Signal MCP

مجتمعي البحث والويب

Signal messenger via a local signal-cli: send and receive messages, manage groups and contacts, search history, and handle attachments and reactions.

التثبيت

خطوات التثبيت موجودة في التوثيق أدناه. التوثيق

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. signal-mcp
  2. Why it exists
  3. Why you want this
  4. Quick start
  5. What you can ask
  6. Private and safe by design
  7. What's new
  8. Setup
  9. Troubleshooting
  10. MCP Tools
  11. CLI Usage
  12. Getting full message history
  13. Architecture
  14. signal-cli Coverage
  15. Development
  16. License

signal-mcp

Give your AI assistant a memory for Signal — privately, on your own machine.

Searchable message history · 80+ tools · groups, polls, mentions, labels · read-only mode · 100% local

signal-mcp is an MCP server and CLI built on signal-cli, the community-made, unofficial Signal client. It links to your existing Signal account as a device, keeps every message in a local database you can search, and lets an AI assistant like Claude read, search and — if you allow it — act on your chats. No cloud service, no third party: your messages stay on your computer.

You     What did the coach say about Sunday, and did anyone offer to bring the jerseys?

Claude  Daniel (coach): meet 10:15 at the hall, kickoff 11:00, ten boys confirmed.
        Elena and Mikko both replied — they'll bring the jerseys. Nothing needs
        an answer from you except confirming your son is coming.

You     Tell the group we'll be there, and tag the coach.

Claude  Sent to "U12 Team": "@Daniel we'll be there at 10:15 👍"

Illustrative example with made-up names.

Independent project — not affiliated with Signal. signal-mcp is not made, endorsed or supported by Signal Messenger or the Signal Foundation. It talks to Signal through signal-cli, an unofficial third-party client that you link to your account as an extra device (like Signal Desktop). Signal does not provide support for unofficial clients, and using one is at your own risk — see Signal's Terms of Service.

The same data from your terminal — this is real signal-mcp output on a demo database:

Why it exists

I built signal-mcp for a very ordinary reason: I'm a parent in my kids' football-team group chats and wanted my assistant to keep up with them — kickoff times, who's bringing the jerseys, which tag to set. I use it every day, against my own real Signal account, which is why safety (read-only mode, no file exfiltration, nothing leaving the machine) is built in rather than bolted on.

Why you want this

signal-cli is excellent at the Signal protocol and deliberately minimal everywhere else. signal-mcp adds the parts you need to actually use your messages:

  • A memory. signal-cli delivers a message and forgets it. signal-mcp stores everything — including messages you sent from your phone — in local SQLite, and can import your whole Signal Desktop history.
  • Search that works. Full-text search across all chats, filterable by sender and date range.
  • Real conversations. Paginated threads, unread counts, last-message previews — and names instead of +12025551234, even for group members who aren't in your contacts.
  • Everything Signal shows you. @mentions (resolved to names), polls, pins, link previews, quotes, voice notes, stickers, group member labels, join requests — nothing signal-cli reports is thrown away.
  • Full control when you want it. Send, reply, react, edit, delete, manage groups, schedule messages, set your profile — with a read-only switch for when you don't.
  • Zero babysitting. The daemon starts itself and restarts if it crashes; an optional background service captures messages while Claude isn't running; signal-mcp doctor tells you what's wrong if something is.

Quick start

brew install signal-cli                  # Linux: see Setup below
signal-cli link --name "MyMac"           # scan the QR code: Signal → Settings → Linked Devices
uv tool install signal-mcp
claude mcp add signal -- signal-mcp serve

Needs Python 3.12+, signal-cli 0.13+ and a Signal account on your phone. Restart Claude Code and ask "check my Signal messages". Works with any MCP client (Claude Code and Claude Desktop are what it is developed and tested with) — config snippets are in Setup.

What you can ask

Catch up"What did I miss while I was offline?" · "Summarize the parents' group since Monday."
Find"Find every message about the invoice." · "What did Anna say about the trip last week?"
Act"Reply to Marco that Thursday works." · "Remind the team at 9:00 tomorrow." · "Create a poll for Friday's dinner."
Groups"Who's waiting to join the group?" · "Set my label in the football group to my son's name."
Housekeeping"Export my chat with Mom as CSV." · "Who hasn't messaged me in a month?" · "Delete that message for everyone."

