Predictoracle

io.tooloraclePublished by tooloracle.ioOfficial publisherv1.0.0Updated Nov 1, 2026

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

The publisher's own server: Accessoracle

VerifiedStreamable HTTPWeb executableSecurity & MonitoringData & Analytics

Overview

AI-generated overview

Remote MCP server that forecasts compliance risk: score trajectories, DORA article status, evidence expiry and deadlines.

What you can do
  • Predict risk profiles and score trajectories for an entity, with 7- to 90-day projections and trend.
  • Forecast which DORA articles will degrade first and rank them by urgency, or predict one article's status in N days.
  • Map evidence expiry timelines and upcoming deadlines with compliance probability percentages.
  • Measure remediation velocity and average close time for findings, and review historical audit and score trends.
  • Run what-if scenarios such as no testing, a 30-day cloud outage, expired policy or a data breach, plus early warnings and a health check.
When to use it
Useful when an assistant is asked to reason about compliance posture over time rather than just report current state: predicting score decline, prioritising which controls or evidence will lapse first, or exploring what-if scenarios before an audit.
Requirements
A remote streamable HTTP endpoint; no package, environment variables or headers are declared. The manifest declares no authentication, so no account or API key setup is described.
Before you install
The server is remote and unauthenticated by declaration, so requests and any entity details sent to it leave your environment; check what data is transmitted before using real compliance records. Scenario and forecast outputs are projections, not audit findings.

Installation

In SourceWeft

  1. Open Predictoracle in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.tooloracle%2Fpredictoracle/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

README

This repository has no README.

Tools

12

predict_entity

Full predictive risk profile: score trajectory, degradation timeline, risk level.

Parametersentity_idhorizon_days

predict_article

Predict status of a specific DORA article in N days.

Parametersarticleentity_idhorizon_days

predict_score

Score trajectory: current, 7d, 14d, 30d, 60d, 90d with trend.

Parametersentity_id

risk_forecast

Which articles will degrade first? Sorted by urgency.

Parametersentity_id

evidence_decay

Evidence expiry timeline: what expires when, status per evidence.

Parametersentity_id

deadline_risk

Upcoming deadlines with compliance probability %.

Parametersentity_id

remediation_velocity

How fast are findings being resolved? Average close time, velocity rating.

Parametersentity_id

trend_analysis

Historical trend: audit events, score history.

Parametersentity_id

early_warning

Critical warnings: evidence expiry, score prediction, DORA deadline.

Parametersentity_id

scenario_forecast

What-if: no_testing, cloud_outage_30d, no_training, policy_expired, data_breach.

Parametersdaysscenarioentity_id

health_check

Server status.

Takes no parameters.

ping

Connectivity test.

Takes no parameters.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.

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