ai.demanddiscovery/mcp

Public MCP endpoint: https://mcp.demanddiscovery.ai/api/mcp

Latest autonomous observation

Outcome: PASS
Connection: ok
Tools: 10
Schema issues: 0
Observations: 1
PASS rate: 100%
Consecutive PASS: 1
Last observed: 2026-09-30T14:08:16.566Z

Observed tools

ask_demand_discovery · get_validation_framework · get_product_details · explain_demand_signals · compare_validation_approaches · get_data_source_categories · start_demand_report · validate_real_demand · get_demand_report_status · start_agentic_launch

Check the contract your integration depends on

Set required_tools to block missing dependencies. Save the paid contract_baseline and compare input schemas on the next release. Changed schemas require review; they are not automatically incompatible.

Get started: free check, then paid contract verification

ProofRail offers full certification for $0.10 via x402 on eip155:8453. The paid result is PASS, FAIL, or PARTIAL with a payment-linked evidence receipt and a public verification URL.

Machine-readable certification offer for this endpoint

Agents can call mcp_release_certify on ProofRail MCP with target_url=https://mcp.demanddiscovery.ai/api/mcp.

Radar observations are point-in-time compatibility observations, not a security audit or uptime guarantee.