Prefer the terminal? Everything is also a command — signal-mcp send, search, conversations, export, … (CLI usage). The CLI and MCP server share one store and one daemon.

Private and safe by design

  • 100% local. Messages live in SQLite on your disk; the daemon listens on localhost only. There is no signal-mcp cloud. (The only things that leave your machine are what you send through Signal itself and an optional webhook you configure.)
  • Read-only mode. SIGNAL_MCP_READONLY=1 hides and blocks every tool that sends, edits, deletes or changes settings — for assistants you don't fully trust with your account. See Step 7.
  • No file exfiltration. Anything that uploads a local file (attachments, avatars, link-preview images, sticker packs) only reads from an allow-list of folders (SIGNAL_MCP_SEND_ROOTS; default: your attachments folder, Downloads, Desktop, Documents) and never from hidden files or folders — so a message that says "send me ~/.ssh/id_ed25519" can't talk an assistant into it.
  • Irreversible means confirmed. Clearing the local store or terminating a group requires an explicit confirm.
  • Careful with secrets. The Signal Desktop import decrypts into a private (0700) folder, passes the key over stdin rather than the command line, and cleans up even when interrupted.
  • Honest caveat. Messages from other people are untrusted text that an AI will read. Read-only mode (or just not granting write access) is the strongest defence against a hostile message trying to steer your assistant.

What's new

1.40 closes the gap with signal-cli: incoming @mentions, polls, pins, previews and quotes are now captured; group member labels, bans, permissions and join requests; contact nicknames and notes; link previews, voice notes and stories on the sending side; and a fix that finally copies received attachments. See the changelog.

Setup

Step 1 — Install signal-cli

signal-mcp is a front-end for signal-cli, an independent, unofficial client that handles the Signal protocol.

macOS

brew install signal-cli

Linux Download the latest release from signal-cli releases, extract it, and put the signal-cli binary on your $PATH.

signal-cli needs to be linked to your existing Signal account (the same way you'd add a linked device in Signal mobile).

signal-cli link --name "MyMac"

This prints a QR code in your terminal. On your phone:

Signal → Settings → Linked Devices → + → scan the QR code

Once scanned, signal-cli is linked and ready.

Step 3 — Install signal-mcp

With uv (recommended):

uv tool install signal-mcp

With pip or pipx:

pip install signal-mcp
# or
pipx install signal-mcp

From source:

git clone https://github.com/googlarz/signal-mcp
cd signal-mcp
uv tool install .

Verify it works:

signal-mcp status
# → Account : +1234567890
# → Daemon  : stopped (port 7583)
Step 4 — Connect to Claude Code
claude mcp add signal -- signal-mcp serve

Restart Claude Code. Signal tools appear automatically — ask Claude "check my Signal messages" to confirm.

Manual config alternatives

Claude Code — global (~/.claude.json):

{
  "mcpServers": {
    "signal": {
      "command": "uvx",
      "args": ["signal-mcp", "serve"]
    }
  }
}

Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "signal": {
      "command": "uvx",
      "args": ["signal-mcp", "serve"]
    }
  }
}

Claude Desktop uses a restricted PATH — uvx resolves the tool without needing signal-mcp on your shell's PATH.

Per-project (.mcp.json):

{
  "mcpServers": {
    "signal": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/signal-mcp", "signal-mcp", "serve"]
    }
  }
}
Step 5 — (Optional) Import Signal Desktop history

If you use Signal Desktop, import your full message history in one command.

macOS

brew install sqlcipher       # required for decryption
signal-mcp import-desktop    # macOS will prompt for Keychain access — click Allow

Linux (Debian/Ubuntu shown — use your distribution's packages elsewhere)

sudo apt install sqlcipher libsecret-tools   # decryption + keyring lookup (secret-tool)
signal-mcp import-desktop                    # your keyring must be unlocked
Step 6 — (Optional) Enable background message capture

signal-cli only delivers messages when polled. Install the background service so nothing is missed:

signal-mcp install-service   # starts on login, works on macOS and Linux
Step 7 — (Optional) Read-only mode

Set SIGNAL_MCP_READONLY=1 in the environment to restrict the server to read-only tools (listing, searching, and exporting existing local/remote state). Tools that send, edit, delete, or otherwise mutate your Signal account — messages, contacts, groups, devices, and settings — are hidden from tool listings and rejected if called directly. Useful when connecting an AI client you don't fully trust with write access to your real Signal account.

