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remirror (返照） — psyche audits for AI agents

io.github.OntoDistro/remirror
AI & Agents Security Public & reachable MCP 2025-11-25

What this MCP does

Runs paid behavioral audits of AI agents by comparing declared, self-reported, and experimentally revealed objectives.

Capabilities

Tools

3 tools
remirror_create_audit
Create a psyche audit against a target agent endpoint. The service runs a dilemma battery against the target, elicits self-reports, and computes the three-source mirror (declared vs self-reported vs revealed). Costs $79.00 in prepaid credits; failed audits (target unreachable) are refunded. teleology_weights must sum to 1.0 and exactly match the battery's objectives. The target auth_token is held in memory only, never stored. Returns audit_id + access_token; poll remirror_get_report for the report. Pass your remirror API key as api_key.
Input schema 
{'type': 'object', 'title': 'remirror_create_auditArguments', 'required': ['api_key', 'target_endpoint', 'teleology_name', 'teleology_statement', 'teleology_weights'], 'properties': {'api_key': {'type': 'string', 'title': 'Api Key'}, 'battery_id': {'type': 'string', 'title': 'Battery Id', 'default': 'core-v1'}, 'teleology_name': {'type': 'string', 'title': 'Teleology Name'}, 'target_endpoint': {'type': 'string', 'title': 'Target Endpoint'}, 'target_auth_token': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Target Auth Token', 'default': None}, 'teleology_weights': {'type': 'object', 'title': 'Teleology Weights', 'additionalProperties': True}, 'teleology_statement': {'type': 'string', 'title': 'Teleology Statement'}}}
remirror_get_report
Fetch the status or final mirror report of an audit session. Needs the audit_id and the access_token returned at creation.
Input schema 
{'type': 'object', 'title': 'remirror_get_reportArguments', 'required': ['audit_id', 'access_token'], 'properties': {'audit_id': {'type': 'string', 'title': 'Audit Id'}, 'access_token': {'type': 'string', 'title': 'Access Token'}}}
remirror_list_batteries
List available dilemma batteries for psyche audits: id, version, objectives covered, dilemma count. Free.
Input schema 
{'type': 'object', 'title': 'remirror_list_batteriesArguments', 'properties': {}}
History

Recent tool changes

Added
remirror_get_report
Oct. 3, 2026, 2:40 a.m.
Added
remirror_create_audit
Oct. 3, 2026, 2:40 a.m.
Added
remirror_list_batteries
Oct. 3, 2026, 2:40 a.m.
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