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predictoracle

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

v1.0.0 · active · repository · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality76good
Trust90of 100
Uptime, 30 days100%
Latency p50307 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "predictoracle": {
      "type": "http",
      "url": "https://tooloracle.io/predict/mcp/"
    }
  }
}
claude mcp add --transport http predictoracle https://tooloracle.io/predict/mcp/
[mcp_servers.predictoracle]
url = "https://tooloracle.io/predict/mcp/"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "predictoracle": {
      "type": "remote",
      "url": "https://tooloracle.io/predict/mcp/",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "predictoracle": {
      "type": "http",
      "url": "https://tooloracle.io/predict/mcp/"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=predictoracle&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdG9vbG9yYWNsZS5pby9wcmVkaWN0L21jcC8ifQ%3D%3D"
}
{
  "servers": {
    "predictoracle": {
      "type": "http",
      "url": "https://tooloracle.io/predict/mcp/"
    }
  }
}
{
  "mcpServers": {
    "predictoracle": {
      "httpUrl": "https://tooloracle.io/predict/mcp/"
    }
  }
}
extensions:
  "predictoracle":
    enabled: true
    name: "predictoracle"
    type: streamable_http
    uri: "https://tooloracle.io/predict/mcp/"
    timeout: 300

Quality 76 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene64 · weight 30
  • warn
    tools.descriptions2 of 12 tools have a description under 20 characters
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: predict_score (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); early_warning (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); health_check (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 569 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

12 tools, about 569 tokens to load them all · tool set b333efa51794 · checked 2026-10-19 10:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 90 / 100

provenance90
liveness100
freshness65
hygiene100

+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. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://tooloracle.io/predict/mcp/ streamable-httpnoneyes100%307 ms2025-03-262026-10-19

Tools (12)

deadline_riskUpcoming deadlines with compliance probability %.
early_warningCritical warnings: evidence expiry, score prediction, DORA deadline.
evidence_decayEvidence expiry timeline: what expires when, status per evidence.
health_checkServer status.
pingConnectivity test.
predict_articlePredict status of a specific DORA article in N days.
predict_entityFull predictive risk profile: score trajectory, degradation timeline, risk level.
predict_scoreScore trajectory: current, 7d, 14d, 30d, 60d, 90d with trend.
remediation_velocityHow fast are findings being resolved? Average close time, velocity rating.
risk_forecastWhich articles will degrade first? Sorted by urgency.
scenario_forecastWhat-if: no_testing, cloud_outage_30d, no_training, policy_expired, data_breach.
trend_analysisHistorical trend: audit events, score history.

Schemas: list_tools.

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Official server.json
{
  "name": "io.tooloracle/predictoracle",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://tooloracle.io/predict/mcp/",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/ToolOracle/predictoracle",
    "source": "github"
  },
  "description": "PredictOracle - 12 forecasting tools: time-series, scenario analysis, risk projections."
}