PDF Extractor: Bulk PDF to Text, Tables & Markdown from a CSV

Overview

PDF Extractor: Bulk PDF to Text, Tables & Markdown from a CSV is an MCP server that extracts text, tables and metadata from every PDF linked in a dataset, CSV or Google Sheet. Any MCP-compatible AI assistant can call its tools directly, letting the model decide when to use them during conversation or agent runs.

It runs as a hosted remote server at https://mcp.apify.com/?tools=nerolabs/dataset-pdf-extract with no local installation needed. Authentication requires an API Key. The current release is v0.1.0, available from the vendor at https://apify.com/nerolabs/dataset-pdf-extract.

PDF Extractor is listed under File System on mcp.site and integrates with all MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and Zed. If you maintain this server, claim this listing to verify ownership, earn the Verified badge, and keep details current.

Installation

Settings → Connectors → Add custom connector
Name: PDF Extractor: Bulk PDF to Text, Tables & Markdown from a CSV
URL:  https://mcp.apify.com/?tools=nerolabs/dataset-pdf-extract