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mdstill VS RootData

Compare mdstill VS RootData and see what are their differences

JackHamr
AI agents that spec, build, test, and ship code โ€” with voice chat, deep GitHub integration, and zero LLM markup. featured
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Contents:
  1. ยป Base Details
  2. ยป Reviews
  3. ยป Alternatives

mdstill logo mdstill

Document-to-markdown preprocessor built for LLM and RAG workflows. Turn any document (PDF, Word, Excel, EPUB +20 formats) into clean, structure-preserving markdown ready for ChatGPT, Claude, Gemini, or your RAG pipeline.Includes REST API.Free to use

RootData logo RootData

Crypto Projects Database
  • mdstill
    Image date //
    2026-04-21
  • mdstill
    Image date //
    2026-04-21
  • mdstill
    Image date //
    2026-04-21
  • mdstill
    Image date //
    2026-04-21
  • mdstill
    Image date //
    2026-04-21

mdstill is a document-ingestion tool purpose-built for LLM and RAG workflows. Where generic converters dump messy text, mdstill outputs clean, semantic markdown that preserves tables, headings, and document structure โ€” the things LLMs actually need to understand context.

What you can do with it:

Prepare documents for RAG pipelines (chunk-ready, semantic boundaries preserved) Feed PDFs, Word files, or spreadsheets into ChatGPT, Claude, or Gemini without losing tables Build knowledge bases in Obsidian, Notion, or Logseq from existing document archives Extract structured context for AI agents and embeddings How it's different: Deep-conversion mode runs layout-aware parsing (tables, OCR, multi-column PDFs) โ€” not just text dumping. Markdown output is ~40% more token-efficient than raw text, so your LLM costs drop. REST API available for pipeline automation.

Free tier, no signup required for basic use. Competes with markitdown, Unstructured.io, and LlamaParse โ€” but with a zero-friction web UI.

  • RootData Landing page
    Landing page //
    2023-07-27

mdstill

Website
mdstill.com
Pricing URL
Official mdstill Pricing
$ Details
freemium
Platforms
Web REST API
Release Date
2026 April
Edit details

RootData

Website
rootdata.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-
Edit details

mdstill features and specs

  • Supported formats
    20+ (PDF, Word, Excel, PowerPoint, EPUB, HTML, CSV, JSON, Apple iWork)
  • Output format
    GitHub-flavored Markdown (GFM) with preserved tables, headers, structure
  • REST API
    Yes โ€” for RAG pipelines and batch automation
  • Token efficiency
    ~40% fewer tokens than raw text extraction
  • Privacy
    Files deleted immediately after processing โ€” no storage, no logging, no training
  • Pricing
    Free tier + Pro plans
  • LLM integrations
    ChatGPT, Claude, Gemini โ€” output tuned for AI context windows

RootData features and specs

  • Comprehensive Database
    RootData offers an extensive database covering thousands of crypto projects, investors, and funding rounds, making it a valuable resource for market research and due diligence.
  • Investor and Funding Tracking
    The platform provides detailed insights into venture capital activity, including which investors are backing specific projects and historical funding data, useful for tracking industry trends.
  • User-Friendly Interface
    RootData features a clean, intuitive interface that makes it easy for users to navigate through complex data sets and find relevant information quickly.
  • Free Access to Core Features
    Much of RootData's core functionality is available for free, allowing users to access valuable industry data without requiring a paid subscription.
  • Regular Updates
    The platform is frequently updated with new project listings, funding rounds, and market data, helping users stay current with the fast-moving crypto industry.

Possible disadvantages of RootData

  • Data Accuracy Concerns
    As with many crowdsourced or aggregated data platforms, there can be occasional inaccuracies or outdated information that requires cross-verification with other sources.
  • Limited Advanced Analytics
    Compared to some premium data platforms, RootData may lack more sophisticated analytical tools and customizable reporting features for professional investors.
  • Coverage Gaps
    While extensive, the database may not include every smaller or newer project, particularly those from less prominent blockchain ecosystems or emerging markets.
  • Limited Historical Depth
    Some users note that historical data tracking may not go as far back or be as detailed as specialized financial data providers in traditional markets.
  • Potential Bias Toward Certain Ecosystems
    The platform may show more comprehensive coverage for certain blockchain ecosystems or regions over others, potentially skewing perceived market trends.

Analysis of mdstill

Overall verdict

  • I don't have verified information about mdstill.com in my knowledge base, so I can't confirm its legitimacy, quality, or reputation. Before using this service, you should independently research it.

