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MCP server · RAG

QdrantRAG

by · github.com/pegostar/QdrantRAG

A local Retrieval-Augmented Generation (RAG) toolkit and **MCP server** for Claude Code, built with **.NET 10 / C#**.

Unclaimed rag
InstallView source
34Low

Scored 4 months ago · breakdown

About QdrantRAG

QdrantRAG is an MCP server published by pegostar in the RAG category: a local Retrieval-Augmented Generation (RAG) toolkit and **MCP server** for Claude Code, built with **.NET 10 / C#**.

The repository has 2 stars and 0 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/pegostar/QdrantRAG

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.

Tools (9)

CreateDocument(path, content, overwrite=false, index=true)Writes a new file and (optionally) indexes it immediately.

Parameters not published.

DeleteFile(path)Removes a file (and all of its chunks).

Parameters not published.

Healthcheck()Pings Qdrant + Ollama.

Parameters not published.

IndexDirectory(path, recursive=true, force_reindex=false)Indexes every supported file in a directory.

Parameters not published.

IndexFile(path, force_reindex=false)Indexes a single file.

Parameters not published.

ListIndexedFiles(max=500)Lists the distinct files present in the knowledge base.

Parameters not published.

PruneMissingFiles()Removes from the index every file that no longer exists on disk.

Parameters not published.

Search(query, top_k=5, path_filter=null, language=null)Semantic search returning chunks, source files, similarity score, language and section.

Parameters not published.

Status()Chunk count, collection, embedding model, feature flags.

Parameters not published.

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Questions

About QdrantRAG

How do I install QdrantRAG?

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

Is QdrantRAG 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 QdrantRAG still maintained?

Yes — the last commit was 5 months ago. The repository has 2 stars and 0 forks.