{"repo":"jagan-shanmugam/mattermost-mcp-host","free":true,"listed":false,"github":"https://github.com/jagan-shanmugam/mattermost-mcp-host","clone":"git clone https://github.com/jagan-shanmugam/mattermost-mcp-host.git","description":"A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.","language":"Python","stars":34,"topics":["langgraph","llm","mattermost","mcp","mcp-clients"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Mattermost MCP Host A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based AI agent to provide an intelligent interface for interacting with users and executing tools directly within Mattermost. Demo 1. Github Agent in support channel - searches the existing issues and PRs and creates a new issue if not found 2. Search internet and post to a channel using Mattermost-MCP-server Scroll below for full demo in YouTube Features - 🤖 Langgraph Agent Integration : Uses a LangGraph agent to understand user requests and orchestrate responses. - 🔌 MCP Server Integration : Connects to multiple MCP servers defined in mcp-servers.json . - 🛠️ Dynamic Tool Loading : Automatically discovers tools from connected MCP servers and makes them available to the AI agent. Converts MCP tools to langchain structured tools. - 💬 Thread-Aware Conversations : Maintains conversational context within Mattermost threads for coherent interactions. - 🔄 Intelligent Tool Use : The AI agent can decide when to use available tools (including chaining multiple calls) to fulfill user requests. - 🔍 MCP Capability Discovery : Allows users to list available servers, tools, resources, and prompts via direct commands. - #️⃣ Direct Command Interface : Interact directly with MCP servers using a command prefix (default: # ). Overview The integration works as follows: 1. Mattermost Connection ( mattermost client.py ) : Connects to the Mattermost server via API and Web","default_branch":null,"files":null,"tree":[],"storefront":"/r/jagan-shanmugam","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/jagan-shanmugam/mattermost-mcp-host/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}