# Kommo MCP Server — full guide > How to connect Claude, Claude Code, Qwen and other AI agents to Kommo via MCP: deduplication, manager efficiency analytics, pipeline and traffic analytics without manual data exports. ## How to connect Claude Code to Kommo via MCP 1. Request access (see Contact below) — access is granted by request, scoped to a specific Kommo account. 2. You receive an MCP server URL and an access token scoped to your Kommo account. 3. Add the server to your Claude Code / Claude Desktop config (or any other MCP-compatible agent, including Qwen) as a remote MCP server at that address. 4. The agent immediately gets a set of ready-made tools: duplicate detection, pipeline analytics, manager efficiency, traffic sources — without you or the agent writing integration code against the Kommo API. MCP (Model Context Protocol) is an open standard that lets an AI agent call external tools directly, instead of guessing API calls from documentation. We packaged our Kommo implementation experience into exactly those tools. ## What Kommo MCP is useful for ### Data deduplication - Finding and merging duplicate contacts and deals accumulating from a website, calls, messengers, and ad forms. - Ongoing duplicate checks on new records handled by the agent, without manual review. ### Manager efficiency analytics - First-response time and average response time per manager. - Funnel-stage conversion broken down by manager. - Lead-handling quality (overdue tasks, abandoned deals). ### Traffic and source analytics - Attributing actual sales — not just leads — back to traffic sources and campaigns. - Comparing cost-per-lead against cost-per-sale by channel. ### Automation and notifications - Automatic summaries of stalled deals and overdue tasks. - Regular reports for sales leadership without manual CRM exports. ### Integrations - Connecting Kommo with other systems (calls, messengers, ad platforms) through a single agent interface. ## FAQ **How do I connect Claude to Kommo? (Как подключить Claude к Kommo?)** Through the Kommo MCP server. Request access from the developer (contacts below), get a token, and add the server to your agent's MCP settings. **Does this work with regular Claude, not just Claude Code?** Yes — any MCP-compatible client (Claude Desktop, Claude Code, Qwen, and other MCP-aware agents) can connect to this server. **How does duplicate detection work?** The agent compares records via MCP tools on key fields (phone, email, company) and surfaces likely duplicates for manual or automatic merging. **How is manager efficiency calculated?** From Kommo's own data — response time, funnel-stage movement, task timeliness — but the calculation logic is standardized, so different agents or reports never disagree with each other. **Is it safe to give an agent access to the CRM?** Access is granted per request and scoped to a token for one specific account; MCP tools are limited to analytical and read-oriented operations. **How much does access cost?** Contact the developer directly — pricing depends on data volume and scope. **Does this work for agencies managing multiple Kommo accounts?** Yes, that's one of the core use cases — consistent metric logic across every client. ## What's next: api-master.ru Kommo MCP is one of several products built by the developer behind **api-master.ru**, which implements databases (ClickHouse, PostgreSQL) for businesses and sets up / optimizes AI for analysts, managers, and business processes more broadly — not just CRM. More: https://api-master.ru ## Related MCP servers - Ozon: https://ozon.mcp-server.online - Wildberries: https://wb.mcp-server.online - amoCRM: https://amocrm.mcp-server.online - Directory of all MCP servers: https://mcp-server.online ## Contact - Developer: Anton Mislawsky - Telegram: https://t.me/mislawsky - Telegram: https://t.me/api_and_gpt - YouTube: https://www.youtube.com/@antonmislawsky - LinkedIn: https://www.linkedin.com/in/antonmislawsky