One MCP, many parsers

Overview

One MCP, many parsers is a Model Context Protocol server that unifies multiple document parsing tools into a single interface. It routes parsing tasks between markitdown, Docling, and LlamaParse, plus provides an interpret tool for additional flexibility. Rather than switching between separate parsers, you get a cohesive MCP interface that AI assistants can call directly as tools.

The server runs locally with no authentication required and works out of the box. Version v0.1.0 is available under the MIT license, with full source code at adelaidasofia/parse-mcp on GitHub.

One MCP, many parsers belongs in the AI & Agents category and integrates with any MCP client including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, and Zed. If you maintain this server, claim this listing to verify ownership and keep information current.