Related Servers

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• search-context

  ain3sh

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  quality

  F

  maintenance

  Enables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.

  Updated 10 months ago (2025-11-17 20:50 UTC)

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• Gemini RAG MCP Server

  masseater

  A

  license

  A

  quality

  D

  maintenance

  Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).

  Updated 7 months ago (2026-02-02 00:19 UTC)

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• RAG MCP Server

  johnylira

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  license

  -Not graded

  quality

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  maintenance

  Enables document indexing and question answering with Retrieval-Augmented Generation, providing cited answers from user-supplied documents.

  Updated 13 days ago (2026-08-25 00:54 UTC)

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• knowledge_mgmt

  mmaun

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables uploading, organizing, and semantically searching documents with support for various file types and embedding providers.

  Updated a year ago (2025-10-05 16:34 UTC)

  30

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• Antigravity PDF MCP Server

  asoluka

  F

  license

  -Not graded

  quality

  D

  maintenance

  Enables intelligent ingestion and querying of PDF, Markdown, and text files using hybrid search that combines keyword matching and semantic embeddings with citations.

  Updated 9 months ago (2025-12-04 00:46 UTC)

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• RAG Document Server

  jaimeferj

  F

  license

  -Not graded

  quality

  D

  maintenance

  Enables semantic search and question-answering over uploaded documents using vector embeddings and Google AI. Supports document organization with tags, section-aware queries, and hierarchical markdown structure preservation.

  Updated 10 months ago (2025-11-07 16:41 UTC)

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