Data extraction

Everything here was classified as data extraction by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. A popular project that stopped in 2024 is not a better answer than a smaller one shipped last week.

Worked on in the last 90 days (60)

Someone pushed a commit recently. This is the shortlist worth trying first.

io.github.FieldmodeLLC/scrapecheck — last commit 2026-08-08, v0.2.0
Verify scraped data against the live source page. Signed verdicts, $0.01 via x402.
Firecrawl MCP Server — last commit 2026-08-08, v3.23.4
MCP server for Firecrawl — search, scrape, and interact with the web.
io.github.GCTRL-TECH/gctrl — last commit 2026-08-06, v1.0.1
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
Twitter Scraper API — last commit 2026-08-06, v1.1.0
Scrape Twitter/X profiles, tweets, search. No API key. Structured JSON. x402 pay-per-call.
com.apify/apify-mcp-server — last commit 2026-08-06, v0.14.2
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
io.github.beepboop2025/groundcheck — last commit 2026-08-06, v0.7.0
Verify claims, resolve FIGI identity, extract claims, and sign x402 delivery receipts over MCP.
Scrapling MCP Server — last commit 2026-08-06, v0.4.12
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
com.scrapeunblocker/scrapeunblocker-mcp — last commit 2026-08-06, v0.1.4
Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bot API.
EnConvert — last commit 2026-08-06, v0.5.0
Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.
FlexOrch — last commit 2026-08-06, v0.1.2
Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.
Vaaya — last commit 2026-08-06, v0.3.3
Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.
ai.clawfetch/mcp — last commit 2026-08-06, v0.2.2
Web intelligence for AI agents: fetch, render, extract, research. x402 micropayments, no API keys.
Octocode MCP - AI Context Platform — last commit 2026-08-05, v7.0.9
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
io.github.getanyapi-com/anyapi — last commit 2026-08-05, v0.1.0
Hundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover.
io.github.HatmanStack/ragstack — last commit 2026-08-05, v0.1.4
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
Anakin — last commit 2026-08-05, v0.2.1
Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
WebLens — last commit 2026-08-05, v2.1.0
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API key.
io.alterlab/mcp-server — last commit 2026-08-05, v1.8.0
Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
io.github.Decodo/mcp-server — last commit 2026-08-05, v1.2.3
Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
dev.true402/mcp-server — last commit 2026-08-05, v1.0.4
Pay-per-call AI + web + on-chain tools over x402 (USDC on Base): LLM, SEO, extract, token safety.
com.browser-use/browser-use — last commit 2026-08-05, v0.13.5
Control a real Chrome browser to complete any task: fill forms, extract data, book flights.
io.github.BFAI-1/taskfleet-mcp — last commit 2026-08-04, v0.1.1
Pay-per-call MCP tools: web search, scraping, on-chain wallet intel, extraction. x402 USDC on Base.
cloud.fetcher/fetcher — last commit 2026-08-04, v1.1.3
The web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more via x402.
RentRollAPI — last commit 2026-08-04, v1.2.0
Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)
Rendex: Rendering API for Images, PDFs & Content Extraction — last commit 2026-08-04, v1.8.2
Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.
com.agishub/ai-toolkit — last commit 2026-08-02, v2.1.1
AI tools for agents: chat, summarize, classify, entity extraction, embeddings, transcription. x402
com.agishub/web-scraper — last commit 2026-08-02, v2.1.1
Web scraper for agents: fetch any URL as clean markdown (headings, links). x402 for JS rendering.
Kiprio MCP Server — last commit 2026-08-02, v0.6.0
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included.
Receipt Extraction — last commit 2026-08-02, v0.1.2
AU GST/ABN receipt extraction — assigns entertainment/ITC tax codes per line, not just OCR.
com.auto-reader/ocr — last commit 2026-08-01, v1.0.3
