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project

MCPulse

SDK and browser-based checker for MCP servers that scores tool schemas on description distinctiveness, undescribed parameters and token cost.

Known aliases

  • getmcpulse

Relationships

No evidence-backed relationships are recorded.

Current clusters

build1 publisher

Past thirty tools, MCP servers' tool descriptions start to blur together

A scan of 4,951 public MCP servers and 87,146 tools finds description overlap climbing with tool count, until nearly one tool in three on the biggest servers has no word its siblings do not also use. The study measured text; it did not measure model choices.

Publishers:dev.to

Reality

Evidence66
Adoption30
Hype gap+15
Incentives70
Confidence58