# io.tooloracle/predictoracle

> PredictOracle - 12 forecasting tools: time-series, scenario analysis, risk projections.

- name: io.tooloracle/predictoracle
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 90/100
- quality: 76/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.tooloracle%2Fpredictoracle
- tools: https://api.protogrid.dev/v1/servers/io.tooloracle%2Fpredictoracle/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "predictoracle": {
      "type": "http",
      "url": "https://tooloracle.io/predict/mcp/"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 65
- provenance: 90
- drivers: +repository +namespace-matches-repo +dns-namespace +reachable +uptime-100% ~updated-165d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 76/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### 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)

- warn `tools.descriptions`: 2 of 12 tools have a description under 20 characters
- pass `tools.description_length`: descriptions are concise
- 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: early_warning (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); health_check (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); evidence_decay (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 569 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`: no 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: 12, about 569 tokens to load them all
- tool set hash: b333efa517947d7531437e542ff85c6b
- badge: [![protogrid quality](https://protogrid.dev/badge/io.tooloracle/predictoracle.svg)](https://protogrid.dev/servers/io.tooloracle/predictoracle)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://tooloracle.io/predict/mcp/ (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (12)

- `deadline_risk`: Upcoming deadlines with compliance probability %.
- `early_warning`: Critical warnings: evidence expiry, score prediction, DORA deadline.
- `evidence_decay`: Evidence expiry timeline: what expires when, status per evidence.
- `health_check`: Server status.
- `ping`: Connectivity test.
- `predict_article`: Predict status of a specific DORA article in N days.
- `predict_entity`: Full predictive risk profile: score trajectory, degradation timeline, risk level.
- `predict_score`: Score trajectory: current, 7d, 14d, 30d, 60d, 90d with trend.
- `remediation_velocity`: How fast are findings being resolved? Average close time, velocity rating.
- `risk_forecast`: Which articles will degrade first? Sorted by urgency.
- `scenario_forecast`: What-if: no_testing, cloud_outage_30d, no_training, policy_expired, data_breach.
- `trend_analysis`: Historical trend: audit events, score history.