search.show_unique_by_default = false (or turn off Start in Commands View
in suv settings). A row too long
for the list ends in …; the selected row wraps so all of it is visible.
A command is grouped only with exactly the same text, so whitespace that
would otherwise be invisible is drawn: · for a leading or trailing space,
↵ and ⇥ for line breaks and tabs. When a command holds something that
cannot be read off the screen — a tab, a zero-width space, a direction
override — the detail pane adds its escaped Raw form. ^V opens that raw
view for any command, scrollable however long it is: every space drawn as ·,
every hidden character escaped, a line per line break, with its exact length.
Enter puts the command on your prompt (or prints it, from suv search) —
it never runs anything. The footer keeps to the core keys; ? lists every
shortcut.
Up/Down arrow recall is a different, simpler path: prefix match, newest first, no deduplication, with the current directory used only to break ties between commands recorded at the same millisecond — see Up-arrow recall.
suv search --compact draws the same UI inline under your prompt instead of
taking over the screen, so the output you were reading stays visible.
Making a choice stick. search.match_mode, search.scope and
search.compact set the default for every recall. Set them on the Search tab
of suv settings (Default Match Mode, Starting Scope, Compact Recall),
or in the [search] section of config.toml, in the config directory listed
under Data Storage. Saving from suv settings
keeps every other key in that file, including ones it does not recognise. All
three default to the behaviour of earlier releases.
suv import --from bash-history --dry-run ~/.bash_history # preview counts, writes nothing
suv import --from bash-history ~/.bash_history # import
suv import --from zsh-history ~/.zsh_history # zsh equivalent
The input file is only read, never modified, and re-running the same import
adds nothing while genuinely repeated executions in the file are all kept.
Both importers apply your redaction and exclusion patterns exactly as live
recording does, and report excluded/redacted counts without echoing any
command text. Neither takes a backup of your Suvadu database first — only
the Atuin importer does that; run suv backup yourself if you want one.
What a Bash history file can and cannot give you:
suv import --from atuin-db --dry-run ~/.local/share/atuin/history.db # preview, writes nothing
suv import --from atuin-db ~/.local/share/atuin/history.db # import
The Atuin database is opened read-only — Suvadu never writes to it, never
copies the file behind SQLite's back, and reads the whole history inside one
transaction so a running Atuin can keep recording. Before writing, Suvadu takes
a consistent backup of its own database and prints the cp command that
restores it, then verifies afterwards that the Atuin file is byte-identical and
that the entries it claims to have written are really there. Re-running the
import adds nothing.
Tested against Atuin 18.0.0 – 18.23.0 (history schema 20210422143411 –
20260818000000); 18.23.0 by importing a database the real Atuin 18.23.0
binary wrote, with scripts/test-atuin-import.sh. A database carrying a migration this release has not been
tested against is rejected with the migration id rather than guessed at — run
suv update and try again.
suv init claude-code # Claude Code — commands, sessions, tokens + MCP
suv init codex # Codex — commands, sessions, tokens + MCP
suv init cursor # Cursor — commands, sessions (no tokens) + MCP
suv init opencode # OpenCode — plugin + full session capture (commands, sessions, tokens)
suv init pi # pi.dev — extension + prompt capture
suv init antigravity # Antigravity — agent commands (via ~/.zshenv)
After setup, relaunch the configured agent. For either VS Code extension, fully quit and reopen VS Code. Codex also requires reviewing/trusting the Suvadu hooks when prompted (or through /hooks). Both installers preserve unrelated hooks and configure the Suvadu MCP server; Codex backs up an existing hooks.json before changing it and uses CODEX_HOME when set.
Three different things get called "AI agent support". Here is which one you get:
The last row is command tagging, not an integration: the shell hook recognises the environment variable those tools set and labels commands with the right executor. There is nothing to install and no prompt is captured.
