"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP servers:

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  EOSC Data Commons Searchofficial

  EOSC-Data-Commons

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  Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

  Last updated 8 days ago

  14

  MIT

• File Search MCP

  elad12390

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  Enables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.

  Last updated 4 months ago

  13

  2

  MIT

• File Search Server

  liu10250510

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  Enables intelligent file searching in local directories using natural language queries. Supports searching by file type, filename patterns, and content across multiple formats including PDF, Word, Excel, and text files with AI-powered relevance scoring.

  Last updated 6 months ago

• Gemini Audio Upload

  unscene

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  Enables audio file analysis using Google's Gemini multimodal models with support for additional context and system instructions to guide the model's behavior.

  Last updated 4 months ago

  1

• JSON Filter MCP

  kehvinbehvin

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  Query only the data you need from your JSON file and keep your context clean

  Last updated 10 days ago

  3

  10

  23

  MIT

• MCP JSON Maker

  zb2947244682

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  Enables AI to create, edit, and batch generate JSON data with advanced rule engines. Supports CRUD operations, node-level editing, template management, and multi-format file exports (JSON, JSONL, CSV).

  Last updated 7 months ago

  3

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