# remirror (返照） — psyche audits for AI agents

> Psyche audits for AI agents: declared vs self-reported vs revealed objectives, diffed and flagged.

- name: io.github.OntoDistro/remirror
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 97/100
- quality: 80/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.OntoDistro%2Fremirror
- tools: https://api.protogrid.dev/v1/servers/io.github.OntoDistro%2Fremirror/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "remirror": {
      "type": "http",
      "url": "https://remirror.net/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% +updated-18d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 80/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 64 (weight 30)

- pass `tools.descriptions`: every tool has a description
- warn `tools.description_length`: 1 tools have descriptions over 1,024 characters, which crowds the context
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: remirror_create_audit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); remirror_list_trials (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); remirror_get_report (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 752 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: 5 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 3, about 752 tokens to load them all
- tool set hash: f6a1751379791c8727eb34c02216a85d
- tools last changed: 2026-10-10T01:39:44.326Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.OntoDistro/remirror.svg)](https://protogrid.dev/servers/io.github.OntoDistro/remirror)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-10 `remirror_list_batteries` removed
  - List available dilemma batteries for psyche audits: id, version, objectives covered, dilemma count. Free.
- 2026-10-10 `remirror_create_audit` changed (description, inputSchema)
  - before: 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. Alternatively, pass teleology_id (e.g. 'xijingqingchuang-v1') to adopt a shipped telos: the server loads its canonical name, statement, and weights from the registry, and the audit runs on the telos's own dilemma battery unless battery_id is given explicitly. Supply exactly one of teleology_weights or teleology_id. The target auth_token is held in memory only, never stored. target_protocol selects how the target is reached: 'http-chat' (default) POSTs to an http(s) endpoint; 'agentverse-chat' addresses an Agentverse agent (endpoint must be its agent1... address) over the uAgents chat protocol. Returns audit_id + access_token; poll remirror_get_report for the report. Pass your remirror API key as api_key. When this server enforces signatures (REMIRROR_REQUIRE_SIGNATURES=1), also pass `signature`: a JSON envelope from signing.make_tool_signature over the effective arguments (defaults applied; include target_protocol only when it differs from 'http-chat'), using a key id registered in the server's client trust registry.
  - after: Create a psyche audit against a target agent endpoint. The service runs a dilemma trial 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 trial's objectives. Alternatively, pass teleology_id (e.g. 'xijingqingchuang-v1') to adopt a shipped telos: the server loads its canonical name, statement, and weights from the registry, and the audit runs on the telos's own dilemma trial unless trial_id is given explicitly. Supply exactly one of teleology_weights or teleology_id. The target auth_token is held in memory only, never stored. target_protocol selects how the target is reached: 'http-chat' (default) POSTs to an http(s) endpoint; 'agentverse-chat' addresses an Agentverse agent (endpoint must be its agent1... address) over the uAgents chat protocol. Returns audit_id + access_token; poll remirror_get_report for the report. Pass your remirror API key as api_key. When this server enforces signatures (REMIRROR_REQUIRE_SIGNATURES=1), also pass `signature`: a JSON envelope from signing.make_tool_signature over the effective arguments (defaults applied; include target_protocol only when it differs from 'http-chat'), using a key id registered in the server's client trust registry.
- 2026-10-10 `remirror_list_trials` added
  - List available dilemma trials for psyche audits: id, version, objectives covered, dilemma count. Free.
- 2026-10-04 `remirror_create_audit` changed (description, inputSchema)
  - before: 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. Alternatively, pass teleology_id (e.g. 'xijingqingchuang-v1') to adopt a shipped telos: the server loads its canonical name, statement, and weights from the registry, and the audit runs on the telos's own dilemma battery unless battery_id is given explicitly. Supply exactly one of teleology_weights or teleology_id. 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. When this server enforces signatures (REMIRROR_REQUIRE_SIGNATURES=1), also pass `signature`: a JSON envelope from signing.make_tool_signature over the effective arguments (defaults applied), using a key id registered in the server's client trust registry.
  - after: 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. Alternatively, pass teleology_id (e.g. 'xijingqingchuang-v1') to adopt a shipped telos: the server loads its canonical name, statement, and weights from the registry, and the audit runs on the telos's own dilemma battery unless battery_id is given explicitly. Supply exactly one of teleology_weights or teleology_id. The target auth_token is held in memory only, never stored. target_protocol selects how the target is reached: 'http-chat' (default) POSTs to an http(s) endpoint; 'agentverse-chat' addresses an Agentverse agent (endpoint must be its agent1... address) over the uAgents chat protocol. Returns audit_id + access_token; poll remirror_get_report for the report. Pass your remirror API key as api_key. When this server enforces signatures (REMIRROR_REQUIRE_SIGNATURES=1), also pass `signature`: a JSON envelope from signing.make_tool_signature over the effective arguments (defaults applied; include target_protocol only when it differs from 'http-chat'), using a key id registered in the server's client trust registry.
- 2026-10-03 `remirror_create_audit` changed (description, inputSchema)
  - before: 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.
  - after: 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. Alternatively, pass teleology_id (e.g. 'xijingqingchuang-v1') to adopt a shipped telos: the server loads its canonical name, statement, and weights from the registry, and the audit runs on the telos's own dilemma battery unless battery_id is given explicitly. Supply exactly one of teleology_weights or teleology_id. 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. When this server enforces signatures (REMIRROR_REQUIRE_SIGNATURES=1), also pass `signature`: a JSON envelope from signing.make_tool_signature over the effective arguments (defaults applied), using a key id registered in the server's client trust registry.

Full history: https://api.protogrid.dev/v1/servers/io.github.OntoDistro%2Fremirror/changes

## Remotes

- https://remirror.net/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (3)

- `remirror_create_audit`: Create a psyche audit against a target agent endpoint. The service runs a dilemma trial 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 trial's objectives. Alternatively, pass teleology_id (e.g. 'xijingqingchuang-v1') to adopt a shipped telos: the server loads its canonical name, statement, and weights from the registry, and the audit runs on the telos's own dilemma trial unless trial_id is given explicitly. Supply exactly one of teleology_weights or teleology_id. The target auth_token is held in memory only, never stored. target_protocol selects how the target is reached: 'http-chat' (default) POSTs to an http(s) endpoint; 'agentverse-chat' addresses an Agentverse agent (endpoint must be its agent1... address) over the uAgents chat protocol. Returns audit_id + access_token; poll remirror_get_report for the report. Pass your remirror API key as api_key. When this server enforces signatures (REMIRROR_REQUIRE_SIGNATURES=1), also pass `signature`: a JSON envelope from signing.make_tool_signature over the effective arguments (defaults applied; include target_protocol only when it differs from 'http-chat'), using a key id registered in the server's client trust registry.
- `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.
- `remirror_list_trials`: List available dilemma trials for psyche audits: id, version, objectives covered, dilemma count. Free.