Instantly Connect Your Slack AI Agent with MCP

Give your Slack agent access to 2,500+ apps over MCP.
It reads and acts in Google Workspace, GitHub, and Jira from the thread it is already in.

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Teams already running Runbear

Native Slack Experience

Interact naturally with your AI right inside Slack, avoiding any disruption from switching apps.

Instant Integrations

Immediately connect with over 2,500 apps via MCP—no additional coding required.

Flexible AI Model Selection

Supports popular AI models including Anthropic Claude, OpenAI, Gemini, and Perplexity.

Secure by Design

Keep your data secure with MCP's built-in security practices and infrastructure.

How MCP Works with Slack

Get started with MCP-enabled AI in Slack in three simple steps

Set up your AI Agent

Pick the model, then point the agent at the knowledge it should answer from: Google Docs, Confluence, Notion.

Enable MCP Integrations

Access thousands of pre-configured MCP-enabled apps via marketplaces or integrate your own MCP server. your own MCP server.

Interact in Slack

Automate workflows, answer queries, and streamline operations directly from your Slack workspace.

Connect with Your Favorite Apps

Connect MCP to the apps the work already lives in
like Notion, Jira, and GitHub.

Use Cases

AI Workflow Enhancements for Your Team

Google Ads Report Analysis: Weekly Insights, Ad Copy, and an Action Plan

Compare Google Ads exports, explain the biggest changes, and prepare an HTML action plan for review.

Meta Ads Creative Fatigue Analysis: From Exported Report to Next-Test Plan

Compare Meta Ads exports, spot possible creative fatigue, and prepare the next test in an HTML report.

Slack Approval Bot: Answer Repeat Requests from Past Decisions

Runbear answers repeat approval requests from the decision-maker's past calls, cites the precedent it followed, and refuses when the case is genuinely new.

The Quarterly Business Review Template AI Fills for You

A quarterly business review template for customer success, and how an AI agent in Slack drafts the first pass: goals, progress, wins, friction, open decisions.

AI Support Triage in Slack: Route Tickets to the Right Owner

AI ticket routing in Slack that finds the right owner, not just a queue. Runbear reads live Slack + Notion signals to route each request and shows its reasoning.

Stalled Support Requests: AI Reminders in Slack Before the Customer Asks Twice

A customer replies with the logs you asked for, then hears nothing for three days. A Runbear agent sweeps Zendesk, Slack, and Linear on a schedule, spots the silence, and nudges the owner with a drafted reply.

Your meeting brief should be in Slack one hour before the meeting starts.

Runbear is a Slack-native Sales and RevOps AI teammate that prepares meeting briefs from CRM, email, calendar, and call context, then sends them to reps in Slack before customer calls.

Stop chasing your reps to update the CRM. Your AI teammate does it from the call.

Ship your first auto-CRM-update bot in 60 minutes. No engineering. Per-user auth on every write. Reps approve drafted Salesforce updates in Slack.

Customer Onboarding Nudge Bot: Pipeline Madness for CS

Customer onboarding automation for CS teams: an always-on Salesforce bot that nudges every new account through onboarding milestones with daily Slack standups. AI for customer success that surfaces stuck accounts on day one, not week three.

Slack Auto-Draft: AI Replies for Internal Help Desk Pings

Your senior team is running a help desk by accident. Slack auto-draft writes the reply so they don't have to type the same answer twice.

Sub-Rental in Slack: Draft Vendor POs from Current RMS History

When an item is out of stock, a rental coordinator asks the Slack bot. Runbear checks Current RMS, finds who the team booked the same item from last time, and drops a ready-to-send purchase order in the thread.

Auto-Reply to Rental Inquiries: Google Forms to Current RMS to Gmail

When a customer submits a rental inquiry through Google Forms, Runbear checks Current RMS for availability and emails the customer back with an answer in minutes, any hour of the day, with no staff in the loop.

Automate Email Rental Orders into Your System with AI

Use Runbear to watch your Gmail inbox, parse rental orders with AI, push them into your rental management system via MCP, and notify your team in Slack—cutting order processing time from 15–30 minutes to under 2 minutes.

AI Email Assistant: How Automated Drafting Saves 5+ Hours a Week

An AI email assistant that auto-labels incoming mail, gathers context from your CRM and docs, and drafts polished replies. Teams using automated email drafting report saving 5 or more hours per week on repetitive email workflows.

Stripe Slack Integration: No-Code Customer Agent with MCP

Build a no-code customer operations agent that connects Stripe to Slack via MCP. Handle refund lookups, subscription changes, and payment inquiries in natural language. No engineering required to set up or maintain.