Troubleshooting

Start with signal-mcp doctor — it checks signal-cli, your linked account, the daemon, and message capture, and says which one is broken.

SymptomCause and fix
doctor reports Devices readable — ReadTimeout, or list_devices hangsA bug in signal-cli 0.14.8 (listDevices crashes inside libsignal). Fixed in signal-cli 0.14.9: upgrade (brew upgrade signal-cli) and restart the daemon.
"Unknown sender" / bare numbers in a groupNames come from your contacts, then Signal profiles (also for non-contacts), then Signal Desktop. Someone with none of these stays a number — import-desktop brings in Desktop's names.
import-desktop fails on LinuxNeeds sqlcipher and libsecret-tools, and an unlocked GNOME Keyring. KWallet-only setups aren't supported.
Messages missing while Claude wasn't runningInstall the background service: signal-mcp install-service.
Attachment has no local fileReceived files are copied to ~/Downloads/signal-attachments/. If one is missing, get_attachment retrieves it from signal-cli's own attachment store by id.

MCP Tools

Messaging
ToolDescription
send_messageSend a text message to a contact (by number, or by Signal username). Supports quoted replies (quoted text is filled in from your local store), link previews, no_urgent, notify_self, end_session, story replies, and — with formatting: true — Signal formatting from **bold**, *italic*, ~~strike~~, `mono` and `\\spoiler\\`.
send_group_messageSend a text message to a group. Supports quoted replies, @mentions, link previews, and — with formatting: true — real Signal formatting from **bold**, *italic*, ~~strike~~, `mono` and `\\spoiler\\` (mention offsets are adjusted for you).
send_attachmentSend a file or image to a contact. Supports captions, view-once and voice_note.
send_group_attachmentSend a file or image to a group. Supports captions, view-once and voice_note.
send_note_to_selfSave a note to yourself (Signal's saved messages).
receive_messagesPoll for new incoming messages and delivery receipts. Optional max_messages.
receive_directReceive by calling signal-cli directly (no daemon) — for when the background service isn't running. Optional max_messages and ignore_* filters.
get_unreadGet messages not yet marked as read from local store.
edit_messageEdit a previously sent message (DM or group). Updates local store. Incoming edits from contacts also update the stored copy in-place.
delete_messageRemote-delete (unsend) a sent DM.
delete_group_messageRemote-delete a sent group message.
react_to_messageReact to a message with an emoji (DM or group). Set remove=true to unreact.
pin_messagePin a message in a DM or group conversation.
unpin_messageUnpin a message in a DM or group conversation.
admin_delete_messageGroup admin: delete any message in a group you administer.
set_typingSend (or stop) a typing indicator in a chat or group.
send_storyPost an image or video to your Signal story, optionally to a group story.
send_read_receiptMark messages as read. Also updates local store.
send_stickerSend a sticker to a contact.
send_group_stickerSend a sticker to a group.
Configuration
ToolDescription
update_configurationToggle read receipts, typing indicators, link previews, or sealed sender indicators.
Sticker Packs
ToolDescription
list_sticker_packsList all installed sticker packs with pack_id and sticker IDs for send_sticker.
add_sticker_packInstall a sticker pack from a signal.art URL. Returns the pack ID for use with get_sticker/send_sticker.
get_stickerRetrieve a single sticker image as base64.
upload_sticker_packUpload and publish a sticker pack from a local manifest.json or zip. Returns the signal.art URL.
Contacts
ToolDescription
list_contactsAll contacts with names and numbers. Supports optional search filter.
get_profileGet profile info for a contact.
update_contactSet a local display name for a contact.
block_contactBlock a contact.
unblock_contactUnblock a contact.
remove_contactRemove a contact from the local list.
update_profileUpdate your own name, about text, or avatar.
get_own_numberGet the Signal number this server is running as.

Message output now carries everything signal-cli reports for incoming messages, when present: mentions (with body_resolved, the text with @name in place of the placeholder), text_styles, previews, quote (author and text), voice_note, sticker, polls (poll_create / poll_vote / poll_terminate), pins, story replies and shared contacts. Remote and admin deletes flag the stored message (remote_deleted, admin_deleted_by) instead of erasing your local copy.

