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CrowdGap AI Probability Research

R0· no sign-in

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

v2.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality100strong
Trust80of 100
Uptime, 30 days100%
Latency p501106 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "probability-research": {
      "type": "http",
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "headers": {
        "Authorization": "Bearer ${PROBABILITY_RESEARCH_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http probability-research https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0 --header "Authorization: Bearer ${PROBABILITY_RESEARCH_TOKEN}"
[mcp_servers.probability-research]
url = "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0"
bearer_token_env_var = "PROBABILITY_RESEARCH_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "probability-research": {
      "type": "remote",
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:PROBABILITY_RESEARCH_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "probability-research": {
      "type": "http",
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "headers": {
        "Authorization": "Bearer ${PROBABILITY_RESEARCH_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=probability-research&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY3Jvd2RnYXAtcGlsb3Quc3VwZXItbXluYS03MjU1LmNoYXRncHQuc2l0ZS9hcGkvbWNwP3NvdXJjZT1vZmZpY2lhbF9tY3BfcmVnaXN0cnkmY2FtcGFpZ249cmVnaXN0cnlfMl8wXzAiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtQUk9CQUJJTElUWV9SRVNFQVJDSF9UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "probability-research": {
      "type": "http",
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "headers": {
        "Authorization": "Bearer ${PROBABILITY_RESEARCH_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "probability-research": {
      "httpUrl": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "headers": {
        "Authorization": "Bearer ${PROBABILITY_RESEARCH_TOKEN}"
      }
    }
  }
}
extensions:
  "probability-research":
    enabled: true
    name: "probability-research"
    type: streamable_http
    uri: "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0"
    headers:
      "Authorization": "Bearer ${PROBABILITY_RESEARCH_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${PROBABILITY_RESEARCH_TOKEN}. The registry never accepts secret values.

Quality 100 / 100strong

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 300000)
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 hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations12 of 12 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 2,439 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 2,439 tokens to load them all · tool set 014cc25019e1 · checked 2026-10-21 01:38 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 80 / 100

no-repository
provenance55
liveness100
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-61d-ago -no-repository

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://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0 streamable-httpnoneyes100%1106 ms2026-07-28, 2025-11-25, 2025-06-18, 2025-03-262026-10-21

Tools (12)

activate_crowdgap_trialActivates 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.
create_xrp_subscription_quoteCreates 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.
evaluate_crowdgap_fitread-onlyCall 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.
get_agent_referral_packread-onlyReturns a compact, machine-readable CrowdGap introduction, share URL, MCP connection details, and voluntary-sharing boundaries for another AI agent.
get_crowdgap_offerread-onlyCall 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.
get_live_forecast_startersread-onlyFetches 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.
get_public_forecastread-onlyReturns 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.
get_xrp_checkoutread-onlyReturns the checkout for fixed 9.99 XRP monthly and 99 XRP yearly plans.
preflight_forecast_requestCall 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.
request_live_forecastRuns 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.
scan_plan_for_uncertaintyread-onlyTransiently 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.
test_forecast_schemaread-onlyReturns 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.

Schemas: list_tools.

Official server.json
{
  "name": "site.chatgpt.super-myna-7255.crowdgap-pilot/probability-research",
  "title": "CrowdGap AI Probability Research",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Optional Bearer subscriber key. Required only for request_live_forecast."
        }
      ]
    }
  ],
  "version": "2.0.0",
  "websiteUrl": "https://crowdgap-pilot.super-myna-7255.chatgpt.site",
  "description": "AI-agent probability research with one-call preflight and human-gated XRP activation."
}