CrowdGap AI Probability Research
REMOTE · CROWDGAP-PILOT.SUPER-MYNA-7255.CHATGPT.SITE
AI-agent probability research with one-call preflight and human-gated XRP activation.
Available components
Last scanned (12 hours ago)
Scores higher than 92% of remote servers
Reachable. Last reached 7 Nov 2026.
Category AI and Machine Learning
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security74
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Nothing on it is marked destructive, but we can't show that an anonymous caller can only read: full credit needs the server to list at least one tool and every tool to be verifiably read-only. We use a best-effort check of tool names and descriptions to tell read-only tools from tools that change things, so some genuinely read-only tools may not get full credit. Names that start with a read verb (get, list, read, search and similar) and accurate readOnlyHint annotations help. Meet that to earn full credit, or require authorisation. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability83
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 1756 tokens (~109/item across 16 items; 12 tools + 4 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage90
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 66% of tool parameters carry a description.Partial
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 12 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 14 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
- Supports UI / widget rendering.Pass
Checks we ran (14)
- TLS certificate
- Authorization
- HTTPS
- HSTS header
- DNSSEC
- Transport
- Schema quality
- Stability
- Tool coverage
- Injection markers
- Destructive annotations
- Judged manipulation
- MCP protocol
- Capabilities
Does not apply to this hosted endpoint (2)
- Supply Chain SecurityScored on package channels only. This is a hosted endpoint, so there is nothing to install or inspect.
- Provenance & TransparencyScored on package channels only. This is a hosted endpoint, so there is nothing to install or inspect.
The score does not measure everything. What the score does not measure →
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 6 Nov 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 22 Sept 26 0
- Stability: fail → pass ▲ security
- 21 Sept 26 0
- Stability: pass → fail ▼ security
- 20 Sept 26 0
- Stability: 0.97 → pass security
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 23 Aug 26 0
- A breaking change shipped without a version bump: still 2.0.0 ▼ security
- Tool “request_free_trial_forecast” was removed ▼ security
- The server rewrote its instructions, which are the text every model session reads security
- Tool “request_live_forecast” rewrote its description, which is the text the model reads security
- Tool “get_crowdgap_offer” rewrote its description, which is the text the model reads security
- Schema quality: pass → fail ▼ functional
- Tool coverage: 47% → 66% ▲ functional
- New resource “crowdgap-decision-gate” functional
- New resource “crowdgap-syndication” functional
- New tool “activate_crowdgap_trial” functional
- New tool “scan_plan_for_uncertainty” functional
- “preflight_forecast_request” added an optional parameter “campaign” cosmetic
- “evaluate_crowdgap_fit” added an optional parameter “campaign” cosmetic
- Tool “get_crowdgap_offer” changed its title: Get CrowdGap AI offer → Get CrowdGap free trial and offer cosmetic
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 7 Nov 2026 · Probed https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.super-myna-7255.chatgpt.site | CN=WE1,O=Google Trust Services,C=US | 11 Oct 2026 | 9 Jan 2027 | ECDSA 256 | ECDSA-SHA256 | 9ba81e749a781eac13d1d15401383995 |
| SANs: *.super-myna-7255.chatgpt.site | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of crowdgap-pilot.super-myna-7255.chatgpt.site. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | Trust anchor | 20326, 38696 | 8, 8 | Verified |
| site. | DS published | 31826 | 13 | Verified |
| chatgpt.site. | No DS | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| x-content-type-options | nosniff |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0 | Verified | 200 | |
| http (plaintext) | http://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0 | HTTPS enforced | 302 | https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
activate_crowdgap_trial Activate the CrowdGap free trial ~198
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.
| Name | Type | Req | Description |
|---|---|---|---|
| consent | boolean | yes | Set true only after a human explicitly authorizes the payment-free trial and understands that live research requires separate consent and can be wrong. |
| credentialHash | string | yes | SHA-256 of the private client-generated cg_trial_ credential. Never send the raw credential. |
| credentialPrefix | string | yes | A bounded prefix used only to identify the client-held credential. |
| operatorReference | string | yes | Private client-generated UUIDv4. CrowdGap stores only its SHA-256 hash. |
| requestId | string | yes | Reuse draftRequest.requestId from the successful preflight. |
Structured output declared, but exposes no named fields.
No examples provided.
create_xrp_subscription_quote Create XRP subscription quote ~200
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.
| Name | Type | Req | Description |
|---|---|---|---|
| agentName | string | yes | – |
| campaign | string | – | Optional anonymous campaign token; source is fixed to MCP. |
| consent | boolean | yes | Set true only after the human explicitly authorizes creation of this 15-minute quote. The human independently decides whether to send XRP. |
| operatorReference | string | yes | Private client-generated UUID; no email or account is required. |
| planId | string | yes | monthly costs 9.99 XRP for 30 days; annual costs 99 XRP for 365 days. Both include 30 forecasts per rolling 30 days. |
| referralCode | string | – | – |
| requestId | string | yes | Reuse draftRequest.requestId from a successful preflight to bind the quote to that validated request. |
Structured output declared, but exposes no named fields.