Groups
ToolDescription
list_groupsAll groups with members and metadata: member labels (label, label_emoji), pending/requesting/banned members, permissions, invite link. Optional group_id filter.
create_groupCreate a new Signal group.
join_groupJoin a group via invite link.
update_groupRename, add/remove members, promote/demote admins, set expiry timer, avatar, ban/unban, reset invite link, group permissions, and your own member label (member_label, member_label_emoji — only your own label can be set).
leave_groupLeave a group. A sole admin must name a successor (admins); delete also removes the local group data.
terminate_groupPermanently end a group for every member. Irreversible; requires confirm: true.
ToolDescription
list_conversationsAll conversations ordered by most recent message.
get_conversationMessage history with a contact or group. Supports since, limit, and offset for pagination.
search_messagesFull-text search (FTS5) across all stored messages. Supports sender, since/until (ISO date range; until exclusive), limit, and offset.
store_statsTotal message count, oldest and newest message dates.
mark_as_unreadMark one or more stored messages as unread.
get_user_statusCheck whether phone numbers are registered Signal users.
send_sync_requestRequest sync of messages/contacts/groups from your primary device.
send_contacts_syncPush your contacts list to all linked devices.
send_message_request_responseAccept or decline a message request from an unknown sender.
Security & Devices
ToolDescription
list_identitiesList identity keys and trust levels (safety numbers).
trust_identityTrust a contact's identity key after verifying their safety number.
list_devicesList all devices linked to your account.
add_deviceLink a new device using a device link URI.
remove_deviceUnlink a device by ID.
update_deviceRename a linked device.
list_accountsList all Signal accounts configured in signal-cli on this machine.
update_accountUpdate account settings: device name, discoverability, number sharing, username.
set_pinSet the Signal registration lock PIN.
remove_pinRemove the Signal registration lock PIN.
get_avatarRetrieve the avatar image for a contact or group as base64.
Polls
ToolDescription
create_pollCreate a poll in a group conversation.
vote_pollCast a vote on an existing poll.
terminate_pollEnd a poll and prevent further votes.
Disappearing Messages
ToolDescription
set_expiration_timerSet or disable disappearing messages for any DM or group.
Scheduling
ToolDescription
schedule_messageQueue a message for later (send_at, ISO datetime) to a contact or group.
list_scheduled_messagesList queued messages (include_done adds sent, cancelled and failed ones).
cancel_scheduled_messageCancel a pending scheduled message by id.
run_scheduled_messagesSend everything that is due now. Nothing sends scheduled messages by itself — call this tool, or run signal-mcp run-scheduled (e.g. from cron).
Webhooks
ToolDescription
set_webhookSet (or clear) a URL that receives a JSON POST for each incoming message.
get_webhookShow the configured webhook URL.
Data & Import
ToolDescription
import_desktopOne-time full import of all historical messages from Signal Desktop. Requires sqlcipher.
sync_desktopIncremental sync from Signal Desktop — imports only messages newer than the last sync. Fast on repeat calls. First call behaves like import_desktop.
list_attachmentsList all locally downloaded attachments (photos, files received via Signal).
get_attachmentGet details about a downloaded attachment by filename; if it is not in the local attachments folder it is fetched from signal-cli by attachment id.
clear_local_storeDelete ALL locally stored messages (requires confirm: true). Does not unsend from Signal.
delete_local_messagesDelete locally stored messages for one contact or group.
export_messagesExport stored messages as JSON or CSV. Supports recipient and since filters.

CLI Usage

# Status & daemon
signal-mcp status                          # account + daemon info
signal-mcp doctor                          # onboarding smoke test: signal-cli, account, daemon, receive health
signal-mcp daemon                          # start daemon in foreground
signal-mcp stop                            # stop the daemon

# Send & receive
signal-mcp send +1234567890 "Hello!"
signal-mcp send +1234567890 "**Heads up** — *lunch at 1*" --format
signal-mcp send-group <group_id> "Hey!"
signal-mcp send-group <group_id> "**Kickoff** is at *11:00*" --format   # bold + italic
signal-mcp note "Remember to buy milk"     # save a note to yourself
signal-mcp receive                         # poll once
signal-mcp receive --watch                 # keep watching (saves to store)

# Edit
signal-mcp edit +1234567890 <timestamp> "corrected text"
signal-mcp edit <group_id> <timestamp> "corrected text"

# React / delete / block
signal-mcp react +1234567890 <timestamp> +1234567890 👍
signal-mcp delete +1234567890 <timestamp>  # unsend a message you sent
signal-mcp block +1234567890               # and: signal-mcp unblock ...

