Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
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Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatically.
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Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.
Toolkit docs: composio.dev/toolkits/slack
RUBE_MANAGE_CONNECTIONS with toolkit slackRUBE_SEARCH_TOOLS first to get current tool schemasGet Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.
RUBE_SEARCH_TOOLS respondsRUBE_MANAGE_CONNECTIONS with toolkit slackWhen to use: User wants to post a message to a Slack channel or DM
Tool sequence:
SLACK_FIND_CHANNELS - Resolve channel name to channel ID [Prerequisite]SLACK_LIST_ALL_CHANNELS - Fallback if FIND_CHANNELS returns empty/ambiguous results [Fallback]SLACK_FIND_USERS - Resolve user for DMs or @mentions [Optional]SLACK_OPEN_DM - Open/reuse a DM channel if messaging a user directly [Optional]SLACK_SEND_MESSAGE - Post the message with resolved channel ID [Required]SLACK_UPDATES_A_SLACK_MESSAGE - Edit the posted message if corrections needed [Optional]Key parameters:
channel: Channel ID or name (without '#' prefix)markdown_text: Preferred field for formatted messages (supports headers, bold, italic, code blocks)text: Raw text fallback (deprecated in favor of markdown_text)thread_ts: Timestamp of parent message to reply in a threadblocks: Block Kit layout blocks (deprecated, use markdown_text)Pitfalls:
SLACK_FIND_CHANNELS requires query param; missing it errors with "Invalid request data provided"SLACK_SEND_MESSAGE requires valid channel plus one of markdown_text/text/blocks/attachmentsthread_ts is omittedresponse.data.channel and response.data.message.ts from SEND_MESSAGE for edit/thread operationsWhen to use: User wants to find specific messages across the workspace
Tool sequence:
SLACK_FIND_CHANNELS - Resolve channel for scoped search with in:#channel [Optional]SLACK_FIND_USERS - Resolve user for author filter with from:@user [Optional]SLACK_SEARCH_MESSAGES - Run keyword search across accessible conversations [Required]SLACK_FETCH_MESSAGE_THREAD_FROM_A_CONVERSATION - Expand threads for relevant hits [Required]Key parameters:
query: Search string supporting modifiers (in:#channel, from:@user, before:YYYY-MM-DD, after:YYYY-MM-DD, has:link, has:file)count: Results per page (max 100), or total with auto_paginate=truesort: 'score' (relevance) or 'timestamp' (chronological)sort_dir: 'asc' or 'desc'Pitfalls:
query is missing/emptyok=true can still mean no hits (response.data.messages.total=0)response.data.messages.matches (sometimes also response.data_preview.messages.matches)match.text may be empty/truncated; key info can appear in matches[].attachments[]response.data.has_more=true; paginate via response_metadata.next_cursorWhen to use: User wants to list channels, users, or workspace info
Tool sequence:
SLACK_FETCH_TEAM_INFO - Validate connectivity and get workspace identity [Required]SLACK_LIST_ALL_CHANNELS - Enumerate public channels [Required]SLACK_LIST_CONVERSATIONS - Include private channels and DMs [Optional]SLACK_LIST_ALL_USERS - List workspace members [Required]SLACK_RETRIEVE_CONVERSATION_INFORMATION - Get detailed channel metadata [Optional]SLACK_LIST_USER_GROUPS_FOR_TEAM_WITH_OPTIONS - List user groups [Optional]Key parameters:
cursor: Pagination cursor from response_metadata.next_cursorlimit: Results per page (default varies; set explicitly for large workspaces)types: Channel types filter ('public_channel', 'private_channel', 'im', 'mpim')Pitfalls:
response.data.team, not top-levelSLACK_LIST_ALL_CHANNELS returns public channels only; use SLACK_LIST_CONVERSATIONS for private/IM coverageSLACK_LIST_ALL_USERS can hit HTTP 429 rate limits; honor Retry-After headerresponse_metadata.next_cursor until empty; de-duplicate by idWhen to use: User wants to add reactions or manage threaded conversations
Tool sequence:
SLACK_SEARCH_MESSAGES or SLACK_FETCH_CONVERSATION_HISTORY - Find the target message [Prerequisite]SLACK_ADD_REACTION_TO_AN_ITEM - Add an emoji reaction [Required]SLACK_FETCH_ITEM_REACTIONS - List reactions on a message [Optional]SLACK_REMOVE_REACTION_FROM_ITEM - Remove a reaction [Optional]SLACK_SEND_MESSAGE - Reply in thread using thread_ts [Optional]SLACK_FETCH_MESSAGE_THREAD_FROM_A_CONVERSATION - Read full thread [Optional]Key parameters:
channel: Channel ID where the message livestimestamp / ts: Message timestamp (unique identifier like '1234567890.123456')name: Emoji name without colons (e.g., 'thumbsup', 'wave::skin-tone-3')thread_ts: Parent message timestamp for threaded repliesPitfalls:
SLACK_FETCH_CONVERSATION_HISTORY only returns main channel timeline, NOT threaded repliesSLACK_FETCH_MESSAGE_THREAD_FROM_A_CONVERSATION with parent's thread_ts to get thread repliesWhen to use: User wants to schedule a message for future delivery
Tool sequence:
SLACK_FIND_CHANNELS - Resolve channel ID [Prerequisite]SLACK_SCHEDULE_MESSAGE - Schedule the message with post_at timestamp [Required]Key parameters:
channel: Resolved channel IDpost_at: Unix timestamp for delivery (up to 120 days in advance)text / blocks: Message contentPitfalls:
post_at must be a Unix timestamp, not ISO 8601Always resolve display names to IDs before operations:
SLACK_FIND_CHANNELS with query paramSLACK_FIND_USERS with search_query or emailSLACK_OPEN_DM with resolved user IDsMost list endpoints use cursor-based pagination:
response_metadata.next_cursor until emptylimit values (e.g., 100-200) for reliable pagingid across pagesmarkdown_text over text or blocks for formatted messages<@USER_ID> format to mention users (not @username)\n for line breaks in markdown_textSLACK_FIND_CHANNELS can return empty results if channel is private and bot hasn't been invitedSLACK_LIST_ALL_USERS and other list endpoints can hit HTTP 429; honor Retry-After headerresponse.data.results[0].response.data in wrapped executionsSLACK_FETCH_CONVERSATION_HISTORY returns main timeline only; use SLACK_FETCH_MESSAGE_THREAD_FROM_A_CONVERSATION for thread replieschannel and original message ts; persist these from SEND_MESSAGE responseSLACK_GET_APP_PERMISSION_SCOPES| Task | Tool Slug | Key Params |
|---|---|---|
| Find channels | SLACK_FIND_CHANNELS | query |
| List all channels | SLACK_LIST_ALL_CHANNELS | limit, cursor, types |
| Send message | SLACK_SEND_MESSAGE | channel, markdown_text |
| Edit message | SLACK_UPDATES_A_SLACK_MESSAGE | channel, ts, markdown_text |
| Search messages | SLACK_SEARCH_MESSAGES | query, count, sort |
| Get thread | SLACK_FETCH_MESSAGE_THREAD_FROM_A_CONVERSATION | channel, ts |
| Add reaction | SLACK_ADD_REACTION_TO_AN_ITEM | channel, name, timestamp |
| Find users | SLACK_FIND_USERS | search_query or email |
| List users | SLACK_LIST_ALL_USERS | limit, cursor |
| Open DM | SLACK_OPEN_DM | user IDs |
| Schedule message | SLACK_SCHEDULE_MESSAGE | channel, post_at, text |
| Get channel info | SLACK_RETRIEVE_CONVERSATION_INFORMATION | channel ID |
| Channel history | SLACK_FETCH_CONVERSATION_HISTORY | channel, oldest, latest |
| Workspace info | SLACK_FETCH_TEAM_INFO | (none) |
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Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
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Pull the ads a competitor is running right now on Meta (Facebook/Instagram) and Google, then extract the hooks, offers, CTAs and landing pages worth modelling. Use when writing ad copy, planning creative tests, choosing a landing page angle, or when the user asks "what is X advertising", "what ads does X run", "find competitor ad hooks". Reads live Ad Library and Ads Transparency data through the Tracetify MCP; falls back to a manual Ad Library walkthrough when the connector is absent.
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Analytics your AI agent can actually use. Track, analyze, run A/B experiments, and optimize across all your projects via CLI. Includes a growth playbook so your agent knows HOW to grow, not just what to track.
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Teaches when to recall from long-term memory before acting and when to save durable decisions, corrections and failures afterwards. Use when a memory tool or MCP memory server is connected but the agent is not using it consistently, when the user complains that the assistant forgets preferences, conventions or past decisions between sessions, or when setting up persistent memory for a project. Works with any memory backend: a folder of Markdown files, a local MCP server, or a managed service.
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Audit local AI coding-agent sessions with agenttrace for cost, tokens, tool failures, latency, anomalies, health, diffs, and CI gates.
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Checks which private files (.env, keys, secrets) Claude Code and its subagents reached in this project, whether a value came into an agent's context, and which key to change, by running the open source agentwhy CLI over the session records Claude Code already keeps on disk. Use when the user asks whether the agent or a subagent read their .env or other secrets, which private files a session touched, whether a key leaked into the conversation, or which key to rotate. Runs locally and never prints a secret value.
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