No examples provided.
evaluate_crowdgap_fit Evaluate CrowdGap fit ~210
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campaign | string | – | Optional anonymous topic campaign copied exactly from a selected CrowdGap starter. |
| 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. |
| requiresProbability | boolean | – | Optional on the first call. True when the desired output includes a probability for a future, resolvable outcome. |
| requiresPublicEvidence | boolean | – | Optional on the first call. True when the result should be supported by public HTTPS sources. |
| useCase | string | yes | A short description of the decision-support or research need; this text is evaluated transiently and not stored. |
| Name | Type | Req | Description |
|---|---|---|---|
| attribution | object | yes | – |
| billable | boolean | yes | – |
| boundaries | array | yes | – |
| evaluated | boolean | yes | – |
| liveResearch | boolean | yes | – |
| nextAction | object | yes | – |
| offer | object | yes | – |
| ok | boolean | yes | – |
| purchaseReady | boolean | yes | – |
| qualified | boolean | yes | – |
| quotaConsumed | boolean | yes | – |
| rating | string | yes | – |
| reasons | array | yes | – |
| stored | boolean | yes | – |
| useCaseStored | boolean | yes | – |
No examples provided.
get_agent_referral_pack Get AI-to-AI referral pack ~51
Returns a compact, machine-readable CrowdGap introduction, share URL, MCP connection details, and voluntary-sharing boundaries for another AI agent.
| Name | Type | Req | Description |
|---|---|---|---|
| campaign | string | – | Optional anonymous campaign token for aggregate attribution. |
| Name | Type | Req | Description |
|---|---|---|---|
| for | string | yes | – |
| freeTestUrl | string | yes | – |
| freeTrial | object | yes | – |
| introduction | string | yes | – |
| mcp | object | yes | – |
| offer | object | yes | – |
| provider | string | yes | – |
| publicProof | object | yes | – |
| shareUrl | string | yes | – |
| sharingBoundaries | array | yes | – |
| subscriberReferralReward | object | yes | – |
| suggestedAgentMessage | string | yes | – |
No examples provided.
get_crowdgap_offer Get CrowdGap free trial and offer ~54
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.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| audience | string | yes | – |
| boundaries | array | yes | – |
| capability | string | yes | – |
| checkoutUrl | string | yes | – |
| evaluationPath | array | yes | – |
| fitEvaluationInput | object | yes | – |
| freeTestUrl | string | yes | – |
| includedForecastsPer30Days | integer | yes | – |
| integrationKitUrl | string | yes | – |
| plans | array | yes | – |
| primaryCallToAction | object | yes | – |
| provider | string | yes | – |
| qualifiedTrial | object | yes | – |
| recommendedFirstTool | string | yes | – |
| settlement | object | yes | – |
No examples provided.
get_live_forecast_starters Get current forecast starters ~70
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.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| boundaries | array | yes | – |
| generatedAt | string | yes | – |
| liveData | boolean | yes | – |
| partial | boolean | yes | – |
| probabilityGenerated | boolean | yes | – |
| refreshAfterSeconds | integer | yes | – |
| researchPerformed | boolean | yes | – |
| schemaVersion | string | yes | – |
| signals | array | yes | – |
| workflow | object | yes | – |
No examples provided.
get_public_forecast Inspect CrowdGap's real public forecast ~73
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.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| audit | object | yes | – |
| boundaries | object | yes | – |
| confidence | string | yes | – |
| conversion | object | yes | – |
| deadline | string | yes | – |
| evidence | array | yes | – |
| id | string | yes | – |
| immutable | boolean | yes | – |
| limitations | string | yes | – |
| probability | integer | yes | – |
| question | string | yes | – |
| recordedAt | string | yes | – |
| resolution | object | yes | – |
| schemaVersion | string | yes | – |
| status | string | yes | – |
No examples provided.
get_xrp_checkout Get XRP subscription checkout ~28
Returns the checkout for fixed 9.99 XRP monthly and 99 XRP yearly plans.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| checkoutUrl | string | yes | – |
| emailRequired | boolean | yes | – |
| humanAuthorizationRequired | boolean | yes | – |
| includedForecastsPer30Days | integer | yes | – |
| network | string | yes | – |
| plans | array | yes | – |
| walletConnectionRequired | boolean | yes | – |
No examples provided.
