Name: 7 MCP Servers, 50+ Tools, Zero Duplicate Code: A 5-Minute Architecture Tour - Harika Chebrolu, IBM
Start: 2026-10-09T14:20:00+0200
End: 2026-10-09T14:30:00+0200

7-9 October, 2026
Prague, Czechia
View More Details & Registration
Important Note: Timing of sessions and room locations are subject to change.

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for Open Source Summit Europe 2026 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

7 MCP Servers, 50+ Tools, Zero Duplicate Code: A 5-Minute Architecture Tour - Harika Chebrolu, IBM

Friday October 9, 2026 14:20 - 14:30 CEST

Forum Hall (Floor 2)

We had a problem: every new integration meant writing the same code twice—once for our React dashboard, once for our AI assistant. JIRA, TestRail, Jenkins, GitHub—the duplication was unsustainable.

MCP changed everything. In this lightning talk, I'll show how we built 7 MCP servers that now power both our dashboard AND our AI agents from a single source of truth. 50+ tools, used daily by Dev, QE, and Management teams.

In 5 minutes, you'll see:

- The architecture: FastAPI as a unified backend → MCP Servers → External APIs (JIRA, TestRail, Jenkins, GitHub, GSheets, Release Calendar, Risk Predictor)
- The pattern: Thin MCP tools that call centralized APIs—one integration, two consumers
- Real metrics: 10+ hours/week saved per engineer; release tracking, regression monitoring, and production health checks unified.
- Why MCP wins: AI agents and dashboards evolve independently while sharing the same data layer.

We eliminated duplicate code, reduced maintenance burden, and shipped faster. All code is open source.

Speakers

Harika Chebrolu

Software Engineer | Multi-Agent Systems, IBM

Harika Chebrolu is a software engineer building autonomous systems for infrastructure operations. She architected a multi-agent platform managing 200+ storage nodes and extracted MCP servers for safe, interoperable infrastructure tooling. Her open-source work includes multi-agent... Read More →

Friday October 9, 2026 14:20 - 14:30 CEST
Forum Hall (Floor 2)

Open AI & Data

Audience Experience Level Intermediate

OSS + ELC EU 2026

Harika Chebrolu

Get help with the event

OSS + ELC EU 2026

Harika Chebrolu

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Get help with the event