Byte Size15min
One AI Chat to Rule Them All: Connecting Enterprise Tools with MCP
This talk demonstrates how to build an on‑premise AI assistant that unifies Jira, Confluence, GitLab, and chat tools using the Model Context Protocol (MCP). Attendees learn MCP fundamentals, architecture, and a live demo integrating enterprise tools—offering a practical blueprint for secure, cost‑free AI‑tool interoperability.
Karthik SayapparajuCERN
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Tuesday, February 10, 12:15-12:30
Room C
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Tired of juggling Jira, Confluence, GitLab, and Slack/Mattermost? What if one AI could search tickets, find docs, check PRs, and summarize discussions, while keeping data on-premise and avoiding subscription costs?
I'll show how to build this using the Model Context Protocol (MCP), an open standard for AI-tool integration, now under the Linux Foundation and adopted by OpenAI, Google, and Microsoft.
What the audience will see:
MCP Introduction : What is MCP, how old is it, who's driving it forward (Anthropic, growing community), and why it matters - the "USB-C for AI tools."
Architecture and Implemetation : How MCP clients, servers, and the protocol work together. The local stack: Ollama + Open WebUI + mcpo proxy connecting to MCP servers for Atlassian, GitLab, and Obsidian.
Demo : Real queries across systems: Searching tickets, finding docs, checking repos
Key Takeaways :
I'll show how to build this using the Model Context Protocol (MCP), an open standard for AI-tool integration, now under the Linux Foundation and adopted by OpenAI, Google, and Microsoft.
What the audience will see:
MCP Introduction : What is MCP, how old is it, who's driving it forward (Anthropic, growing community), and why it matters - the "USB-C for AI tools."
Architecture and Implemetation : How MCP clients, servers, and the protocol work together. The local stack: Ollama + Open WebUI + mcpo proxy connecting to MCP servers for Atlassian, GitLab, and Obsidian.
Demo : Real queries across systems: Searching tickets, finding docs, checking repos
Key Takeaways :
- Basic understanding of MCP protocol
- See a real POC connecting to enterprise tools
- Blueprint of the architecture to experiment with
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