# Pin / unpin / admin-delete messages
signal-mcp pin +1234567890 <timestamp> +1234567890
signal-mcp unpin +1234567890 <timestamp> +1234567890
signal-mcp admin-delete <group_id> <timestamp> +1234567890

# Devices
signal-mcp update-device <device_id> "My Laptop"

# Contacts & groups
signal-mcp contacts
signal-mcp contacts --json
signal-mcp find-contact anna               # add --all-recipients to include non-contacts (e.g. group members)
signal-mcp groups
signal-mcp group-label <group_id> "Anna"   # set YOUR OWN member label in a group
signal-mcp conversations                   # list all chats with unread count + last message

# History & search
signal-mcp history +1234567890
signal-mcp history +1234567890 --limit 20
signal-mcp history +1234567890 --limit 20 --offset 20   # page 2
signal-mcp history +1234567890 --since 2024-01-01
signal-mcp search "keyword"
signal-mcp search "keyword" --sender +1234567890   # restrict to one contact
signal-mcp search "keyword" --limit 20
signal-mcp search "invoice" --since 2024-01-01 --until 2024-02-01
signal-mcp store-stats

# Export
signal-mcp export                                          # all messages as JSON to stdout
signal-mcp export messages.json                            # save to file
signal-mcp export messages.csv --format csv                # CSV format
signal-mcp export --recipient +1234567890 --format csv     # one conversation
signal-mcp export --since 2024-01-01                       # messages from date

# Scheduled messages
signal-mcp schedule-send +1234567890 "Happy birthday!" --at "2027-01-01 09:00"
signal-mcp scheduled                       # list; cancel with: signal-mcp cancel-scheduled <id>
signal-mcp run-scheduled                   # send whatever is due now

# Stories & webhooks
signal-mcp story photo.jpg
signal-mcp set-webhook http://localhost:8080/signal   # run without a URL to clear
signal-mcp get-webhook

# Housekeeping
signal-mcp prune --days 180                # delete local messages older than 180 days

# Signal Desktop import — one-time full import
signal-mcp import-desktop
signal-mcp sync-desktop                    # incremental: only new messages since last sync

# Background service (macOS LaunchAgent or Linux systemd)
signal-mcp install-service    # auto-starts on login, captures all messages
signal-mcp uninstall-service

# MCP server (for Claude Code)
signal-mcp serve

Getting full message history

signal-cli only delivers new messages — it has no history API. Two ways to get history:

Going forward (captures everything from now on):

signal-mcp install-service   # background watcher, auto-starts on login

Retroactively (imports everything from Signal Desktop):

signal-mcp import-desktop    # macOS prompts for Keychain access; Linux needs an unlocked keyring

Run both for complete coverage.

Architecture

                    ┌─────────────────────────────────┐
                    │  signal-cli daemon  (:7583)      │
                    │  Signal protocol / libsignal     │
                    └──────────┬──────────────┬────────┘
                               │ sends/receives│
                    ┌──────────▼──────────┐   │ (when no service)
                    │  background service  │   │
                    │  LaunchAgent/systemd │   │
                    └──────────┬──────────┘   │
                               │ writes        │
                    ┌──────────▼──────────────▼────────┐
                    │  SQLite store                     │
                    │  ~/.local/share/signal-mcp/       │
                    │  messages.db  (FTS5 indexed)      │
                    └────────────────┬─────────────────┘
                                     │ reads/writes
                   ┌─────────────────┼─────────────────┐
                   │                 │                  │
        ┌──────────▼──────┐ ┌────────▼───────┐ ┌──────▼──────────┐
        │  Claude Code /  │ │  signal-mcp    │ │  signal-mcp CLI │
        │  Claude Desktop │ │  serve (MCP)   │ │  (terminal)     │
        │  (asks Claude)  │ └────────────────┘ └─────────────────┘
        └─────────────────┘

How it works:

get_unread is the primary "check for new messages" tool. If the background service is installed, it reads straight from the store (the service keeps it up to date). Otherwise it polls signal-cli first (debounced to once every 30 seconds) and includes a _warning suggesting signal-mcp install-service. list_conversations is a pure store read — fast, no polling.

