Text to Structured Data NLP Tools
Tools that parse, analyze, and transform unstructured text inputs into standardized, structured outputs (JSON, schemas, templates, etc.) using pattern matching, LLMs, or validation rules. Does NOT include general text analysis, sentiment extraction, or classification tasks without a structuring component.
There are 33 text to structured data tools tracked. 1 score above 50 (established tier). The highest-rated is vas3k/infomate.club at 50/100 with 476 stars.
Get all 33 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=text-to-structured-data&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
vas3k/infomate.club
RSS feed aggregator with collections and NLP article summarization |
|
Established |
| 2 |
seejay/feedIO
A Feed Aggregator that Knows What You Want to Read. |
|
Emerging |
| 3 |
DEKHTIARJonathan/FeedCrunch.IO
FeedCrunch.IO - Take RSS Feeds to the next level with personnalized recommendations |
|
Emerging |
| 4 |
kevinnadar22/announce
AI - Powered Simplified Government Press Releases in 11+ regional languages |
|
Emerging |
| 5 |
palomapiot/profiler-buddy
API for building a demographic profile and autocompleting the BDI questionnaire. |
|
Emerging |
| 6 |
BigDataIA-Summer2022-Team04/News-Aggregator
Aggregator NYT News Articles |
|
Experimental |
| 7 |
AlphaLaser/ParaTools
Get value out of your paragraphs and essays ! |
|
Experimental |
| 8 |
mangobanaani/newsreader
AI-powered news aggregation platform with NLP clustering, semantic analysis,... |
|
Experimental |
| 9 |
chigwell/challengeturn
A new package that analyzes user input text to determine if it expresses a... |
|
Experimental |
| 10 |
iaminhri/COSC-4P02
Developing a user-friendly website that will have a user profile and... |
|
Experimental |
| 11 |
chigwell/yearly-insights-parser
A new package that analyzes user-provided text summaries of yearly... |
|
Experimental |
| 12 |
cp0153/NewsFeed
Android app that presents top news from over 70 different sources. A natural... |
|
Experimental |
| 13 |
chigwell/vuln-structure
vuln-structure is a package that extracts vulnerability details from raw... |
|
Experimental |
| 14 |
chigwell/ai-reliability-analyzer
A new package that analyzes user queries about AI tool reliability and... |
|
Experimental |
| 15 |
chigwell/giftparcelstruct
A new package that processes user-submitted text descriptions of... |
|
Experimental |
| 16 |
chigwell/transpatter
A new package that leverages pattern matching with language models to... |
|
Experimental |
| 17 |
chigwell/buslytics
A new package that processes text input to monitor and analyze the health... |
|
Experimental |
| 18 |
chigwell/unistruct
unistruct extracts structured data from unstructured text, aiding project... |
|
Experimental |
| 19 |
chigwell/historical-scam-summary
This package solves the problem of extracting structured, domain-specific... |
|
Experimental |
| 20 |
chigwell/textnoise-analyzer
A new package that helps users determine the noise level of their... |
|
Experimental |
| 21 |
chigwell/scamp-analyzer
A new package that analyzes user-provided text descriptions of mischievous... |
|
Experimental |
| 22 |
chigwell/holiday-narrative-parser
holiday-narrative-parser processes holiday event narratives to extract... |
|
Experimental |
| 23 |
chigwell/impact-parser
impact-parser processes text to extract structured data on service... |
|
Experimental |
| 24 |
chigwell/govaitextextract
govaitextextract extracts structured AI/tech initiative data from text for... |
|
Experimental |
| 25 |
chigwell/drone-capability-parser
A new package processes textual descriptions of drone designs to extract... |
|
Experimental |
| 26 |
chigwell/release-extractor
Extracts key release details from unstructured text to create clear,... |
|
Experimental |
| 27 |
chigwell/text-structura
A new package that takes user-provided text input and returns structured,... |
|
Experimental |
| 28 |
chigwell/structuinput
structuinput transforms natural language inputs into structured outputs like... |
|
Experimental |
| 29 |
chigwell/techsummly
A new package designed to facilitate structured and reliable interactions... |
|
Experimental |
| 30 |
chigwell/pharma-globex
A new package designed to analyze input texts related to global... |
|
Experimental |
| 31 |
BABIN-JOE/NeuroDoc
NeuroDoc is a powerful AI-based offline document summarization tool that... |
|
Experimental |
| 32 |
DhruvikDonga/expressnews
Expressnews is a progressive web application. The user interface of... |
|
Experimental |
| 33 |
soham-1/docSummary
React app for getting text summary, keywords with gensim. NER (Named Entity... |
|
Experimental |