Product Hunt MCP
Interacts with Product Hunt trending posts, comments, collections, and users through the GraphQL API.
Delv Safety Grade: B
Score 72/100 · assessed 2026-04-28
Product Hunt MCP is a community-maintained server by solo developer Jai Pandya that wraps Product Hunt's GraphQL API for read-only queries. The server requires a Product Hunt API token and makes outbound network calls to fetch trending posts, comments, collections, and user profiles. Permissions are appropriately scoped to read-only data fetching with no write capabilities or filesystem access. The package is distributed via PyPI with standard installation, though the maintainer appears to be a single individual with limited organisational backing. The repository is open source but documentation is relatively thin. No security incidents are known. The main risk is the single-maintainer bus factor and the need to trust the developer with your Product Hunt API credentials, though the narrow read-only scope limits potential damage.
Lethal Trifecta (prompt-injection exposure)
TWO OF THREESubmissions and comments are user-generated. Posting is outbound.
Green flags
- Read-only API access with no write or destructive capabilities
- Standard PyPI distribution with versioned package
- Open source repository allows code inspection
- Narrow scope limited to Product Hunt data fetching only
- No filesystem or shell access requested
Red flags
- Solo maintainer with no organisational backing or bus factor mitigation
- Requires API token stored in environment variables
- Limited documentation and thin transparency around implementation details
Permissions requested
Install
pip install product-hunt-mcp
PRODUCT_HUNT_TOKENReview
Install this if you regularly track Product Hunt launches or need to pull structured data for analysis. It's a clean, focused tool that does one thing well. Skip it if you're not a regular Product Hunt user or don't need programmatic access to the platform.
Good at
- Saves time by pulling Product Hunt data directly into Claude without tab-switching.
- Structured GraphQL responses make it easy to filter by category, date, or popularity.
- Useful for competitive research and launch tracking workflows.
- Read-only access means no risk of accidental posts or upvotes.
Watch out
- Requires a Product Hunt API token, which adds a setup step.
- Rate limits aren't surfaced clearly, so you'll hit walls without warning.
- Single-maintainer repo means slower updates and community-level support.
- GraphQL responses can feel verbose compared to simpler REST APIs.
Use cases
- launch tracking
- competitor monitoring
- trend research
- maker networking
Getting started
Works with
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