Arabic-first OCR, translation and document extraction. First call mints a free trial key.
io.github.AINative-Studio/ainative-browser-mcp — last commit 2026-08-01, v1.1.2
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
Scrapingdog — last commit 2026-07-31, v0.1.1
Scrapingdog web-scraping & SERP APIs: web scrape, Google, Amazon, LinkedIn, YouTube, and more.
Adlicio — last commit 2026-07-30, v1.0.0
Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and 25+ platforms.
io.github.doteyeso-ops/mcp-server-vibes-coded — last commit 2026-07-29, v1.0.5
Curated Vibes-Coded x402 MCP tools: search, scrape, JSON repair, reliability guards, pay.
CN Scraper MCP — last commit 2026-07-29, v0.4.1
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
Adextract MCP — last commit 2026-07-29, v1.0.0
Search Meta, Google Ads, LinkedIn, and TikTok ad libraries plus creative analysis via MCP.
Clawifi — last commit 2026-07-28, v0.1.0
Agent-native internet gateway: typed search, fetch, scrape, crawl, and extract via the Clawifi API.
com.scrapeunblocker/scrapeunblocker-mcp-remote — last commit 2026-07-27, v0.2.1
Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnblocker anti-bot API
io.github.freema/mcp-design-system-extractor — last commit 2026-07-27, v1.2.0
MCP server for Storybook design systems — extract component HTML, styles and metadata.
io.github.brightdata/brightdata-mcp — last commit 2026-07-27, v2.11.1
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
ToolSnap MCP — last commit 2026-07-26, v1.1.0
Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools.
com.pulsemcp/pulse-fetch — last commit 2026-07-26, v0.3.3
MCP server for fetching web resources with content extraction and anti-bot bypass.
com.pulsemcp.servers/pulse-fetch — last commit 2026-07-26, v0.2.14
MCP server that extracts clean, structured content from web pages with anti-bot bypass capabilities.
io.github.groupdocs-parser/groupdocs-parser-mcp — last commit 2026-07-25, v26.7.3
MCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI.
io.github.GrabzIt/mcp-server — last commit 2026-07-24, v1.0.1
Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX generation.
Google Maps Scraper — last commit 2026-07-24, v1.0.0
Live Google Maps business search, review, and photo data for AI agents over MCP.
Foundry/API — last commit 2026-07-22, v0.1.1
Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.
ai.smithery/pinkpixel-dev-web-scout-mcp — last commit 2026-07-21, v1.5.5
Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
InvoiceXML — last commit 2026-07-20, v1.0.0
Create, validate, convert & extract compliant e-invoices (UBL, Factur-X, ZUGFeRD, XRechnung)
ZeroDrop — last commit 2026-07-20, v0.1.2
Disposable email inboxes for AI agents — OTPs and magic links auto-extracted. No signup needed.
Web Scraper to Markdown API — last commit 2026-07-19, v1.2.0
Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402.
OCR Text Extraction API — last commit 2026-07-19, v1.1.0
Extract text from images using OCR. Tesseract-powered. x402 micropayment.
ai.smithery/ScrapeGraphAI-scrapegraph-mcp — last commit 2026-07-17, v1.16.0
Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
io.github.FoundryNet/foundrynet-scrape — last commit 2026-07-16, v1.0.1
x402-gated web extraction gateway. Tools: extract, extract_batch.
WebReaper — last commit 2026-07-11, v11.3.2
AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
io.github.apexapi/apexapi-mcp — last commit 2026-07-06, v0.1.1
Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP client with one key
methods-mcp — last commit 2026-07-01, v0.1.7
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
io.github.carrasquelalex1/webscrape-mcp — last commit 2026-06-28, v1.0.0
Fetch any URL and get clean Markdown. Web scraping for AI agents.
Scrapeer — last commit 2026-06-28, v0.1.1
Run Scrapeer visual web-scraping flows from AI agents.
io.github.CSOAI-ORG/summarizer-ai-mcp — last commit 2026-06-26, v1.0.11
MCP server for summarizer ai. Features summarize text, extract key points, generate abstract. From

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.