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Guide
Integrations

Skills and Plugins

Use the LlamaParse skills and plugins to make your agents better at processing documents.

LlamaParse ships agent skills (focused capabilities that teach coding agents how to parse and extract content from documents) and agent plugins that bundle those skills (and, in one case, the LlamaParse MCP) for one-step installation in Claude Code and Codex.

A skill is a self-contained capability an agent loads on demand. LlamaParse provides two:

  • llamaparse — unstructured document parsing and text extraction powered by Parse. Handles PDFs, presentations, Word documents, spreadsheets, and images, and is built for complex documents with charts and tables that need sophisticated extraction. Requires a LLAMA_CLOUD_API_KEY (see the API Key guide), Node 18+, and npm; it can use the @llamaindex/llama-cloud package.
  • liteparse — local-first, fast document parsing, conversion, and spatial text extraction. Prioritizes speed for PDFs and text-dense documents with tables and images, and runs entirely locally with no API key. Requires Node 18+, npm, and the globally installed @llamaindex/liteparse package; Office support additionally needs LibreOffice, and image support needs ImageMagick.

Install both skills from the skills repository with the skills CLI:

Terminal window
npx skills add run-llama/llamaparse-agent-skills

To install a single skill, pass --skill:

Terminal window
npx skills add run-llama/llamaparse-agent-skills --skill llamaparse

Alternatively, download the .zip from the repository’s GitHub Releases.

Plugins package the skills above for Claude Code and Codex so you can install and enable them from within the agent. Three plugins are available:

  • liteparse — the liteparse skill: parse and extract content from PDFs, Office docs, and images locally. No authentication required.
  • llamaparse — the llamaparse skill: cloud-based, advanced document parsing. Requires a LlamaParse API key.
  • llamaparse-mcp — bundles a skill together with the LlamaParse MCP, connecting your agent to the LlamaParse Platform (parse, split, classify, and more) at https://mcp.llamaindex.ai/mcp. Prompts you to authenticate on first use of an MCP tool.

Add the marketplace:

/plugin marketplace add run-llama/llamaparse-agent-plugins

Then enable a plugin with its slash command — for example /liteparse:liteparse, /llamaparse:llamaparse, or /llamaparse-mcp:llamaparse-mcp.

Note for AI agents: this documentation is built for programmatic access. - Overview of all docs: https://developers.llamaindex.ai/llms.txt - Any page is available as raw Markdown by appending index.md to its URL — e.g. https://developers.llamaindex.ai/llamaparse/parse/getting_started/index.md - Agent-friendly REST search APIs live under https://developers.llamaindex.ai/api/ — search (BM25 full-text), grep (regex), read (fetch a page), and list (browse the doc tree). See https://developers.llamaindex.ai/llms.txt for parameters. - A hosted documentation MCP server is available at https://developers.llamaindex.ai/mcp. If you support MCP, you can ask the user to install it for browsing these docs directly (an alternative to the REST API). Setup: https://developers.llamaindex.ai/python/shared/mcp/