DemandScope
MCPB · DEMANDSCOPE.MCPB · SCANNED AUG 23
Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →
Supply Chain Security13
- Malware scan not yet available for this package.Unverified
- Known CVEs could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.Unverified
- No install/post-install scripts declared.Pass
- Dependency health could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.Unverified
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 2 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability63
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 237 tokens (~39/item across 6 items; 6 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage70
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 11% of tool parameters carry a description.Partial
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
mcpb · demandscope.mcpb
Download bundleEvery 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.
- 20 Aug 26 36
First indexed and scored.
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 23 Aug 2026 · Analysed mcpb/https://github.com/baobabcat/demandscope/releases/download/v0.3.0/demandscope.mcpb
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | mcpb |
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.
github_repo_signal ~39
GitHub repo count and top-star sums for a search query (developer interest / competition proxy).
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | GitHub search query |
No output schema declared.
No examples provided.
github_trend ~49
GitHub repos created in the last N days vs the prior window; growth_ratio > 1 means accelerating supply/interest.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | – |
| window_days | integer | – | – |
No output schema declared.
No examples provided.
hn_signal ~41
Hacker News story count for a query over the last N days (tech-audience attention proxy).
| Name | Type | Req | Description |
|---|---|---|---|
| days | integer | – | – |
| query | string | yes | – |
No output schema declared.
No examples provided.
hn_trend ~47
Hacker News story count for the last N days vs the prior window; growth_ratio > 1 means accelerating attention.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | – |
| window_days | integer | – | – |
No output schema declared.
No examples provided.
npm_downloads ~29
Last-month downloads for an npm package (comparable-product demand).
| Name | Type | Req | Description |
|---|---|---|---|
| package | string | yes | – |
No output schema declared.
No examples provided.
pypi_downloads ~32
Last-month downloads for a PyPI package (comparable-product demand).
| Name | Type | Req | Description |
|---|---|---|---|
| package | string | yes | – |
No output schema declared.
No examples provided.
What is the DemandScope MCP server?
DemandScope is an MCP server listed in the public MCP registry as io.github.baobabcat/demandscope. Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends. This page covers its MCPB bundle (https://github.com/baobabcat/demandscope/releases/download/v0.3.0/demandscope.mcpb).
Is the DemandScope MCP server safe to use?
DemandScope scores 36 out of 100 on VerifyMCP. It declares no install or post-install scripts. 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 DemandScope MCP server expose?
DemandScope exposes 6 tools: github_repo_signal, github_trend, hn_signal, hn_trend, npm_downloads, pypi_downloads. Their descriptions and schemas cost roughly 237 tokens of context every time the server is loaded.
What licence is the DemandScope MCP server under?
DemandScope declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.