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MCP server · RAG

Kdrant

by · github.com/NaCode-Studios/Kdrant

Coroutine-first Kotlin client for Qdrant, plus an MCP server for it that is a static binary instead of a Python runtime. Suspend APIs, a typed filter DSL, REST or opt-in gRPC behind one seam, nine platforms including iOS and Windows, and a GraalVM native image with no reflection config to write.

Unclaimed ai-agentscoroutinesembeddingsgrpckotlinkotlin-multiplatformkotlin-nativektorlangchain4jllmmcpmodel-context-protocolqdrantragretrieval-augmented-generationsemantic-searchsimilarity-searchspring-aivector-databasevector-search
InstallView source
34Low

Scored 27 days ago · breakdown

About Kdrant

Kdrant is an MCP server published by NaCode-Studios in the RAG category: coroutine-first Kotlin client for Qdrant, plus an MCP server for it that is a static binary instead of a Python runtime. Suspend APIs, a typed filter DSL, REST or opt-in gRPC behind one seam, nine platforms including iOS and Windows, and a GraalVM native image with no reflection config to write.

The repository has 6 stars and 0 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/NaCode-Studios/Kdrant

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v2.3.0v2.3.0 · 12 Sep 2026Tiers 10 and 11, complete, in one version. The theme is tracking the server this client exists to speak to, and measuring what had only been asserted. Qdrant 1.19's query and storage surface is reachable: prefix matching, slice filtering,…
v2.2.0v2.2.0 · 6 Aug 2026Tiers 8 and 9, complete. The theme is the distance between a request this client can build and one that has been shown to work, and the client's behaviour where a cluster is not healthy. `matchPhrase` now matches something. Sparse and…
v2.1.0v2.1.0 · 2 Aug 2026Tier 7, complete. Four claims that were previously compiled, argued or asserted are now things a build proves: the REST engine runs on every target `kdrant-core` does and the shared contract runs from a native binary, a scoped token is a…
v2.0.0v2.0.0 · 31 Jul 2026Tier 5, complete, and the release the transport seam was built for. `kdrant-transport-grpc` is an opt-in gRPC engine behind the same `QdrantClient`, and `kdrant-core` compiles for the JVM and eight Kotlin/Native targets. Adding a second…
v1.2.0v1.2.0 · 31 Jul 2026Tier 6, complete. The framework adapters honour metadata filters, deployment scripts get `ensureCollection`, an ordered `scroll` and `batchUpdate`, observability ships instead of being reachable by hand, the wire format is held to Qdrant's…
Questions

About Kdrant

How do I install Kdrant?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Kdrant safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Kdrant still maintained?

Yes — the latest release is v2.3.0 (12 Sep 2026), and the last commit was a month ago. The repository has 6 stars.