Antigravity's agent runs each command as zsh -c '<command>' from its language
server, a shell that never reads ~/.zshrc, so the shell hook cannot see it.
suv init antigravity writes a capture script to
~/.config/suvadu/hooks/antigravity-zsh.sh and adds a marked block to
~/.zshenv ($ZDOTDIR/.zshenv when set), backing up the previous file as
.zshenv.suvadu-backup-<id>. The block sources the script only when
$ANTIGRAVITY_AGENT is set in a non-interactive zsh running a -c command;
every other shell skips it. Each agent command is recorded when its shell
exits, with exit code, duration and directory, in a session per Antigravity
run (antigravity-<pid>). Only zsh is covered. A command Antigravity starts
with exec, or one killed by a signal, is not recorded. To make the shell wait
for the command so it can record it, the script sets a no-op EXIT trap,
which replaces an EXIT trap set earlier in ~/.zshenv in those shells only.
suv uninstall removes the block.
Only the Codex and OpenCode figures above are versions Suvadu has actually
been exercised against; nothing enforces them at runtime except for Atuin
imports, where the schema really is checked. If an agent changes its hook or
plugin contract, capture can degrade silently — suv doctor reports per
agent whether its process was detected, its integration is installed, and
commands, native sessions and MCP registration have been seen.
With [capture] failure_output = true (Keep Failure Output in
suv settings; off by default), a command that fails keeps the last 4 KB it
printed — where Suvadu already has that output:
Recall's detail pane shows it under a failed command (Shift+Tab scrolls a
long one), and the MCP what_failed, command_status and
learn_from_failures tools and the failures/recent resource show its last
three lines (all of it with detail=true), marked as the command's own text
rather than instructions; without it they say plainly that why a command
failed is not known.
Escape codes and progress redraws are stripped, secrets are redacted with
the same rules and per-directory policy as the command (before the text is
cut), an excluded command keeps nothing, and a project's .suvadu.toml can
turn it off but not on. Under suv wrap the command's stderr is a pipe, so a
program that colours or animates only on a terminal prints plainly there, and
a background process it leaves running loses its stderr once suv wrap
exits. The output goes with its command on suv delete, travels in JSON and
JSONL exports, and suv gc --failure-output deletes all of it while keeping
the commands.
For a failed command, recall's detail pane says what fixed it before —
Last time this failed, you fixed it with: git status (3×) — and the MCP
what_failed and learn_from_failures tools add a fixed before (inferred) line. Nothing new is recorded for it: it is worked out from your
history when asked, from the newest 50 failures of exactly that command
(exit status other than 0 and Ctrl+C's 130). After each one, Suvadu looks at
the next 20 commands of the same session, started within 15 minutes, in the
same directory, skipping other failures:
cargo build →
cargo build --release), or a small edit of the line (gti status →
git status, at most one change per eight characters);npm install before
npm test) or a package install — is the fix (you fixed it with: npm install, then reran it); with no setup step it passed when you reran it
unchanged;cd, ls, cat, git status/diff/log/
show, an editor) is skipped, and any other successful command ends the
search without a fix.Fixes are counted across those failures and the most common is shown. It is an inference from what ran next, never an observed cause. Each lookup takes under a millisecond on a 100,000-command history (BENCHMARKS.md), and recall makes it once per selected failed command.
When a Claude Code, Codex, OpenCode or Cursor session works in a git repository,
Suvadu takes a git snapshot of it at the session's first prompt and again
at each turn end (Claude Code and Codex UserPromptSubmit and
Stop/SessionEnd; OpenCode's prompt and session.idle): the commit and
branch checked out, and which paths git status reports as staged,
unstaged, untracked, renamed, deleted or conflicted. Paths only — never
file contents, never diffs. The first snapshot is kept; each turn end
replaces the last one, so a session holds at most two.
git runs only at those moments, never per command, as
git --no-optional-locks status --porcelain=v2 --branch -z with
core.fsmonitor off, so it never takes the index lock from under the agent
and a repository's own config cannot make it run a program. It gets 2
seconds; if it is slower, missing from PATH or the directory is not in a
repository, nothing is recorded and the agent's hook carries on. Outside a
repository no git process starts. In a 10,000-file repository a snapshot
adds about 30–35 ms to the hook that takes it, nearly all of it git status
(Apple M4 Max; see BENCHMARKS.md); later prompts add under 1 ms.exclusions are left out (and counted), the rest and
the branch name are redacted like command text, and at most 500 paths are
kept — a snapshot says when more changed.suv settings or
[agent] record_git_snapshots = false; a project's .suvadu.toml can turn
it off but not back on. Paused capture records none.suv agent delete-session; suv gc
removes those a day old whose session left no other record. They are not
exported, like the agent sessions they belong to.Cursor sessions get them too, at beforeSubmitPrompt and stop.
