# Karumi — AI Connector Karumi publishes 38 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/sales-marketing/karumi/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Sales & Marketing](https://node8.ai/ai-connectors/sales-marketing/) # Karumi Run Karumi AI demo sessions, leads and analytics from Claude Listed in Claude · 38 published tools · Community-listed [Claude connector docs](https://www.karumi.ai/mcp-connector) [karumi.ai](https://www.karumi.ai/) Overview ## What Karumi does Karumi runs AI-driven product demos for software companies, where a prospect works through an interactive session and the transcript of that session becomes a sales signal. The connector covers three areas: exploring sessions, with filtering, full transcripts and both keyword and semantic search across conversations; managing the demo experiences themselves, including audiences as campaign-specific entry points, reusable journeys, start pages, agent system prompts and knowledge files; and pulling lead records, engagement analytics and question-and-answer content. The publisher states every tool is annotated read-only or destructive so writes prompt for confirmation, and access is scoped by organisation over OAuth. Thirty-eight tools are claimed at community tier. ### Who it is for Sales, marketing and product teams running interactive demos on Karumi. ### Tool surface Thirty-eight tools are claimed with read-only and destructive annotations described, and a 401 at the endpoint means those annotations cannot be read from outside. Availability ## Where Karumi is listed Karumi is listed in the Claude connectors directory only. Karumi has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory Karumi publishes 38 tools to Claude, deeper than 86.2% of the 1,253 Claude-listed connectors. The median Claude-listed connector filed under Sales & Marketing publishes 18, so this one runs 20 tools above its bucket's median and ranks 22nd of 94 by tool count. It falls in the 21-50 tools band, which holds 20% of the Claude directory. Karumi publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher Karumi Verification Community-listed (61.5% of the Claude directory) Filed under Sales & Marketing Endpoint `https://api.karumi.ai/mcp` Documentation [Publisher setup docs](https://www.karumi.ai/mcp-connector) Published tools 38 · 21-50 tools band Depth rank in Sales & Marketing 22 of 94 Snapshot August 2026 Karumi is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How Karumi describes it > Karumi is an AI-powered product demo platform for SaaS companies. This connector lets you run your Karumi workspace directly from Claude using natural language. Explore demos and sessions: browse and filter prospect demo sessions, deep-dive any session with its full transcript, and run keyword or semantic search across all conversations to see what prospects are asking about. Manage your demo experiences: create and update audiences (shareable, campaign-specific entry points), edit reusable demo journeys and start pages, update an agent's system prompt, and add knowledge files — all without leaving Claude. Surface leads and insights: pull lead records and engagement analytics, review Q&A content, and generate summaries from real demo activity to feed your sales and marketing workflows. Built-in safety: every tool is annotated as read-only or destructive, so Claude asks before any action that creates, updates, or deletes. Access is scoped to the organizations your account belongs to and authorized via OAuth 2.0. Ideal for sales, marketing, and product teams who want to monitor demo performance, qualify leads, and iterate on their AI demos conversationally. Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Sales & Marketing connectors ### [Salesflare](https://node8.ai/ai-connectors/sales-marketing/salesflare/) Read and update Salesflare CRM records Claude · ChatGPT ### [Boomerang](https://node8.ai/ai-connectors/sales-marketing/boomerang/) Run a Boomerang wallet loyalty programme from conversation Claude ### [Contractors Cloud](https://node8.ai/ai-connectors/sales-marketing/contractors-cloud/) Contractors Cloud customers, projects, tasks and reports in Claude Claude ### [Customer.io](https://node8.ai/ai-connectors/sales-marketing/customer-io/) Customer.io segments, profiles and workspace data in Claude Claude ### [EULER](https://node8.ai/ai-connectors/sales-marketing/euler/) Partner programme data and deal registration through Claude Claude ### [Inrō - Instagram Automation](https://node8.ai/ai-connectors/sales-marketing/inro-instagram-automation/) Operate Instagram DM automation and campaigns through Inro Claude [All 94 Sales & Marketing connectors](https://node8.ai/ai-connectors/sales-marketing/) This is an independent catalogue entry compiled by Node8 from Karumi's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Karumi, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session