SLACK’S OPERATING LAYER FOR AI AGENTS
Slack for AI agents: DMs, search, threads, triage, actions — browser-session or hosted OAuth.
npx -y @jtalk22/slack-mcp --setupClaude Code Claude Desktop Cursor Copilot Windsurf Gemini CLI Codex CLI any stdio MCP client
▶ It’s Monday, 9:07—watch what blew up overnight · interactive walkthrough · setup guide
The moat · Why session auth · Grid & credentials · Install · 21 tools · Workflows · Local vs hosted
You ask “what blew up overnight?” and the agent reads the workspace instead of you. It reconstructs the 2 AM P1 from #incidents—owner, resolution, and the runbook step that is still wrong. It finds the printer PIN that has been waiting in #facilities for five months. Then it closes the handled loops—replies, reactions, read-state changes—only where you approve.
This is not screenshot automation. The agent calls Slack through a real MCP tool surface and receives typed results it can search, summarize, export, or act on.
The difficult part is not another chat tool. It is the operating layer underneath: browser-session extraction that names its failure stages, a credential lifecycle built for rotation, full-fidelity reads, guarded writes, and typed workflow output. The code is plain JavaScript in this repository—audit it before trusting it with a session.
The engineering underneath — extraction, credential lifecycle, reads, guarded writes, typed output
--setup turns the Slack identity Chrome already holds into a local MCP server:
- finds the newest
xoxc-token in Chrome's on-disk LevelDB; - snapshots the cookie SQLite database with its WAL sidecars;
- retrieves Chrome Safe Storage from the macOS Keychain;
- runs Chrome-compatible PBKDF2 + AES-128-CBC decryption locally;
- requires no DevTools, clipboard step, browser flag, or live Slack tab;
- names the failed extraction stage—
keychain_timeout,no_slack_cookie_row,cookie_decrypt_failed, and more—instead of returning one opaque error.
Session credentials rotate. The server is built around that reality:
auto,keychain-only, andfilestorage backends;- owner-only token files and a Keychain-only path with no plaintext credentials on disk;
- atomic file writes, verified Keychain migration, cross-process locks, and refresh mutexes;
- proactive health checks and automatic macOS refresh;
- last-known-good in-memory credentials when persistence is temporarily unavailable;
- isolated profiles for work and personal Slack;
- fail-closed handling for invalid storage or profile configuration.
Read DMs and channels, search the workspace, export complete histories with threads, inspect unread state, and resolve users. Opt into blocks, attachments, files, reactions, metadata, and bot/app markers when text alone is not the real message.
Send a reply, add or remove a reaction, and mark a conversation read. Every workspace write path carries an MCP destructive annotation so compatible clients can put approval where it belongs.
Save workflow profiles for incident rooms, executive briefs, support inboxes, launch watches, and custom operations. The OSS primitives are local JSON; the optional hosted brain renders them into contract-shaped briefs.
Slack already knows who you are. The official path is a Slack-managed remote integration governed by workspace policy—a strong fit for organization-sanctioned deployments, documented by Slack with integration settings under admin control. This project is the direct local path: session-based auth from the browser session already in Chrome, local stdio, any stdio MCP client, and no Slack app or admin request. Same Slack identity. Same underlying permissions. A radically shorter path from your workspace to your agent.
Side by side: the managed integration path vs. the local session path
| Slack official MCP | Slack MCP Server — local | |
|---|---|---|
| Starting point | A Slack-managed remote integration | The Slack session already in Chrome |
| Workspace control | Governed by workspace integration settings | No Slack app or admin request for the local path |
| Transport | Streamable HTTP | Local stdio |
| Client surface | Slack's supported partner integrations | Any stdio MCP client |
| Authentication | OAuth | Existing browser session |
| Credential lifetime | Managed OAuth | Rotating session with health checks and refresh |
| Product surface | Broad Slack-native capabilities | 21 focused tools across read, act, and automate |
| Runtime | Slack-managed | MIT code on your machine |
Is the local path against Slack's terms?
Treat browser-session automation as an acceptable-use decision for you and your workspace. The server acts as your signed-in Slack identity and cannot read a channel you cannot read or act as another user. It does not evade server-side retention, DLP, compliance exports, or audit controls.
"No admin request" means there is no Slack app installation to approve. It does not mean workspace activity disappears from Slack's systems. If your policy requires a sanctioned OAuth integration, use the official MCP or the optional hosted OAuth path.
