Documentation
Vindex documentation
Vindex has two products on one account. Integrated Vindex scores the stories your team writes, through the Jira Forge app, a CSV upload, the HTTP API, or your AI client. Agent Reflection checks what your AI agents write against your own rules, over MCP. Use these references to connect either one and read what comes back.
Popular tasks
Choose your product
Integrated Vindex or Agent Reflection, then how to connect it: a 60-second decision guide.
Check an agent's output
The validate call, the revise loop, what a result contains, and every refusal.
Score a ticket via the API
Synchronous and asynchronous evaluate calls with full request and response payloads.
Read a story health score
What 64% means, where the quality gate sits, and what to do below it.
Getting started
Pick a product, then the integration that fits your stack, and follow its setup guide.
Integrated Vindex: story scoring
How Vindex turns an INVEST evaluation into a score you can act on.
Integrated Vindex: API reference
Build directly on the HTTP API, the same one the Jira Forge app uses.
Agent Reflection
Rules your AI agents read, and critiques that check their output against them.
MCP server
Let Claude, ChatGPT, Codex, Cursor, or GitHub Copilot call Vindex as a tool.
Resources
Answers to common questions about scoring, security, and data handling.
Ready to score your backlog?
Install the Forge app in Jira, or drop in a CSV to see Vindex in action without an account.