Atlassian Slack Integration: Jira and Confluence with Custom MCP

Connect Jira and Confluence to Slack through the official Atlassian MCP server. Create Jira tickets from Slack threads, search Confluence pages, and manage Atlassian workflows using natural language in your team channels.

Link Customer Support Tickets to Existing Product Issues with AI

Use AI to automatically match incoming support tickets with existing product issues in your bug tracker. Eliminates duplicate tracking and helps product teams see which bugs affect the most customers.

AI Email Triage: Automate Email Sorting and Routing in 4 Steps

Set up AI email triage in four steps. The agent reads incoming emails, categorizes them by urgency and topic, summarizes the content, and routes each message to the right team member in Slack. Works with Gmail and Outlook.

Zendesk Slack Integration: Get AI Answers Inside Zendesk from Slack

Connect Zendesk to Slack with an AI agent that looks up tickets, customer history, and support data on demand. Ask questions in natural language and get answers without switching between apps. No code setup in under 10 minutes.

AI Executive Dashboard: KPI Reports Delivered to Slack

Get KPI dashboards and executive summaries delivered to Slack on demand. AI agents pull data from your connected business tools and generate visual reports with charts, trends, and anomaly alerts without logging into a dashboard.

Real-Time Business Analytics in Slack with AI Agents

Get live business metrics, charts, and data insights delivered directly into Slack. AI agents pull from your connected tools and answer data questions in natural language, no dashboard login needed.

Automate KPI Reporting: AI Agent with MCP for Slack

Set up AI agents that deliver live KPI summaries and data visualizations directly into Slack using MCP. Connect your data sources and get automated reports on the metrics that matter, on a schedule or on demand.

Asana Slack Integration: Manage Tasks with an AI Agent and MCP

Create, assign, and track Asana tasks directly from Slack using an AI agent powered by MCP. Ask about project status, update due dates, or create new tasks in natural language without switching to the Asana app.

Instantly Query Excel Reports in Slack—No More Manual Data Checks

Upload an Excel file to Slack and ask questions about your data in plain language. The AI agent reads your spreadsheet, runs analysis, and returns answers instantly instead of manual lookups across rows and columns.

Jira Slack Integration: Daily Progress Summaries with AI and MCP

Get daily Jira progress summaries posted directly to Slack using MCP. Track sprint velocity, blocked tickets, and team workload without opening Jira dashboards. The AI agent formats updates for your whole team automatically.

AI Article Summarizer for Slack

Share a URL in Slack and get an instant AI summary of the article or web page. Your team saves time by reading key takeaways instead of clicking through every link shared in channels.

Linear Slack Integration: Automated Updates for Global Teams

Get automated summaries of Linear ticket activity posted to Slack every 12 hours. Teams working across time zones can catch up on progress, blockers, and completed work without checking Linear manually.

Notion Slack Integration: Turn Slack Threads into PRDs with MCP

Connect Notion to Slack with MCP and turn team discussions into structured PRD documents. The AI agent reads Slack threads, extracts requirements and decisions, then creates a formatted product spec in your Notion workspace automatically.

AI Meeting Prep: Get Briefings in Slack Before Every Meeting

An AI meeting prep assistant in Slack that pulls your calendar, participant details, recent emails, and relevant docs before every meeting. Get a briefing delivered to your DM in minutes instead of spending an hour gathering context.

Zapier Slack Integration: Trigger Automations with MCP and AI

Connect Zapier to your Slack AI assistant using MCP and trigger any of thousands of Zapier automations with natural language. No code needed. Just describe what you want done and the agent handles the rest.

Airtable Slack Integration: Query Your Data with AI and MCP

Turn your Airtable into a conversational database you can query from Slack using MCP. Ask questions in plain English and get filtered results, summaries, and insights from your Airtable bases without opening a browser tab.

AI Calendar Scheduling from Slack Using MCP

Schedule meetings, check availability, and manage your calendar directly from Slack using MCP. The AI agent reads your calendar context and handles coordination so you skip the back-and-forth.

Slack MCP Client: Use Any MCP Server Directly in Slack

Runbear is the first Slack MCP client. Connect Claude to any MCP server and use it directly in Slack channels. Your team can query databases, call APIs, and access more than 2,000 tools through natural language. No local installation required.

Slack AI Agent That Joins Conversations Automatically

Build an AI agent for Slack that proactively joins conversations and provides answers before anyone asks. The agent monitors channels, detects questions, and responds with relevant information from your connected knowledge sources.

Slack AI Bot: Auto-Suggest Answers When Your Team Gets Questions

Set up a Slack AI bot that automatically suggests answers when your team gets questions. No slash commands needed. The bot monitors channels and responds with relevant answers from your knowledge base, wiki, or connected documents.