Enterprise Grid. Grid runs aggressive session-anomaly detection. Browser-session automation can trip it, which flags the session and kills it, regardless of which tool drives the traffic. Outbound calls are paced by default to stay under burst thresholds (SLACK_MCP_MIN_REQUEST_INTERVAL_MS, default 350; SLACK_MCP_MAX_CONCURRENCY, default 3). Pacing lowers that risk; it does not remove it. On Grid, use the hosted OAuth tier or Slack's official MCP instead.
Credential extraction. --setup reads the newest xoxc- token from Chrome's on-disk LevelDB, snapshots the cookie SQLite database, retrieves Chrome Safe Storage from the macOS Keychain, and runs PBKDF2 + AES-128-CBC decryption locally. It writes the token file, Keychain entries, and non-secret metadata. It transmits nothing — the server talks to Slack and nowhere else.
This is the same access pattern credential stealers use. Chrome App-Bound Encryption exists to make this class of read harder, and infostealer families (Lumma, Vidar, Meduza) bypass it to lift live sessions. The mechanism here is comparable. What differs is that you run it, on your own machine, against your own session, and nothing leaves the host. The source is plain JavaScript in this repository; audit it before handing it a live session.
User cache. One cache exists: user-name lookups, populated on demand, 500 entries maximum, one-hour TTL. No message content, no channel history, and no persistent copy of the workspace is stored.
Node 22 or 24 recommended. Node 20 remains supported for the v4 line.
npx -y @jtalk22/slack-mcp --setupPrefer a persistent CLI: npm install -g @jtalk22/slack-mcp then slack-mcp --setup.
Then:
- Pick your client in the setup guide.
- Register the generated stdio command.
- Fully restart the client.
- Ask the agent to run
slack_health_check. - A workspace name in the response means the connection is live.
Use the same server command everywhere:
{
"command": "npx",
"args": ["-y", "@jtalk22/slack-mcp"]
}On macOS, setup can extract from Chrome and persist the selected storage backend. On other platforms, provide SLACK_TOKEN and SLACK_COOKIE through the client's environment configuration. Docker, HTTP, and detailed client examples live in docs/SETUP.md and docs/DEPLOYMENT-MODES.md.
Client configuration matrix
| Client | Configuration surface | Status |
|---|---|---|
| Claude Code | claude mcp add or ~/.claude.json |
Documented |
| Claude Desktop | Desktop MCP configuration | Verified |
| Cursor | .cursor/mcp.json |
Documented |
| GitHub Copilot | .vscode/mcp.json |
Documented |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
Documented |
| Gemini CLI | ~/.gemini/settings.json |
Documented |
| Codex CLI | codex mcp add or ~/.codex/config.toml |
Documented |
| Other clients | Any stdio MCP configuration | Protocol-compatible |
The local surface ships 21 tools today: 12 read-only Slack operations, 4 write-path tools that each carry an MCP destructive annotation so clients can gate workspace writes, 2 local workflow primitives, and 3 hosted-intelligence stubs that return a structured upgrade payload without making a Slack call. Four read tools accept include_rich_message_fields: true to surface attachments, blocks, files, reactions, and metadata—complete inputs and response contracts live in docs/API.md.
Advertising fewer tools. A client pays for the tool schema on every turn that carries it. SLACK_MCP_TOOLS=essentials advertises six tools — unread, history, search, thread, user lookup, send — costing roughly 985 estimated tokens of schema per turn against about 3,600 for all 21. SLACK_MCP_TOOLS=read advertises the 12 read-only Slack operations listed below, near 1,690. --tools=slack_x,slack_y takes an explicit set. The default stays all 21. Filtering changes what is advertised, not what is callable. Reproduce the numbers with node scripts/measure-tool-schema.js (a ~4-chars-per-token estimate).
The full tool inventory
| Tool | Purpose |
|---|---|
slack_health_check |
Verify credentials and workspace identity |
slack_token_status |
Inspect credential age, health, cache, profile, and storage state |
slack_refresh_tokens |
Refresh local credentials from the browser session on macOS—reads Slack, writes only local state |
slack_list_conversations |
List channels and DMs |
slack_conversations_history |
Read channel or DM history with optional rich fields |
slack_get_full_conversation |
Export complete history and threads |
slack_search_messages |
Search across the workspace |
slack_get_thread |
Read all replies in a thread |
slack_users_info |
Resolve a user |
slack_list_users |
Page through large workspace directories |
slack_users_search |
Search users by name, display name, or email |
slack_conversations_unreads |
Prioritize conversations with unread messages |
| Tool | Purpose | MCP safety |
|---|---|---|
slack_send_message |
Send to a channel or DM | destructive |
slack_add_reaction |
Add an emoji reaction | destructive |
slack_remove_reaction |
Remove an emoji reaction | destructive |
slack_conversations_mark |
Mark a conversation read | destructive |
| Tool | Purpose |
|---|---|
slack_workflow_save |
Save a typed workflow profile to ~/.slack-mcp-workflows.json |
slack_workflows |
List saved workflow profiles |
| Tool | Hosted result |
|---|---|
slack_smart_search |
Semantic + lexical search over indexed Slack history |
slack_catch_me_up |
Structured catch-up against a saved workflow profile |
slack_triage |
Prioritized action queue with routing recommendations |
The OSS stubs make the hosted capability discoverable; they do not make a Slack call. slack_refresh_tokens only writes local credential state.
