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registry / software / llamaindex
LlamaIndex
LlamaIndex provides document parsing and extraction tools that turn complex documents into AI-ready context. Their flagship product LlamaParse uses agentic OCR for layout-aware document parsing with features like semantic understanding, specialized experts for different content types, and auto-correction loops. They claim 4x cheaper than frontier labs and 5x more accurate than other APIs.
52
DISCOVER67
UNDERSTAND46
ADOPT60
OPERATE35
OverviewGET /v1/profile/llamaindex
Overall
52
Discover
67
Understand
46
Adopt
60
Operate
35
20/38 applicable signals pass. Open the Capabilities tab for the full signal breakdown, or Issues for the highest-impact gaps.
Agent compatibility
Claude Code✓ TESTED
Codex✓ TESTED
Cursor✓ TESTED
Installed the published MCP server and ran a call end to end.
Score history+8 · 12mo
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Badge
agentready52/100
<a href="https://stackresolve.dev/registry/llamaindex"><img src="https://api.stackresolve.dev/badge/llamaindex.svg" alt="AgentReady score" /></a>
Frequently asked about LlamaIndex
What is LlamaIndex's AgentReady score?
LlamaIndex scores 52/100 on the AgentReady: discovery 67, understanding 46, adoption 60, operability 35. The score rates how ready LlamaIndex is for an AI agent to use without a human.
Does LlamaIndex have an MCP server?
Not yet. LlamaIndex does not publish an MCP server, so agents connect through its REST API or SDK instead.
Does LlamaIndex have a free tier?
Yes, LlamaIndex has a free tier you can start on without a sales call.
Is LlamaIndex good for AI agents?
LlamaIndex is partially ready for AI agents, with an AgentReady of 52/100. It is strongest on discovery.