docling-mcp is an open-source Python package that exposes Docling document-understanding capabilities as tools for AI agents through the Model Context Protocol. Developers can run it locally and use it in agentic document processing and retrieval-augmented generation workflows.
In the Frameworks & runtimes space, docling-mcp takes a focused approach. It focuses on connecting document understanding and conversion capabilities to AI agents through the Model Context Protocol. It is built as an open-source project for developers building AI agents and document-processing workflows. docling-mcp is open source under the MIT license. docling-mcp is available on the command line and API, and it can be self-hosted.
Docling Project builds and maintains docling-mcp, and it first shipped in 2025. The project is developed in the open on GitHub with 727 stars and 27 commits in the last 90 days. Among its 5 catalogued features are MCP server, document parsing, and document conversion. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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