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Connect an agent to the product context.

Coherence exposes prioritized themes, approved specs, and cited evidence through MCP. Agents can query the workspace with a scoped token before they write code.

agent request
MCP
tools/call list_themes
arguments: { "limit": 3 }
01

Admin provisioning reliability

$1.8M ARR · 94% confidence

02

SAML group mapping

$920K ARR · 88% confidence

03

Audit export workflow

$610K ARR · 81% confidence

Agent has the ranked context before implementation starts.
Token scoped

Each MCP token belongs to one workspace and can be revoked.

Seven read tools

Agents can list themes, fetch specs, and retrieve evidence.

Execution context

Specs include acceptance criteria, citations, and revenue context.