Cohere Maps 700K MCP Tools, Finds Narrow Overlap with Real Jobs

Cohere Labs analyzed nearly 700,000 tool definitions in public MCP directories, finding that their overlap with real workplace tasks is far narrower than expected and concentrated in specific tasks and occupations.

2026-09-09 ~ 2026-09-09 · 2 related posts

• Cohere maps 700,000 public MCP tool definitions—overlap with workplace tasks is far narrower than it seems — Cohere_Labs · 2026-09-09
• Cohere maps the MCP landscape: which tasks and jobs AI tools actually cluster around — Cohere · 2026-09-09