#Structured Data MCP Servers

Turn any website into clean, LLM-ready Markdown with a single API call. Scrape, crawl, search, and map the entire web for your AI agent.

Run web scraping actors, collect structured data, and manage storage datasets for large-scale data extraction projects.

Combine docs, spreadsheets, and apps into powerful all-in-one documents that grow with your team and automate routine work.

This MCP does exactly one thing: it manages documents in a single Google Firestore Collection. That's its only function, and nothing else. Incredible for giving your AI a secure NoSQL database.

Access the world's largest open knowledge graph. Query entities via SPARQL, perform vector searches, and manage structured data directly from your AI agent.

Automate web data extraction via Diffbot. Turn any website into structured JSON data for articles, products, discussions, and more directly from any AI agent.

Extract structured data from any website via Import.io. Run extractors, manage bulk crawls, and monitor API usage.

Extract structured search engine results via Oxylabs. Scrape Google, Bing, Yandex, Baidu, and YouTube rankings directly from your AI agent.

Extract structured data from any web page using AI that understands content like a human and builds knowledge graphs automatically.

Intelligent document processing. Parse resumes, invoices, and IDs via AI.

Automate web scraping with Browse AI. Run extraction robots, monitor page changes, and retrieve bulk data directly from any AI agent.

Equip your AI agent to extract data from documents, manage parsers, and track extraction results via the Docparser API.

Web data collection and scraping via Nimbleway. Extract content and search the web directly from your AI agent.

Automate document processing via Parseur. List mailboxes, upload PDFs/Emails, extract structured data pipelines, and trigger template logic natively.

Connect your AI to Storyblok. Manage content spaces, craft data stories, and orchestrate headless CMS elements effortlessly.

Connect your AI to Tana. Build intelligent knowledge graphs, define supertags, and capture dynamic nested nodes directly from the prompt.

Extract data from any website without code using trained robots that monitor pages and deliver structured results automatically.

Scrape data from any website visually with a no-code web scraper that handles pagination, login, and JavaScript rendering.

Scan local Obsidian or Hugo vaults and extract all YAML frontmatter (tags, dates, status) into a single structured JSON. Let your AI query your scattered notes metadata instantly.

Equip your AI agent to extract structured data from any document using Cradl AI's deep learning models.

Scrape web pages at scale with a headless browser API that renders JavaScript and returns clean structured data instantly.

Automate web scraping via Grepsr. Manage reports, trigger crawls, and retrieve data directly via AI.

Compile 100% Google-compliant JSON-LD Schema blocks. Prevent AI hallucination of invalid SEO structured data.

Access real-time search engine results from Google, Bing, and more via SerpApi. Perform structured searches, find locations, and monitor account usage.

Extract structured data from PDFs, images, and documents using Sensible's powerful document parsing engine.