ENL Reader MCP Server

If you want an AI assistant working directly with ENL Reader MCP, the enl reader mcp mcp server is the bridge. This project provides an automated service for reading EndNote .enl libraries and exposing their contents via the MCP (Modular Command Protocol) interface. It enables structured, programmatic access to bibliographic data and PDF full texts for downstream LLMs or automation clients.

What ENL Reader MCP does

This project provides an automated service for reading EndNote .enl libraries and exposing their contents via the MCP (Modular Command Protocol) interface. It enables structured, programmatic access to bibliographic data and PDF full texts for downstream LLMs or automation clients.

Key capabilities

• Automatic EndNote Library Parsing — Reads .enl (SQLite) files and associated .Data folders
• MCP Tool Interface — Exposes all functions as MCP tools for easy integration with LLMs or workflow engines
• List All References — Enumerate all bibliographic entries with metadata
• Fuzzy Search — Search references by (partial) title or keywords, supporting both English and Chinese
• PDF Full Text Extraction — Retrieve and extract the full text of attached PDF files by paper title
• Backup Mode & Manual Refresh — Optionally operate on a .enl.backup file for safer access, with both automatic and manual refresh support

Installing the enl reader mcp mcp server

Setup follows the standard MCP pattern: clone or install the server, then register it in your client's configuration file and restart the client. The configuration snippets on this page cover Claude Desktop, Claude Code and Cursor.

Requirements

• Python 3.10+ - EndNote .enl file and corresponding .Data folder - MCP/fastmcp runtime environment

Where it fits

Database servers turn schema archaeology and ad-hoc reporting into conversation, which is why they tend to be the second or third server people install. ENL Reader MCP sits in that group. Worth comparing against the other databases servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.

Practical notes

• This server runs locally, so it operates with whatever access your machine and its credentials already have. Scope that deliberately rather than by default.
• Maintained by DOGGY-SAINT, written in Python.
• MCP clients ask for confirmation before each tool call by default. Keep that on while you learn what the enl reader mcp mcp server actually does with your data.
• Every entry in this directory is reviewed by hand before it goes live, and details are checked against the project's own documentation.