ai.demanddiscovery/mcp
Demand Discovery AI
ai.demanddiscovery/mcp costs 4 999 tokens of context per session. It has 10 tool definitions. That is 2.5 % of a 200k window. Measured 2026-10-03.
Validate startup ideas with real people asking for them, each quote linked to its source.
alive probed 2026-10-03 · HTTP 200
10tools
5.0ktokens for the tool definitions
2.5 %of a 200k context window
1.2 sto initialize
119 msto list tools
- Endpoint
- https://mcp.demanddiscovery.ai/api/mcp (streamable-http)
- Host
- mcp.demanddiscovery.ai
- Protocol
- 2025-11-25
- Reports itself as
- demand-discovery-ai 1.3.26
- Capabilities
- tools
- Instructions
- 3 534 characters
- Website
- https://demanddiscovery.ai
- Registry
- active, updated 2026-08-30 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| start_demand_report | 1 589 | 32 % |
| validate_real_demand | 785 | 16 % |
| ask_demand_discovery | 725 | 15 % |
| start_agentic_launch | 422 | 8 % |
| get_demand_report_status | 316 | 6 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:26 | alive | 1.2 s | 10 | 5.0k |
| 2026-10-03 17:45 | alive | 983 ms | 10 | 5.0k |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.demanddiscovery/mcp)