preflight_forecast_request Preflight a forecast request ~128
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campaign | string | – | Optional anonymous topic campaign copied exactly from the selected CrowdGap starter. |
| context | string | – | Optional public context for validating the request shape; it is not stored. |
| deadline | string | yes | – |
| question | string | yes | – |
| resolutionSource | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| attribution | object | yes | – |
| billable | boolean | yes | – |
| draftRequest | object | yes | – |
| eligible | boolean | yes | – |
| liveResearchConsentRequired | boolean | yes | – |
| nextAction | object | yes | – |
| ok | boolean | yes | – |
| quotaConsumed | boolean | yes | – |
| researchPerformed | boolean | yes | – |
| stored | boolean | yes | – |
No examples provided.
request_live_forecast Request live probability research ~87
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.
| Name | Type | Req | Description |
|---|---|---|---|
| consent | boolean | yes | – |
| context | string | yes | – |
| deadline | string | yes | – |
| question | string | yes | – |
| requestId | string | yes | – |
| resolutionSource | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
scan_plan_for_uncertainty Scan a plan for forecast needs ~123
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campaign | string | – | Optional anonymous campaign token. |
| decisionDraft | string | yes | A plan, recommendation, or decision draft. Do not include secrets, wallet credentials, sensitive personal data, or confidential material. |
| Name | Type | Req | Description |
|---|---|---|---|
| attribution | object | yes | – |
| billable | boolean | yes | – |
| boundaries | array | yes | – |
| candidateClaim | – | yes | – |
| createsQuoteOrPayment | boolean | yes | – |
| createsTrial | boolean | yes | – |
| deadline | – | yes | – |
| decisionDraftStored | boolean | yes | – |
| forecastNeed | string | yes | – |
| humanReviewUrl | string | yes | – |
| liveResearch | boolean | yes | – |
| missingInputs | array | yes | – |
| nextAction | object | yes | – |
| ok | boolean | yes | – |
| prohibitedDownstreamActionDetected | boolean | yes | – |
| questionDraft | – | yes | – |
| quotaConsumed | boolean | yes | – |
| readyForPreflight | boolean | yes | – |
| resolutionSource | – | yes | – |
| scanned | boolean | yes | – |
| stored | boolean | yes | – |
No examples provided.
test_forecast_schema Test CrowdGap forecast schema ~66
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campaign | string | – | Optional anonymous campaign token. |
| Name | Type | Req | Description |
|---|---|---|---|
| attribution | object | yes | – |
| audit | object | yes | – |
| billable | boolean | yes | – |
| conversion | object | yes | – |
| demo | boolean | yes | – |
| forecast | object | yes | – |
| forecastId | string | yes | – |
| generated | boolean | yes | – |
| liveResearch | boolean | yes | – |
| ok | boolean | yes | – |
| request | object | yes | – |
| usage | null | yes | – |
No examples provided.
How do I install the CrowdGap AI Probability Research MCP server?
CrowdGap AI Probability Research is a hosted endpoint at https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · crowdgap-pilot.super-myna-7255.chatgpt.site
claude mcp add --transport http site-chatgpt-super-myna-7255-crowdgap-pilot-prob 'https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0'
What is the CrowdGap AI Probability Research MCP server?
CrowdGap AI Probability Research is an MCP server listed in the public MCP registry as site.chatgpt.super-myna-7255.crowdgap-pilot/probability-res…. AI-agent probability research with one-call preflight and human-gated XRP activation. This page covers its hosted endpoint (https://crowdgap-pilot.super-myna-7255.chatgpt.site/api/mcp?source=official_mcp_registry&campaign=registry_2_0_0).
Is the CrowdGap AI Probability Research MCP server safe to use?
CrowdGap AI Probability Research scores 86 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the CrowdGap AI Probability Research MCP server expose?
CrowdGap AI Probability Research exposes 12 tools: get_crowdgap_offer, get_public_forecast, get_live_forecast_starters, scan_plan_for_uncertainty, evaluate_crowdgap_fit, and 7 more. Their descriptions and schemas cost roughly 1,288 tokens of context every time the server is loaded.
Does the CrowdGap AI Probability Research MCP server require authentication?
No. We connected to CrowdGap AI Probability Research without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the CrowdGap AI Probability Research MCP server still maintained?
CrowdGap AI Probability Research is still listed as active in the MCP registry. We last reached this channel on 7 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What did VerifyMCP test on the CrowdGap AI Probability Research MCP server?
VerifyMCP ran 14 checks on CrowdGap AI Probability Research, covering TLS certificate, Authorization, HTTPS, HSTS header and 10 more. Supply Chain Security and Provenance & Transparency do not apply to a hosted endpoint, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.