io.github.baobabcat/demandscope
DemandScope
Is the DemandScope MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-27.
Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.
alive probed 2026-11-14 · unchanged since 2026-10-27
- Bundle
- https://github.com/baobabcat/demandscope/releases/download/v0.3.0/demandscope.mcpb (MCPB, for a client that installs bundles; probed in a container with the network off)
- Host
- github.com
- Reports itself as
- demandscope 0.3.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 613 tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 667. The o200k_base estimate is 330. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/baobabcat/demandscope
- Registry
- active, updated 2026-08-20 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.86×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| github_trend | 117 | 63 | 19 % |
| hn_trend | 115 | 62 | 19 % |
| github_repo_signal | 106 | 57 | 17 % |
| hn_signal | 106 | 57 | 17 % |
| pypi_downloads | 87 | 47 | 14 % |
Compare this server with others.
More servers
Other registry entries on github.com, the ones next to this name; all of them.
- trello-mcp io.github.avhn/trello-mcp · crashed on start
- Dare io.github.avi-aggarwal14/dare-mcp-server · alive
- showagent io.github.aytzey/showagent · alive
- B2IGE Verify io.github.b2ige2-a11y/b2ige-verify · crashed on start
- Oko io.github.bartlomein/oko · crashed on start
- Vilsem for Power BI io.github.bcsnpc/vilsem-mcp · alive
- Daimonos io.github.beardfaceguy/daimonos · crashed on start
- Polymarket MCP io.github.beejmaxx/polymarket-mcp · crashed on start
Servers that mention validation or attention.
- MainBook Bank Statement Converter ai.mainbook/bank-statement-converter · alive
- ai.plith/plith · alive
- SignalHarness.ai ai.signalharness/mcp · server error
- ai.smithery/DynamicEndpoints-powershell-exec-mcp-server · not found
- Crypto Trends API ai.trendsapi/crypto · alive
- Branddock app.branddock/branddock · needs auth
- Locio Australian addresses au.com.locio/addresses · needs auth
- com.abundanceapis/abundance-apis · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.