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  3. Hitgate
MCP server · RAG

Hitgate

by · github.com/LucasSantana-Dev/hitgate

Portable hybrid (BM25 + dense + RRF) retrieval engine and a label-free evaluation harness — extracted from a personal AI-assistant memory index and decoupled to run on any source tree.

Unclaimed aibm25embeddingshybrid-searchinformation-retrievalllmlocal-firstmcpmemorymodel-context-protocolpythonragrag-evaluationrerankingretrieval-augmented-generationsemantic-searchsentence-transformersvector-search
InstallView source
34Low

Scored a month ago · breakdown

About Hitgate

Hitgate is an MCP server published by LucasSantana-Dev in the RAG category: portable hybrid (BM25 + dense + RRF) retrieval engine and a label-free evaluation harness — extracted from a personal AI-assistant memory index and decoupled to run on any source tree.

The repository has 4 stars and 0 forks, with the last commit 14 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/LucasSantana-Dev/hitgate

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

v0.1.1v0.1.1 · 3 Oct 2026Adapters now ship in the pip package as hitgate.adapters (LangChain, LlamaIndex, Langfuse).
v0.1.0hitgate 0.1.0 · 22 Jun 2026hitgate 0.1.0 A **pytest-style, label-free regression gate for retrieval quality** — plus the small hybrid retriever it was built to measure. Point it at *your* retriever and find out whether a change helped or hurt, when you have **no…
Questions

About Hitgate

How do I install Hitgate?

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

Is Hitgate 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 Hitgate still maintained?

Yes — the latest release is v0.1.1 (3 Oct 2026), and the last commit was 14 days ago. The repository has 4 stars.