com.mambabuilt/mcp-product-hunt-launches-feed
NPM · @MAMBALABSDEV/MCP-PRODUCT-HUNT-LAUNCHES-FEED
Daily Product Hunt launches with makers, website, company domain, votes, and topics
Available components
Last scanned (7 hours ago)
Scores higher than 35% of npm servers
Category News and Social
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 → Why this is hard to score →
Supply Chain Security98
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 30 of 92 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
- 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 5 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability62
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 459 tokens (~459/item across 1 items; 1 tools + 0 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 Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 1 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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.
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.
- 31 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 30 Oct 26 53
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 5 Nov 2026 · Analysed npm/@mambalabsdev/mcp-product-hunt-launches-feed@1.0.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Dependencies 92 packages
| Packages resolved | 92 |
|---|---|
| Stale | 30 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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 →
get_product_hunt_launches Get Product Hunt launches ~459
Get the Product Hunt launches of the days you pick, one flat row per launch: name, tagline, daily rank, votes, comments, topics, maker names with their headlines, maker profile links, the product's website and company domain, and its X and LinkedIn links, plus one free summary row per day. Filter by topic, keyword, or minimum votes; only_new returns only launches an earlier run did not. Public pages are read through the Apify proxy with robots.txt obeyed; an optional Product Hunt developer token of your own reads the daily lists from the official API and adds unfeatured launches. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN and is billed per launch row.
| Name | Type | Req | Description |
|---|---|---|---|
| dates | array | – | Specific launch days as YYYY-MM-DD, up to 31. |
| days_back | – | – | The last N full days, in Product Hunt's day (Pacific time). 1 is yesterday. Default 1. Ignored when dates is set. |
| include_today | boolean|string | – | Also read today's list, which is still filling. Default false. |
| include_unfeatured | boolean|string | – | Needs product_hunt_token. Also return unfeatured launches. Default false. |
| keywords | array | – | Words to find in the launch name, tagline, or topics. |
| max_charge_usd | string | – | Optional. The run stops before a charge that would pass this amount. |
| max_launches | – | – | Launch rows per run. Default 100. |
| min_votes | – | – | Keep launches with at least this many votes. Default 0. |
| only_new | boolean|string | – | Skip launches an earlier run with the same state_key returned (free). Default false. |
| open_product_pages | boolean|string | – | Read each product page for website, domain, makers, and socials. Default true. |
| product_hunt_token | string | – | Optional. Your own Product Hunt developer token, for the official API route. Never stored or logged. |
| state_key | string | – | Optional name for the only new launches memory. |
| topics | array | – | Product Hunt topics by name or slug, for example Artificial Intelligence, developer-tools. |
No output schema declared.
No examples provided.
How do I install the com.mambabuilt/mcp-product-hunt-launches-feed server?
com.mambabuilt/mcp-product-hunt-launches-feed runs locally as an npm package, launched with npx -y @mambalabsdev/mcp-product-hunt-launches-feed. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @mambalabsdev/mcp-product-hunt-launches-feed
claude mcp add com-mambabuilt-mcp-product-hunt-launches-feed -- npx -y @mambalabsdev/mcp-product-hunt-launches-feed
What is the com.mambabuilt/mcp-product-hunt-launches-feed server?
com.mambabuilt/mcp-product-hunt-launches-feed is listed in the public MCP registry as com.mambabuilt/mcp-product-hunt-launches-feed. Daily Product Hunt launches with makers, website, company domain, votes, and topics. This page covers its npm package (@mambalabsdev/mcp-product-hunt-launches-feed).
Is the com.mambabuilt/mcp-product-hunt-launches-feed server safe to use?
com.mambabuilt/mcp-product-hunt-launches-feed scores 68 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. 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 com.mambabuilt/mcp-product-hunt-launches-feed server expose?
com.mambabuilt/mcp-product-hunt-launches-feed exposes 1 tool: get_product_hunt_launches. Their descriptions and schemas cost roughly 459 tokens of context every time the server is loaded.
Is the com.mambabuilt/mcp-product-hunt-launches-feed server still maintained?
com.mambabuilt/mcp-product-hunt-launches-feed is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the com.mambabuilt/mcp-product-hunt-launches-feed server under?
com.mambabuilt/mcp-product-hunt-launches-feed declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.