Bind a workflow kind to channels, priority people, retention, and cadence. The local profile primitives are free; hosted performs the indexed retrieval and contract-validated summarization that turn profiles into durable scheduled operations.
npx -y @jtalk22/slack-mcp --apply-template oncall-handoff --channels C012345,C067890Workflow contracts and shipped templates
| Workflow kind | Contract |
|---|---|
incident_room |
{incident_summary, timeline, open_risks, owner_gaps, next_actions} |
exec_brief |
{summary, decisions, risks, asks, action_items} |
support_inbox |
{open_threads, ack_lag, owner_gaps, escalations, next_actions} |
product_launch_watch |
{launch_signals, feedback_themes, blockers, metrics, next_actions} |
custom |
{summary, highlights, open_questions, next_actions} |
Six editable templates ship in the package: oncall-handoff, support-triage, exec-monday, sprint-tracker, customer-feedback, and incident-room.
Resolution is deterministic; first hit wins:
SLACK_TOKEN+SLACK_COOKIE- token file (
chmod 600) - macOS Keychain
- Chrome extraction on macOS
Session credentials commonly rotate after one or two weeks. When Slack returns invalid_auth, not_authed, token_expired, token_revoked, account_inactive, or HTTP 401, run npx -y @jtalk22/slack-mcp --setup to recover locally. On macOS, slack_refresh_tokens or --refresh-tokens refreshes without leaving the client; the optional LaunchAgent in docs/SETUP.md keeps long-idle installations healthy.
Storage modes and multi-workspace profiles
| Mode | Behavior |
|---|---|
auto |
Token file plus Keychain backup |
keychain-only |
Keychain only; verified writes and no plaintext credential file |
file |
Owner-only token file; Keychain is never touched |
The selected backend is remembered in non-secret metadata and used by the server, CLI, and optional refresh job. An unrecognized mode fails at startup instead of silently downgrading storage.
{
"mcpServers": {
"slack-work": {
"command": "npx",
"args": ["-y", "@jtalk22/slack-mcp"],
"env": { "SLACK_MCP_PROFILE": "work" }
},
"slack-personal": {
"command": "npx",
"args": ["-y", "@jtalk22/slack-mcp"],
"env": { "SLACK_MCP_PROFILE": "personal" }
}
}
}Each profile gets its own token file, Keychain entries, metadata, and lock. Add SLACK_MCP_CHROME_PROFILE when the workspaces live in different Chrome profiles.
When local control is enough, stop here—everything above is MIT-licensed and runs on your machine. The local product is complete, not a crippled trial: hosted earns the upgrade through continuity, intelligence, and collaboration, not by holding ordinary Slack access hostage. Hosted exists for work that must survive a rotating browser session:
- permanent OAuth;
- indexed semantic search;
- scheduled catch-up and triage;
- contract-validated workflow briefs;
- shared profiles and managed workspace continuity.
Local mode never contacts us; it runs on your machine and talks only to Slack. Hosted never receives a browser cookie; it runs on permanent OAuth, for work that has to survive a rotating session — unattended schedules, Enterprise Grid. Everything above is MIT-licensed and complete on its own.
- Credential files are owner-only; Keychain-only mode keeps plaintext credentials off disk.
- Configuration fails closed for unknown storage modes and invalid profiles.
- Writes are atomic and shared credential state is process-locked.
- The local web server binds to localhost; workspace write tools carry destructive annotations.
- Every release publishes from CI with npm provenance.
npm audit signaturesA clean result verifies that the package signatures and attestations trace back through the published release chain. Inspect the package before handing it a live Slack session. Full policy: SECURITY.md.
Setup · API · Architecture · Compatibility · Deployment modes · Recipes · Troubleshooting · Roadmap
PRs are welcome. Read CONTRIBUTING.md and run node --check on touched JavaScript before submitting.
MIT — see LICENSE.
Not affiliated with Slack Technologies, Inc. This server uses browser-session credentials. Review your workspace's acceptable-use policy before running it.
npx -y @jtalk22/slack-mcp --setupIf this removes a Slack tab from your day, star the repository. Stars are how the next admin-blocked developer finds the local path.