analyst-workup

name	analyst-workup
description	Produce a citation-grounded analytic note for a target entity across all available stores. Use when the user says "work up an entity", "sensemaking on a person/org", "who is X and how are they connected", "run a workup on X", or asks for entity intelligence/analysis.
disable-model-invocation	false
allowed-tools	mcp__ariadne__workup, mcp__ariadne__list_profiles

Analyst workup

Call the workup tool from the bundled ariadne MCP server.

Invocation

• Required: entity — the name or ID of the target entity.
• Optional: dataset — defaults to synthetic; pass the actual dataset name if the user specifies one.
• Optional: profile — model + operating envelope from the deployment's curated allowlist; call the list_profiles tool to discover available names.
• Optional: sql=true — include the relational store.
• Optional: semantic=true — include the semantic (vector) store.

Output contract

The server returns a cited analytic note. Every factual claim carries a [cite:gN] inline source tag. Present the note verbatim; do not infer, extend, or fabricate facts beyond it.

Prerequisites

The Ariadne MCP server requires:

• Neo4j (graph store) reachable at NEO4J_URI.
• PostgreSQL (relational store) if sql=true.
• PostgreSQL + pgvector (semantic store) if semantic=true.
• ANTHROPIC_API_KEY set in the environment.

If the server is unreachable, tell the user to verify the stores are running and the env vars are configured. For a local-checkout install, swap the MCP command in .mcp.json to {"command": "python", "args": ["-m", "ariadne.mcp_server"]}.