Qdrant vs Anthropic MCP

FeatureQdrantAnthropic MCP
CategoryData ToolsAI Development
PricingFree (open-source) + CloudFree (open standard)
GitHub Stars21,00045,000
PlatformsLinux, macOS, DockermacOS, Linux, Windows
Features
  • ✓ Vector search
  • ✓ Filtering
  • ✓ Distributed
  • ✓ REST/gRPC API
  • ✓ Rust-based
  • ✓ Universal tool protocol
  • ✓ Server/client architecture
  • ✓ Stdio and SSE transport
  • ✓ TypeScript + Python SDKs
  • ✓ Growing ecosystem
Tags
vector-dbrusthigh-performanceopen-source
open-sourceprotocoltoolsintegrationstandard