Integrations
LlamaIndex has a number of community integrations, from vector stores, to prompt trackers, tracers, and more!
Data Loaders
Section titled âData LoadersâData loaders (readers) live in the readers directory of the LlamaIndex repo, one package per source. See the data connectors guide for how to use them.
Agent Tools
Section titled âAgent ToolsâAgent tools and tool specs live in the tools directory of the LlamaIndex repo. See the tools guide for how to use them.
LlamaPacks â Code Templates
Section titled âLlamaPacks â Code TemplatesâLlamaPacks are deprecated. See the dedicated page for details.
We support a huge number of LLMs.
Observability/Tracing/Evaluation
Section titled âObservability/Tracing/EvaluationâCheck out our one-click observability page for full tracing integrations.
Experiment Tracking
Section titled âExperiment TrackingâStructured Outputs
Section titled âStructured OutputsâStorage and Managed Indexes
Section titled âStorage and Managed IndexesâApplication Frameworks
Section titled âApplication FrameworksâDistributed Compute
Section titled âDistributed ComputeâNote 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 â e.g. https://developers.llamaindex.ai/llamaparse/parse/getting_started/index.md
- Agent-friendly REST search APIs live under https://developers.llamaindex.ai/api/ â 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/for-agents/mcp/
- Other LlamaIndex tooling for agents â the LlamaParse Platform MCP server, agent skills and plugins, and the n8n node â is mapped at https://developers.llamaindex.ai/for-agents/