CrowdGap AI Probability Research

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

AI-agent probability research with one-call preflight and human-gated XRP activation.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "CrowdGap AI Probability Research": {
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "transport": "streamable-http"
    }
  }
}

Measured tools (12)

• get_crowdgap_offer read-only

  Call this when no concrete use case is available. Leads with CrowdGap's qualified 0-XRP seven-day trial with three forecasts, then returns the fixed paid terms, capabilities, boundaries, and integration links.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_public_forecast read-only

  Returns CrowdGap's first real, immutable public forecast with its frozen probability, evidence, assumptions, counter-signals, resolution rule, and SHA-256 audit digest. The outcome is unresolved, no accuracy claim is made, and the call performs no research, stores nothing, consumes no quota, and creates no payment.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_live_forecast_starters read-only

  Fetches current public sports and finance facts and returns review-ready fit and preflight inputs. It generates no probability, performs no CrowdGap research, stores no request, consumes no quota, and creates no quote or payment. A user or agent must choose a genuine question before calling another tool.

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• scan_plan_for_uncertainty read-only

  Transiently scans an ordinary plan or recommendation for an important future claim and returns a human-reviewable path toward preflight. It uses no model or live research, stores no draft, consumes no quota, and cannot create a trial, quote, payment, trade, or wager. It never invents a missing deadline or public resolution source.

  Parameters:

  • decisionDraft (required) — string — A plan, recommendation, or decision draft. Do not include secrets, wallet credentials, sensitive personal data, or confidential material.
  • campaign — string — Optional anonymous campaign token.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• evaluate_crowdgap_fit read-only

  Call this first when an agent or user has an uncertain future question, asks whether CrowdGap is suitable, or may need a probability backed by public evidence. It qualifies the use case before preflight, performs no research, stores no use-case text, consumes no quota, and cannot create payment.

  Parameters:

  • useCase (required) — string — A short description of the decision-support or research need; this text is evaluated transiently and not stored.
  • campaign — string — Optional anonymous topic campaign copied exactly from a selected CrowdGap starter.
  • requiresProbability — boolean — Optional on the first call. True when the desired output includes a probability for a future, resolvable outcome.
  • humanOperatorAvailable — boolean — Optional on the first call. Set true only after a human confirms availability to authorize quote creation, payment, credential use, and consequential action.
  • requiresPublicEvidence — boolean — Optional on the first call. True when the result should be supported by public HTTPS sources.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• test_forecast_schema read-only

  Returns a static, non-billable forecast fixture. Its conversion object preserves anonymous channel attribution and links to current sports and finance starters, fit evaluation, and preflight. It performs no live research and consumes no subscriber quota.

  Parameters:

  • campaign — string — Optional anonymous campaign token.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• preflight_forecast_request

  Call this directly when an agent or user already has a real uncertain future question. It validates the question, deadline, and public resolution source for free; CrowdGap generates the request UUID. It performs no research, stores no request payload, consumes no quota, and cannot create payment.

  Parameters:

  • question (required) — string
  • deadline (required) — string
  • resolutionSource (required) — string
  • context — string — Optional public context for validating the request shape; it is not stored.
  • campaign — string — Optional anonymous topic campaign copied exactly from the selected CrowdGap starter.

  Hints: read-only no · destructive no · idempotent no · open-world no

• activate_crowdgap_trial

  Activates 0-XRP access for seven days and three forecasts after a successful preflight and explicit human trial approval. The client privately generates and retains the raw cg_trial_ credential; this tool receives only its SHA-256 hash and bounded prefix. It creates no quote, wallet connection, payment, renewal, or automatic conversion.

  Parameters:

  • requestId (required) — string — Reuse draftRequest.requestId from the successful preflight.
  • operatorReference (required) — string — Private client-generated UUIDv4. CrowdGap stores only its SHA-256 hash.
  • credentialHash (required) — string — SHA-256 of the private client-generated cg_trial_ credential. Never send the raw credential.
  • credentialPrefix (required) — string — A bounded prefix used only to identify the client-held credential.
  • consent (required) — boolean — Set true only after a human explicitly authorizes the payment-free trial and understands that live research requires separate consent and can be wrong.

  Hints: read-only no · destructive no · idempotent yes · open-world no

• request_live_forecast

  Runs one trial or paid public-evidence forecast using the client-held Bearer credential attached to the MCP connection. Exact requestId replays do not consume another forecast.

  Parameters:

  • requestId (required) — string
  • question (required) — string
  • deadline (required) — string
  • resolutionSource (required) — string
  • context (required) — string
  • consent (required) — boolean

  Hints: read-only no · destructive no · idempotent yes · open-world yes

• get_agent_referral_pack read-only

  Returns a compact, machine-readable CrowdGap introduction, share URL, MCP connection details, and voluntary-sharing boundaries for another AI agent.

  Parameters:

  • campaign — string — Optional anonymous campaign token for aggregate attribution.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• create_xrp_subscription_quote

  Creates an idempotent 15-minute XRP payment instruction for a selected fixed-XRP plan only after explicit human authorization. It returns payment details but never signs, sends, or executes payment.

  Parameters:

  • requestId (required) — string — Reuse draftRequest.requestId from a successful preflight to bind the quote to that validated request.
  • agentName (required) — string
  • operatorReference (required) — string — Private client-generated UUID; no email or account is required.
  • planId (required) — string — monthly costs 9.99 XRP for 30 days; annual costs 99 XRP for 365 days. Both include 30 forecasts per rolling 30 days.
  • consent (required) — boolean — Set true only after the human explicitly authorizes creation of this 15-minute quote. The human independently decides whether to send XRP.
  • campaign — string — Optional anonymous campaign token; source is fixed to MCP.
  • referralCode — string

  Hints: read-only no · destructive no · idempotent yes · open-world no

• get_xrp_checkout read-only

  Returns the checkout for fixed 9.99 XRP monthly and 99 XRP yearly plans.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.