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 15 min ago. It exposes 12 tools.
AI-agent probability research with one-call preflight and human-gated XRP activation.
Uptime history
12 days of history · worst day 99%
12 days agonow
100.0%
Uptime 24h
182 of 182 checks
12
Tools
read from the server
1740 ms
Response time
average over 24h
open, no key
Access
streamable-http
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 15 min ago.
run in your terminal
claude mcp add probability-research --transport http https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"probability-research": {
"url": "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
{
"mcpServers": {
"probability-research": {
"url": "https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp"
}
}
}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
These were exposed before and are gone now. No other catalogue tracks this.
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 | 337 ms | 15 min ago |
| https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0 | streamable-http | answering | 608 ms | 15 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 1740 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 with the file path 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 1740 ms on average, which is faster than 1% 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.