The MCP what_changed tool reads them. Given a session_id, it compares the
session's two snapshots and reports, with provenance: observed, the paths
whose git status changed in between and the commits made between the two
HEADs, which it asks the repository for at that moment (git rev-list,
git log, git diff --name-only, under the same 2-second limit) — so a
commit made during the session is listed with its subject and the files it
touched. Those subjects and paths are never stored, and get the repository's
own exclusions and redaction before they are shown; if the repository or the
commits are gone, it gives just the two HEADs. A path changed in the
repository, not necessarily by the agent, and a path that already showed
a change at the start and shows the same one at the end is not listed even if
it changed again. Without both snapshots it falls back to reading the
session's commands for their likely effect, marked inferred, and says why.
Asked about a directory and a time window instead, it lists the sessions there
that have snapshots before its usual command-text breakdown.
In suv sessions, an AI session's timeline header says what its snapshots
saw — Changed: 3 files, 1 commit — on terminals at least 100 columns wide,
and the handoff scaffold (h) lists the commits and changed paths under
Changed-file evidence, citing the two snapshots.
suv wrap command printed. Agent git snapshots name the
paths that changed, never their contents.capture.unverifiable.agent.prompt_capture_max_chars (default 4000).timing_source = hook_received). Codex leaves the exit code
unknown when it does not supply a structured one; Claude Code and Cursor
infer 0 from a success hook; pi.dev's bash tool does not expose one, so its
extension guesses.A session header therefore reports what Suvadu knows it missed
(known_missing: a paused window, a directory where capture was switched
off, token counters it could not follow) separately from what it never
observes at all. complete means no gap was recorded — never that
everything the agent did is here.
suv history --executor openai-codex
suv agent prompts --executor openai-codex
Codex shell commands link to the prompt from the same turn. Prompts without recorded commands do not appear in the prompt explorer. Capture respects Suvadu's recording and redaction settings. Hook timestamps reflect receipt time; exit status stays unknown when Codex does not provide a structured exit code. This requires a Codex version supporting UserPromptSubmit and PostToolUse hooks (tested with CLI 0.153.4). Stop and SessionEnd hooks also incrementally import Codex's native transcript for prompts, final assistant answers, and provider-reported token usage, independent of shell commands (bounded to 16 MiB per record) — this part requires a Codex version supporting Stop/SessionEnd hooks too.
Claude Code commands link to their native prompt turn after transcript reconciliation. Stop and SessionEnd hooks incrementally import local transcript records for prompts, assistant text, models, and provider-reported token usage. Thinking blocks, attachments, images, file contents, and raw tool results are not stored in Suvadu.
suv init opencode installs a plugin at ~/.opencode/plugins/suvadu.js and also registers that directory in ~/.config/opencode/opencode.jsonc's plugin array — OpenCode does not reliably auto-load plugins from the directory alone. If your opencode.jsonc already has JSONC-style comments (which this step can't safely parse and rewrite without risking the rest of your config), it prints the exact line to add yourself instead. Bash commands OpenCode executes are recorded immediately; prompts, assistant responses, model, and token usage are captured when a session goes idle, via OpenCode's own session.messages API. The plugin hands Suvadu only what it stores — each message's text, model and token counts, never tool output or reasoning — and only the messages it has not already imported, so a long session costs each idle only its new messages. Rerun suv init opencode after upgrading Suvadu or OpenCode, then fully quit and relaunch OpenCode so the updated plugin and config take effect. Tested against OpenCode CLI 1.18.30; if OpenCode reports a plugin load error after an OpenCode upgrade, its plugin contract may have changed again and suv init opencode will need a matching update.
suv init cursor registers four hooks in ~/.cursor/hooks.json, beside any you already have there: afterShellExecution (commands), beforeSubmitPrompt (prompts), and afterAgentResponse and stop (the final response of each turn and how it ended). Each Cursor conversation becomes one session, cursor-<conversation_id>, with the conversation's commands linked to the turn (Cursor's generation id) they ran in. The caveats are Cursor's: its hooks report no token usage, so a Cursor session's tokens are unavailable — never zero — and its capture status says so; they carry no timestamps, so events are timed when the hook receives them; Cursor sends only the final response text of a turn, so intermediate assistant messages, thinking (afterAgentThought, not installed) and tool calls other than shell commands are not captured; and an event is captured only when Cursor names a workspace, whose .suvadu.toml decides its redaction and exclusions. Rerun suv init cursor and restart Cursor after upgrading Suvadu.
