Tools · Data Extraction
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 |
|---|---|---|---|---|---|
| 151 | meshdb Distributed search and indexing MCP — full-text search, semantic queries, structured data | In description structured data | HOSTEDLOCAL | Open | 2d ago |
| 152 | docx-forge Professional document generation from structured data | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 153 | BACH FileCommander 43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PDF export. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 154 | MinerU MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 155 | x402-dataviz-mcp Free MCP server: render bar/line/area charts to SVG from structured data. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 156 | transkribus MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and models. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 157 | Talkthrough Local MCP server: recordings or public video URLs into transcript, frames, OCR, wall-clock evidence. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 158 | pdf-mcp Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 159 | ultranix-mcp Secure Linux desktop automation - input, screen/OCR/vision, AT-SPI2 UI tree, window, clipboard | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 160 | domscout domscout browser API as MCP tools: screenshots, Markdown, structured data, page automation, crawls. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 161 | mcp-jp-doc-intel Japanese document AI for agents — invoice/meishi extraction, OCR, classification (hosted API). | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 162 | promptready-mcp Convert PDF/CSV to Markdown with AI-powered OCR via the PromptReady cloud API. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 163 | Lambë Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 164 | groupdocs-parser-mcp MCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI. | In description extract text | HOSTEDLOCAL | Open | 3d ago |
| 165 | ESG MCP Servers 31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis. | In description data extraction | HOSTEDLOCAL | Open | 3d ago |
| 166 | BRYG Drives a real Chromium browser: navigate, click, type, read pages, OCR, QR, network capture | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 167 | NULA.BG Bulgarian accounting platform nula.bg: invoices, bills, OCR, customers, inventory and banking. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 168 | Open Legal Chile Suite de Inteligencia Jurídica y 55 herramientas MCP para Chile: BCN, PJUD, doctrina y OCR. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 169 | ellmos FileCommander Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 170 | perception Perception for AI agents: media QC asserts, image diff, OCR tiles, video/audio analysis, PDF, 3D. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 171 | stalwart-mail-mcp Mail and contacts on a self-hosted Stalwart server via JMAP: search, read, OCR, send, drafts. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 172 | survey-mcp-server MCP server for conducting dynamic, conversational surveys with structured data collection. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 173 | mcp-unico MCP server for Unico — Brazilian identity + KYC: CPF/CNPJ, OCR, face match, liveness, PEP/watchlists | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 174 | mcp-caf MCP server for Caf — Brazilian KYC/KYB: face auth + liveness, document OCR, orchestrated onboarding | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 175 | mcp-certta MCP server for Certta — Brazilian KYC/KYB: biometrics, OCR, ICP-Brasil e-signature, onboarding | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 176 | Caelario MCP server for Instagram, TikTok, YouTube, X and Facebook data extraction and automation. | In description data extraction | HOSTEDLOCAL | Open | 3d ago |
| 177 | benspdf Read PDFs locally: text, pages, metadata, scan detection, layout, permissions, render, OCR. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 178 | aeo-mcp AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 179 | mcp-dharmamitra Dharmamitra OCR for Tibetan / Sanskrit / Devanagari images; writes extracted text to a file. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 180 | Pane Hand a human a rich interactive UI by URL and get structured data back, from any MCP client. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 181 | document-parser Parse and extract structured data from various document formats (PDF, Word, HTML). | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 182 | Screen Control Safety-gated computer use for AI agents: screen OCR and vision, mouse, keyboard, window control. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 183 | Iris Iris — image facts with pixel-level proof. OCR runs only when requested. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 184 | mistral-mcp Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 185 | arachne-mcp Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools). | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 186 | autorank-mcp Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 187 | ocular-audio-mcp MCP server for video transcripts, screenshots, and OCR on YouTube and web videos. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 188 | rq-scan MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 189 | rendercheck Check from a screenshot that text is really visible to users. Local, offline OCR. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 190 | umbriel See and drive a whole Windows machine from Bun — apps, input, screen, OCR, registry, OS — via MCP. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 191 | lucid-apple-mcp On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detection, generation. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 192 | TruePath PDF Local-only PDF tools for AI — extract text, search, split/merge, render pages. Files never leave. | In description extract text | HOSTEDLOCAL | Open | 3d ago |
| 193 | MCP Test Utils Desktop UI automation for AI agents: verified clicks, wait_for, batch, UI Automation, OCR | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 194 | refigure Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures | In description data extraction | HOSTEDLOCAL | Open | 3d ago |
| 195 | foodblock-mcp Food data tools for any AI agent. Describe food in English, get structured data back. | In description structured data | HOSTEDLOCAL | Open | 3d ago |
| 196 | pdf-toolkit-mcp Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...) via iLoveAPI. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 197 | Optical Context MCP Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 198 | Docpick Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 199 | pdffr Local, private PDF to Markdown for agents: geometry-first parsing, OCR only where needed. | In description ocr | HOSTEDLOCAL | Open | 3d ago |
| 200 | IsolatedTester — TinkyVision system Isolated macOS app tests, MCP images, OCR/ASCII frames, accessibility and evidence reports. | In description ocr | HOSTEDLOCAL | Open | 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.