Developing on the Bleeding Edge of MCP Servers
A practical survival guide to designing MCP tools agents actually use while the spec and client ecosystem continue evolving.
A London Agentic AI and Agentic AI London meetup at Tessl on Model Context Protocol, MCP servers, AI-native development, tool access, governance and agent performance.

Hosts, sponsors and speaker organisations represented at this London Agentic AI stop.



This second London Agentic AI meetup focused on Model Context Protocol and how MCP servers unlock new ways to connect tools, data and workflows to AI agents. The event covered practical MCP server development and the messy edge of fast-moving client and spec support.
The technical discussion moved from hands-on MCP server design to enterprise controls such as approvals, quotas, audit and policy for multi-tenant agent systems.
A concise briefing on the technical context behind the event: why the topic mattered to the London Agentic AI community and what sponsors, speakers and attendees came to discuss.
The Meetup page describes the event theme as Model Context Protocol plus AI agents.
The page lists two talks: Macey Baker on bleeding-edge MCP servers and Guillaume Lebedel on accessible MCP servers.
Tessl sponsored and hosted the event at 210 Pentonville Road.
How MCP servers connect new tools to AI agents.
How builders are working with a fast-evolving MCP spec and uneven client support.
Where MCP improves agent performance and where implementation becomes difficult.
How governed enterprise agents need policies, approvals, quotas and audit trails.
A practical survival guide to designing MCP tools agents actually use while the spec and client ecosystem continue evolving.
A session on building and deploying MCP connectors, then adding enterprise-grade controls such as policy, approvals, quotas and audit.
The video is embedded here for context and linked as a source so search engines, LLMs and attendees can connect the event page to the original recording.
Open on YouTube →Original registration, archive and recording links for this London Agentic AI event.
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