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Documentation Index

Fetch the complete documentation index at: https://developers.klarity.ai/llms.txt

Use this file to discover all available pages before exploring further.

Klarity runs the Discover → Structure → Improve loop continuously, replacing one-time “transformation projects” that take months and have a low success rate. When your agent uses the MCP, it’s plugging into that loop.

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Discover

The Companion (ambient capture from sessions) and the Interviewer (AI-guided structured capture) generate raw process knowledge from how work actually happens. Agents read this layer through process, observation, and artifact tools. What lives here:
  • Observations from real sessions (deviations, exceptions, manual workarounds)
  • Source artifacts (BRDs, SOPs, video recordings, screenshots, logs)
  • Activity timelines that show the exact sequence of user actions

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Structure

The Process Index and the Context Graph are the living, queryable map of your organization. Agents navigate this layer through search, fetch, hierarchy, and graph tools. What lives here:
  • A versioned hierarchy of every process the organization runs
  • An entity graph linking processes, systems, teams, controls, and the relationships between them
  • Communities that cluster related work

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Improve

Use Advisor or this MCP in your AI tools to analyze thousands of processes at once — surface improvement opportunities, drive transformation, and build skills and agents grounded in how your business actually runs. What lives here:
  • Objectives (the transformation goals customers are driving)
  • Findings, actions, and notes accumulated against each objective
  • Persisted agent state for resumable Advisor runs

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What this means for your assistant

Any question your assistant asks usually maps to one stage of the loop:
Question shapeLoop stageWhere to look
”What’s our evidence for X?”DiscoverObservations, activity timelines, artifacts
”How does X work today?”StructureProcess Index, Context Graph
”Where should we focus next?”ImproveObjectives, findings
The Tool reference is organized along the same axis.