Slack Chatbot: Build an AI Agent with Your Knowledge Sources

Build a Slack chatbot that answers recurring questions using your existing documents, wikis, and knowledge sources. No coding or training data required. Works with Google Drive, Notion, Confluence, and more.

Connect Crisp to Slack with an AI Support Assistant

Add an AI assistant that answers Crisp support questions directly in Slack. Your team gets instant context from past conversations and help docs without leaving their workspace.

Slack Google Docs Integration: Save Conversations as Documents

Convert important Slack conversations into organized Google Docs with one command. The AI formats the discussion, preserves key decisions and action items, and saves it to your Google Drive so nothing gets lost in the chat history.

Build a Routing Chatbot for Workplace Questions in Slack

Create a chatbot that routes workplace questions to the right person or team in Slack. Instead of guessing who to ask, employees type their question and the bot directs it to the correct department or answers it automatically.

HubSpot Slack Integration: Build a Custom GPT with CRM Data

Create an AI chatbot in Slack that connects to your HubSpot CRM. Ask about deals, contacts, pipeline status, and company records in natural language. The bot pulls answers directly from your HubSpot data in real time.

Slack Daily Digest Bot: AI Channel Summaries You Can Chat With

Build a Slack daily digest bot that summarizes your channels every morning using AI. It reads overnight messages, extracts key decisions and action items, and posts a summary your team can ask follow-up questions about. No coding required.

Onboarding Bot: AI Chatbot for New Member Onboarding in Slack

Create an onboarding bot that guides new team members through their first days in Slack. The chatbot answers common questions, shares relevant docs, and provides real-time support from day one with no coding required.

Writing Blog Posts with a Chatbot

Use a chatbot in Slack to draft blog posts from outlines, talking points, or raw notes. The AI writes initial drafts, suggests headlines, and helps iterate on content without switching to a separate writing tool.

AI-Powered Q&A for Healthcare Teams in Slack

Healthcare professionals can ask clinical reference questions and get answers from uploaded medical documents directly in their workspace. Speeds up research without leaving patient-facing workflows.

AI-Powered Q&A for Legal Teams in Slack

Legal professionals can ask case-related questions and get answers from uploaded documents directly in Slack. The AI agent searches your legal knowledge base and returns relevant precedents and policy details.

Handle Interdepartmental Support Queries with AI in Slack

Set up an AI agent that answers cross-team questions in Slack by pulling context from multiple departments. Reduces wait times when support needs input from engineering, billing, or product teams.

Slack AI Assistant: Let AI Answer Your Mentions While You Focus

Set up a personal Slack AI assistant that responds to your mentions when you are busy or away. The agent uses your past messages and connected documents to answer on your behalf with accurate, context-aware replies.

AI Compliance Review Assistant for Slack Teams

Connect a compliance review assistant to your team in Slack. The AI agent checks documents and processes against your compliance requirements and flags issues before they reach audit, saving hours of manual review.

A Bot That Summarizes Daily News on Selected Topics

Build a Slack bot that collects news articles on topics you choose and delivers a daily summary. The AI scans sources, filters by relevance, and posts concise briefings so your team stays informed without browsing multiple sites.

Analyze Customer Sentiment with AI on Zendesk and HubSpot

Use AI to detect customer sentiment across Zendesk and HubSpot tickets. Automatically prioritize frustrated customers, flag escalation risks, and identify the root causes behind recurring complaints.

AI Assistants for Customer Support

Create custom AI assistants that help your customer support team answer questions faster in Slack, Teams, or HubSpot. The AI pulls from your docs and past tickets to draft accurate responses.

AI Customer Support for Beauty and Wellness Businesses

Beauty and wellness businesses can use AI to answer common client questions about services, pricing, and availability directly in their workspace. Reduces response time and frees staff to focus on in-person clients.

How to Add a Proofreading Assistant to Slack

Add a proofreading bot to your Slack workspace that checks grammar, spelling, and tone in real time. Paste any text and get corrections instantly, no coding required to set up.

Frequently Asked Questions

MCP (Model Context Protocol) allows your AI to securely interact with apps. Runbear's MCP on Slack lets you integrate AI models with external data sources and applications, simplifying AI workflow enhancement.

Runbear let's you configure your AI agent to enable MCP apps and once requested, the AI agent will use the MCP tools to interact with the app on your behalf.

Yes, MCP endpoint is designed with security in mind. Also you can configure who can interact with the MCP endpoint.

Sign up for a Runbear account and create your AI agent. Then configure the MCP endpoint and start interacting with your apps in Slack.

Book a call with us for help setting up:Book a demo

Currently, we support Anthropic's Claude as initial release. We are actively working on adding MCP support for other supported AI providers.

Start Enhancing Slack with MCP Today

Experience streamlined, powerful AI integration within your Slack workspace.

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