CrowdGap AI Probability Research MCP Server

by chatgpt-super-myna-7255-crowdgap-pilot Your server? Claim it

answering

CrowdGap AI Probability Research is answering right now. Last checked 6 min ago. It exposes 12 tools.

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

Uptime history 74 days of history · worst day 88%

74 days agonow

100.0%

Uptime 24h

182 of 182 checks

Tools

read from the server

1171 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 32

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 21 August 2026. No other catalogue keeps this.

22 Aug 3 tools appeared activate_crowdgap_trial, request_free_trial_forecast, scan_plan_for_uncertainty

22 Aug 2 tool descriptions were rewritten get_crowdgap_offer, request_live_forecast

22 Aug 2 tools changed the parameters they ask for evaluate_crowdgap_fit, preflight_forecast_request

22 Aug a tool disappeared request_free_trial_forecast

21 Aug a tool changed version9 times that day

21 Aug 6 tool descriptions were rewritten7 times that day create_xrp_subscription_quote, evaluate_crowdgap_fit, get_crowdgap_offer and 3 more

21 Aug 3 tools changed the parameters they ask for5 times that day create_xrp_subscription_quote, evaluate_crowdgap_fit, preflight_forecast_request

21 Aug 3 tools appeared evaluate_crowdgap_fit, get_live_forecast_starters, get_public_forecast

and 11 more, back to 21 August 2026

Tools have disappeared from this server

A tool that vanishes takes a piece of your agent with it, and the change arrives silently. Watch this server and every such change lands in your inbox.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 6 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add probability-research --transport http https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp

Settings → Connectors → Add custom connector, then paste this address

https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp

~/.codex/config.toml

[mcp_servers.probability-research]
url = "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "probability-research": {
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "probability-research": {
      "type": "http",
      "url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 12

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

xrp

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.

get_xrp_checkout

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

activate

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.

agent

get_agent_referral_pack

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

crowdgap

get_crowdgap_offer

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.

evaluate

evaluate_crowdgap_fit

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.

live

get_live_forecast_starters

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.

preflight

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.

public

get_public_forecast

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.

request

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.

scan

scan_plan_for_uncertainty

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.

test

test_forecast_schema

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.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

request_free_trial_forecast

removed 22 Aug 2026

Endpoints

URL	Transport	State	Latency	Checked
https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp	streamable-http	answering	297 ms	6 min ago
https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0	streamable-http	answering	306 ms	6 min ago

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CrowdGap AI Probability Research — questions

Answers built from our own checks of this server.

What can CrowdGap AI Probability Research do?

It exposes 12 tools, read directly from the server on our last check. Among them: activate_crowdgap_trial, create_xrp_subscription_quote, evaluate_crowdgap_fit, get_agent_referral_pack, get_crowdgap_offer, get_live_forecast_starters and 6 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is CrowdGap AI Probability Research working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 182 of 182 checks got a reply (100.0%), average response time 1171 ms. The bar chart above shows every period we have measured.

Did CrowdGap AI Probability Research ever remove tools?

Yes. request_free_trial_forecast is no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.

How do I connect CrowdGap AI Probability Research?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does CrowdGap AI Probability Research need an API key?

No. CrowdGap AI Probability Research completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 12 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is CrowdGap AI Probability Research?

It answers our handshake in 1171 ms on average, which is faster than 4% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.