AI article
Give your agent a vector database without giving it a Python runtime
Community description: Every MCP server for Qdrant until now has been a Python process: an interpreter, a virtualenv and a...
Dev.to | Sep 14, 2026 | AS
Automated excerpt
Kdrant 2. 3. 0 ships kdrant-mcp, which is one static binary. 8. 0 MB on macOS arm64, 9. 1 MB on Windows, 16. 4 MB on Linux x64. Ours runs against a real Qdrant on every push. kdrant-mcp is a front end on Kdrant, a coroutine-first Kotlin client for Qdrant. The default REST engine pulls in no gRPC, no protobuf and no Netty: 3 to 5 MB of dependencies against 15 to 20 MB, with shaded Netty alone accounting for about 9 MB of the latter.
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