Data Conference Databasea Query.Farm index
Speakers

Om Shree

Employers on the program

  1. 2026Shreesozo1 talk
Events1
Conferences1
Talks1
Years active2026

The year around now

Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.

Held in the past 12 months Next 12 months Today, Nov 10, 2026

Appearances by year

201920202021202220232024202520262027
  • MCP Dev Summit / AGNTCon + MCPCon

Talks

DateEventConferenceRoleTitleLinks
Jun 14, 2026MCP Dev Summit Mumbai 2026MCP Dev Summit / AGNTCon + MCPConspeakerWhy Most MCP Tools Fail Silently, and How To Measure It
as Shreesozo
Most MCP servers don't break because of bugs. They break because the tool descriptions are too vague for agents to reliably pick the right tool. Two research…Show less

Most MCP servers don't break because of bugs. They break because the tool descriptions are too vague for agents to reliably pick the right tool. Two research papers put numbers to this. A SAIL Research study of 856 tools across 103 MCP servers found 97% have at least one quality defect, 56% don't...

Frequent co-speakers

No one else spoke at two or more of the same events.

Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.