zulipchat-mcp and Zammad-MCP
About zulipchat-mcp
akougkas/zulipchat-mcp
ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip Chat. Built with FastMCP for lightning-fast performance, featuring comprehensive chat management and intelligent summarization. Transform your Zulip workspace into an AI-powered collaboration hub!
Implements a two-tier tool architecture that defaults to 19 core tools (messaging, search, user resolution) with an optional ~55-tool extended mode, enabling fast AI decision-making without token overhead. Built on FastMCP with async-first design, integrates DuckDB for agent state persistence and intelligent caching, and supports dual identity switching to post as either a user or bot within the same session.
About Zammad-MCP
basher83/Zammad-MCP
A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.
Implements 18+ tools spanning ticket lifecycle management, attachment handling, and user/organization lookups, plus cached system data endpoints for performance optimization. Uses stdio transport with Python's async architecture, supporting multiple Zammad authentication methods (token, OAuth2, or credentials) and offering dual response formats (Markdown for LLM consumption, JSON for structured data). Integrates with Claude Desktop and broader MCP client ecosystem via configurable transports including HTTP for remote deployments.
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