Building AI Interoperability with MCP and ContextForge
Details
This meetup is in association with IBM.
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Note: PyData Ireland will be collecting your name and email for smooth access to the venue.
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APIs changed the web. MCP (Model Context Protocol) is changing AI. In this deep dive, Mihai takes you under the hood of the new interoperability layer that's powering 15,000+ AI tools and servers across the ecosystem.This session focuses on building real, working MCP servers in Python and understanding how they connect through ContextForge: https://github.com/IBM/mcp-context-forge - an open source MCP Gateway and Registry that serves as a central hub for tools, resources, and prompts accessible to MCP-compatible LLMs. ContextForge converts REST APIs to MCP, composes virtual MCP servers with added security and observability, and bridges protocols such as stdio, SSE, and Streamable HTTP.
Key Takeaways: Build secure, scalable MCP Servers to drive AI Agents. See how MCP and ContextForge work together to make AI tools interoperable, secure, and production-ready.
Speaker Designation: Mihai Criveti, Distinguished Engineer for AI Agents at IBM
Speaker Bio: Mihai Criveti is a Distinguished Engineer for AI Agents at IBM and leading the development of ContexForge - the open source Model Context Protocol (MCP) Gateway and Registry. He shapes Agentic AI standards across IBM and is building a team in Dublin to advance ContextForge and its global adoption. His work focuses on platform engineering, AI orchestration, and open systems that accelerate real-world AI adoption.
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P.S: ContextForge team is hiring. Read on and apply.
From team ContextForge:
We're looking for highly motivated Python Developers - from early-career engineers to senior contributors — to join the ContextForge MCP & A2A Gateway team at IBM Software. ContextForge - https://github.com/IBM/mcp-context-forge is an open-source, production-grade gateway, proxy, and registry for Model Context Protocol (MCP) servers and A2A Agents, unifying discovery, authentication, rate-limiting, observability, and federation across distributed AI and REST ecosystems
Application portal: https://ibmglobal.avature.net/en_US/careers/JobDetail?jobId=71800
GitHub - IBM/mcp-context-forge: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
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