The daemon starts automatically on first use. Attachments are saved to ~/Downloads/signal-attachments/.

signal-cli Coverage

signal-mcp wraps the signal-cli JSON-RPC daemon. Here's what is and isn't covered:

Covered (81 tools)
signal-cli commandsignal-mcp tool
sendsend_message, send_group_message, send_note_to_self, send_attachment, send_group_attachment, send_sticker, send_group_sticker
receivereceive_messages (streaming), get_unread
listContactslist_contacts, find_contact (all_recipients also returns non-contacts, e.g. other group members)
listGroupslist_groups
listDeviceslist_devices
listIdentitieslist_identities
listStickerPackslist_sticker_packs
getUserStatusget_user_status
getAttachmentget_attachment, list_attachments
getAvatarget_avatar
block / unblockblock_contact / unblock_contact
removeContactremove_contact
updateContactupdate_contact
trusttrust_identity
joinGroupjoin_group
quitGroupleave_group
updateGroupupdate_group, create_group
addDevice / removeDevice / updateDeviceadd_device / remove_device / update_device
sendReactionreact_to_message
sendTypingset_typing
sendReceiptsend_read_receipt
sendSyncRequestsend_sync_request
sendContactssend_contacts_sync
sendAdminDeleteadmin_delete_message
sendPinMessage / sendUnpinMessagepin_message / unpin_message
sendPollCreate / sendPollVote / sendPollTerminatecreate_poll / vote_poll / terminate_poll
sendStorysend_story
terminateGroupterminate_group
sendMessageRequestResponsesend_message_request_response
remoteDeletedelete_message, delete_group_message
editMessageedit_message
updateProfileupdate_profile
updateConfigurationupdate_configuration
addStickerPackadd_sticker_pack
getStickerget_sticker
uploadStickerPackupload_sticker_pack
listAccountslist_accounts
updateAccountupdate_account
setPin / removePinset_pin / remove_pin
startChangeNumber / finishChangeNumberstart_change_number / finish_change_number
submitRateLimitChallengesubmit_rate_limit_challenge

Plus tools with no direct signal-cli equivalent: get_conversation, search_messages, list_conversations, store_stats, import_desktop, sync_desktop, export_messages, mark_as_unread, clear_local_store, delete_local_messages, prune_store.

Not covered

These commands are deliberately excluded — either not feasible to implement as MCP tools, or consciously left out (see the reason for each):

signal-cli commandWhy
acceptCall / hangupCall / rejectCall / startCall / listCallsVoice/video calls require WebRTC and an active media stack — not feasible via MCP
register / verify / link / unregisterOne-time account setup; must be done before installing signal-mcp
deleteLocalAccountDataIrreversibly destroys all local Signal data; too destructive to expose
sendPaymentNotificationOnly forwards a MobileCoin receipt produced by an external wallet; signal-mcp cannot create or verify one

Development

git clone https://github.com/googlarz/signal-mcp
cd signal-mcp
uv sync --dev
uv run pytest
uv run pytest --cov --cov-report=term-missing

573 tests, 100% line coverage across all modules. All tests are fully mocked — no signal-cli installation or Signal account required to run them.

See CONTRIBUTING.md for how to add new tools.

License

MIT — see LICENSE.

الأسئلة الشائعة

ما هو Signal MCP؟

Signal messenger via a local signal-cli: send and receive messages, manage groups and contacts, search history, and handle attachments and reactions.

كيف أثبّت Signal MCP؟

اتبع خطوات التثبيت في توثيقه المعروض في هذه الصفحة وفي مستودعه.

هل Signal MCP مفتوح المصدر؟

نعم. شيفرته متاحة على GitHub بترخيص MIT.

من يصون Signal MCP؟

ينشره googlarz. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.

من القوائم المجتمعية awesome-mcp-servers ومستودع المشروع على GitHub. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.