Best MCP servers for data extraction
212 MCP servers in the Official MCP Registry do data extraction. 120 can be used as a hosted endpoint, with nothing to install, and 147 publish their source code.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 201 | Kanto Labs Web data, SEO, domain, company, trends, OCR, document and image tools for AI assistants via Apify. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 202 | Claude KVM MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 203 | Ui.Vision MCP MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 204 | mcp-server Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 205 | Paxa Labs Thai, English, Mandarin speech AI: TTS with playback, transcription, translation, OCR, extraction | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 206 | agentql Query webpages and extract structured data using natural language | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 207 | mcp-agent-accessibility-auditor Audit whether an AI agent can read a site: llms.txt, robots AI rules, structured data. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 208 | mcp Convert Office files and PDFs, OCR a scan, or capture a web page — from your assistant. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 209 | browser-use Control a real Chrome browser to complete any task: fill forms, extract data, book flights. | In description extract data | HOSTEDLOCAL | Open | 3d ago |
| 210 | Roxels Let AI agents create configurable voice agents via meeting rooms and return structured data. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 211 | Stashot Capture, OCR-search, and retrieve local Mac screenshots for AI agents through Stashot. | In description ocr | HOSTEDLOCAL | — | 3d ago |
| 212 | GeekLink Subtitle MCP (Developer Preview) Preview: video subtitle OCR, transcription, translation, QC and export. Early access only. | In description ocr | HOSTEDLOCAL | — | 3d ago |
Ready-made AI agents
Other use cases
FAQ
How many MCP servers are there for data extraction?
Electra Index lists 212 active MCP servers for data extraction from the Official MCP Registry. 120 offer a hosted endpoint and 147 publish their source code.
Is there a ready-made AI agent for data extraction instead?
Yes. If you prefer a finished product to plugging tools into your own assistant, Clay (Claygent), Parallel Task API and Apify do this out of the box.
How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to data Extraction comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.