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MCP server · RAG

Flying Rag MCP

by · github.com/Kritik35/flying-rag-mcp

Local-first MCP server for RAG over engineering documentation (GOST/SP, project PDF/DOCX/XLSX, IFC/DWG). Lemonade embeddings + LanceDB hybrid search with query planning and retrieval-quality filtering.

Unclaimed embeddingsengineering-documentationlancedbmcpmodel-context-protocolragrussian-standards
InstallView source
34Low

Scored a month ago · breakdown

About Flying Rag MCP

Flying Rag MCP is an MCP server published by Kritik35 in the RAG category: local-first MCP server for RAG over engineering documentation (GOST/SP, project PDF/DOCX/XLSX, IFC/DWG). Lemonade embeddings + LanceDB hybrid search with query planning and retrieval-quality filtering.

Install

From source
git clone https://github.com/Kritik35/flying-rag-mcp

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)

extract_structured_values(label, source_like?, limit?, max_rows?)Извлечение структурированных значений

Parameters not published.

graph_neighbors(doc_id, top_k?)Семантические соседи документа

Parameters not published.

list_indexed(folder_filter?, limit?, dataset?)Список файлов в индексе

Parameters not published.

reindex_path(path, force?, use_cache?)Фоновая переиндексация файла или папки

Parameters not published.

reindex_status(job_id?, limit?)Статус задач индексации

Parameters not published.

search_documents(query, folder_filter?, top_k?, dataset?, rerank?, alpha?, use_cache?, debug?, include_visual?)Гибридный поиск по документам

Parameters not published.

search_drawings(query, dataset?, folder_filter?, top_k?)Визуальный поиск по чертежам

Parameters not published.

search_rules(query, subject?, parameter?, limit?)Поиск инженерных правил

Parameters not published.

sum_table_values(subject, field?, op?, source_like?, dataset?)Проверяемая сумма/количество по таблицам

Parameters not published.

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Questions

About Flying Rag MCP

How do I install Flying Rag MCP?

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

Is Flying Rag MCP 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 Flying Rag MCP still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.