A server for unstructured data or information

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A server for unstructured data or information

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Why this server?
This server directly addresses the search by enabling users to query both structured and unstructured data in Snowflake using Cortex AI features.
Snowflake Cortex MCP Server
RAG Systems Agent Orchestration Databases
thisisbhanuj
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security
F
license
-
quality
Enables users to query both structured and unstructured data in Snowflake using Cortex AI features including Cortex Search for RAG applications, Cortex Analyst for semantic modeling, and Cortex Agent for agentic orchestration across data types.
Last updated 2025-08-29
1
Why this server?
This server is highly relevant as it specializes in extracting structured key-value pairs from arbitrary, noisy, or unstructured text using LLMs.
Flexible Key-Value Extracting
Research & Data Developer Tools Remote
KunihiroS
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security
A
license
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quality
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides output in multiple formats (JSON, YAML, TOML) with type safety.
Last updated 2025-07-16
1
Why this server?
This server is a strong fit because it enables AI assistants to extract structured information from unstructured text.
LangExtract MCP Server
RAG Systems Text Summarization Hybrid
larsenweigle
A
security
A
license
-
quality
A FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.
Last updated 2025-08-06
4
29
MIT
Why this server?
This server is relevant as it enables full-text and semantic search operations over structured and unstructured data in Azure Cognitive Search.
Hermes Search MCP Server
Search Databases Remote
Cognitive-Stack
A
security
F
license
-
quality
Enables AI systems to perform full-text and semantic search operations over structured/unstructured data in Azure Cognitive Search, with capabilities for document indexing and management through natural language.
Last updated 2025-04-19
3
34
4
Why this server?
This server directly processes unstructured text (raw resume text) to convert it into structured JSON format.
Resume Parser MCP
RAG Systems Text Summarization Research & Data
Acidlambunk
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security
F
license
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quality
Enables parsing of raw resume text into structured JSON format with organized sections for skills, experience, education, and projects. Uses Google's Gemini AI model to extract and categorize resume information from unstructured text input.
Last updated 2025-09-19
Why this server?
This server transforms unstructured media like YouTube, TikTok, X videos, and websites into structured data, directly addressing the processing of unstructured content.
Supadata
Web Scraping RAG Systems Remote
supadata-ai
A
security
A
license
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quality
Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.
Last updated 2026-03-25
9
99
44
MIT
Why this server?
This server focuses on enabling AI agents to get structured data from the unstructured web, which is a core aspect of handling unstructured information.
AgentQL MCP Server
Web Scraping RAG Systems Agent Orchestration
tinyfish-io
A
security
A
license
-
quality
A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web
Last updated 2026-04-06
1
1,379
158
MIT
Why this server?
This server extracts structured data from any website (an inherently unstructured source) using simple SDK calls and prompts.
Ashra Structured Data
getrupt
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security
-
license
-
quality
Extract structured data from any website with a simple SDK call. No scraping code, no headless browsers - just prompt and get JSON.
Last updated 2025-03-26
60
Why this server?
This server enables AI assistants to perform full-text and semantic search operations over unstructured content (documents, videos, files) using natural language.
AXYS MCP Lite
Search RAG Systems Databases
rajesh-siliconvalleycloudit
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security
A
license
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quality
Enables AI assistants to search through structured databases and unstructured content (documents, videos, files) using natural language queries with semantic understanding.
Last updated 2025-12-01
MIT