Why this product is good

  • No reliable data available on this specific domain to assess product quality or service reliability
  • Unable to verify company background, ownership, or business history
  • No access to user reviews, ratings, or third-party evaluations for this site
  • Cannot confirm security practices, payment safety, or customer support quality

Recommended for

  • Anyone considering this site should first check independent review platforms like Trustpilot or Better Business Bureau
  • Users should verify the site's SSL certificate, contact information, and return policy before purchasing
  • Consider checking domain age and registration details via WHOIS lookup tools
  • Look for verified customer reviews on social media or forums before making a decision

Analysis of RootData

Overall verdict

  • RootData is a solid crypto research and data platform that aggregates project, investor, and funding information, making it useful for tracking industry trends and due diligence, though it should be supplemented with other sources for critical investment decisions.

Why this product is good

  • Provides comprehensive database of crypto projects, investors, and funding rounds
  • Offers relationship mapping between projects, VCs, and founders which is hard to find elsewhere
  • Regularly updated with new funding and project data
  • Free tier provides substantial value for basic research needs
  • Clean interface makes it easy to navigate complex crypto ecosystem data
  • Useful for tracking investor portfolios and identifying trends in venture funding

Recommended for

  • Crypto researchers and analysts doing due diligence on projects
  • VCs and investors tracking competitor funding activity
  • Journalists covering blockchain and crypto funding news
  • Founders researching potential investors or competitors
  • Students and newcomers trying to understand crypto industry landscape
  • Business development teams identifying partnership opportunities

Category Popularity

0-100% (relative to mdstill and RootData)

mdstill

RootData

Markdown Editor
100 100%
Markdown Editor
0% 0
AI
0 0%
AI
100% 100
PDF Conversion API
100 100%
PDF Conversion API
0% 0
Directory
0 0%
Directory
100% 100

Questions & Answers

As answered by people managing mdstill and RootData.

What makes your product unique?

mdstill's answer

mdstill is built specifically for LLM and RAG workflows, not generic file conversion. Drop any of 20+ document formats (PDF, Word, Excel, PowerPoint, EPUB, and more) and get back clean, structure-preserving Markdown that's tuned for ChatGPT, Claude, Gemini context windows and vector-database ingestion. Tables stay intact, headers become linkable anchors, output is ~40% more token-efficient than raw text extraction. Free web tool + REST API โ€” humans and pipelines use the same engine.

Why should a person choose your product over its competitors?

mdstill's answer

Alternatives fall into two camps: developer libraries that require setup, or enterprise SDKs that require a sales call. mdstill fills the middle: open a browser, drop a file, get Markdown in seconds โ€” and when you need to scale, the same conversion runs through a REST API. 20+ formats in one tool instead of picking a different parser per format. Tables survive the trip (most tools mangle them). Files are deleted immediately after processing. Free tier, no credit card, no signup for basic use.

How would you describe the primary audience of your product?

mdstill's answer

Two overlapping groups. Developers building AI features โ€” engineers feeding documents into ChatGPT, Claude, or Gemini APIs; teams building RAG pipelines and AI agents who need reliable document ingestion. Knowledge workers and researchers โ€” Obsidian and Notion users importing legacy PDFs, students preparing papers for AI analysis, analysts converting spreadsheets for LLM review. Common thread: anyone who's discovered that pasting raw PDF text into an LLM loses tables and wastes tokens.

What's the story behind your product?

mdstill's answer

mdstill started from a personal frustration: feeding documents into ChatGPT and Claude meant pasting messy PDF text with broken tables and lost structure, or paying for heavyweight enterprise tools just to preprocess a few files. The fix seemed obvious โ€” Markdown is what LLMs understand best, so the conversion should be a utility anyone can use, not a product you buy. mdstill was built to make high-quality document-to-Markdown preprocessing free and instant for everyone, with an API for teams who need to scale.

Who are some of the biggest customers of your product?

mdstill's answer

mdstill launched publicly in April 2026 and is in the early-adopter phase. Currently used by individual developers, indie AI-tool builders, and small research teams โ€” customer logos will be added as early adopters opt in to share them.

Which are the primary technologies used for building your product?

mdstill's answer

Python + FastAPI on the backend, Next.js + TypeScript on the frontend.

User comments

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What are some alternatives?

When comparing mdstill and RootData, you can also consider the following products

Firecrawl - Turn any website into LLM-ready data.

SurfAI - 13,786+ verified AI tools for business owners and marketers. Hand-picked, updated daily.

Reducto - Reducto is the complete agentic document platform for leading AI teams needing performance at enterprise scale.

Mindee - Extract any data point, from any document, in a second

Parsio.io - No-code email & PDF parser

ConvertAPI - High-Performance File Conversion API

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