For agents configured with MCP, ask: "What commands failed in this project recently?"
Both show "what the agent did", from two different stores, and neither subsumes the other.
suv agent prompts) is built from recorded shell
commands. It groups them by the prompt that was live when they ran and
reports that turn's command count, successes, failures and total time. A
prompt that produced no recorded command never appears — there is nothing
to group. It works for every agent whose prompt is captured, including
pi.dev, which has no session timeline, and it browses across
sessions with a time window and an executor filter.suv sessions, and suv agent sessions for the
non-interactive view) are built from the agent's own transcript,
imported incrementally. They show prompts, assistant responses,
interrupted turns, every observed model and provider-reported token
totals — including sessions with no commands at all — plus capture
completeness, saved summaries (s) and the handoff scaffold (h). Only
Claude Code, Codex, OpenCode and Cursor have one.The server advertises 22 read-only tools, 8 resources and 6 prompts. Every one of them reads. There are exactly two write tools, and both are off until you turn their opt-in on:
To turn one on: run suv settings, go to the MCP tab (Tab to cycle),
and under Writes press Enter on the row. Save with Ctrl+S, then
restart your MCP client — the server reads its configuration once at
startup, so a running client keeps the old settings until it reconnects.
Then ask: "Summarize and save current session."
The same tab lists every tool and resource with its effective state. A write tool shows why it is off — because its opt-in is off, because you turned that tool off, or both — instead of two switches that can disagree. Turning an opt-in back off stops new writes; summaries already saved are kept.
Which config the server reads. Tool and resource availability, the two
write opt-ins, mcp.exclude_dirs and the MCP defaults come from the
global config.toml only — a project .suvadu.toml overlay does not
change which MCP capabilities are on. Redaction, exclusions and your custom
risk rules are resolved through the overlay, but from the directory the
MCP server process was started in, once, at startup. Both are another reason
a change needs a client restart.
Every response follows one convention, so a caller can calibrate its trust:
RFC 3339 timestamps, unknown as the only missing-value token, percentages
that always carry their fraction, limit/offset with next_offset,
visible truncation, a stable command-<id> on every row, and a
provenance: line saying observed (records Suvadu stored), inferred
(anything derived from them) or caller-reported (text an agent wrote).
Anything inferred also repeats that Suvadu records commands, exit codes and
timings — never file contents, and command output only as the opt-in end of
a failed agent or suv wrap command.
A saved summary is the agent's own text, stored back. Suvadu invokes no model and generates no prose. The writing agent and model are recorded as caller-declared metadata, not verified identity, and the summary's cited evidence IDs are checked to exist in that session. Suvadu resolves the current Codex, Claude Code or OpenCode session without guessing: no working directory means no resolution, and more than one match is always your choice. A later request extends an append-only checkpoint from its saved event and command offsets; if the evidence it was written from changed, the agent rebuilds from the full session.
See the full integration guide and MCP server docs.
To add the MCP server to any other client by hand, run suvadu mcp-serve (or suv mcp-serve) as a stdio server.
mcp-name: io.github.AppachiTech/suvaduFull feature documentation at suvadu.sh/cli.
git clone https://github.com/AppachiTech/suvadu.git
cd suvadu
make dev # Run the app
make test # Run tests
make lint # Run clippy + format check
See CONTRIBUTING.md for guidelines and the release checklist, and BENCHMARKS.md for how search is measured.
See SECURITY.md for vulnerability reporting, data storage design, and privacy details.
Shell history replacement with AI agent tracking and MCP server. Built in Rust, 100% local.
{ "mcpServers": { "appachitech-suvadu": { "command": "cargo", "args": [ "suvadu" ] } }}เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
Suvadu ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-10-27 Shell history replacement with AI agent tracking and MCP server. Built in Rust, 100% local.