A remote MCP tool for structured data analysis.

HumanMirror Oracle exposes one focused MCP tool, humanmirror_oracle, for workflows where an AI agent needs a machine-readable pre-analysis before making a broader decision. It accepts text, JSON objects, arrays of records and numeric series.

When an agent should call Oracle

before reasoning over a dataset with missing fields or inconsistent coverage;
when a numeric series needs a quick trend or outlier check;
when a text block needs dominant-theme extraction;
when downstream automation expects stable JSON instead of free-form prose.

What the tool returns

The structured response includes a summary, input profile, detected signals, recommendations, limitations and usage information. This makes the result easy to feed into another agent step or workflow branch.

MCP endpoint

https://humanmirror.fr/api/oracle/mcp/

Authentication uses a HumanMirror Oracle Bearer API key. One successful tool call consumes one credit.

Discovery

Oracle is published as fr.humanmirror/oracle in the official MCP Registry and exposes additional discovery metadata at /.well-known/mcp.json and /.well-known/mcp/server-card.json.

Read the integration documentation →