pipeworx-universitiesSearch worldwide universities by name or country and retrieve their names, locations, domains, and website URLs.
Install via ClawdBot CLI:
clawdbot install b-gutman/pipeworx-universitiesGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://gateway.pipeworx.io/universities/mcpCalls external URL not in known-safe list
https://gateway.pipeworx.io/universities/mcpAI Analysis
The skill sends user queries to an external API (pipeworx.io) which is consistent with its stated purpose of searching universities, but the endpoint is not from a known, vetted provider and its data handling practices are undocumented. While no overt malicious patterns like credential harvesting or obfuscation are present, the external data flow creates a low-level privacy risk due to lack of transparency.
Audited Apr 18, 2026 · audit v1.0
Generated May 13, 2026
Recruitment agencies or universities can use this tool to search for institutions by name or country, compiling a global directory to identify potential partner universities or target schools for student exchange programs. This streamlines the research process for expanding international reach.
IT service providers can verify official domains and web pages of universities worldwide by searching with country or name filters. This helps in whitelisting legitimate educational domains for email or network security policies.
Researchers can search for universities in a specific country to find potential collaborators or institutions with relevant expertise. The tool provides quick access to official contact domains, facilitating outreach for joint projects.
EdTech companies can use the search to identify universities in target markets, analyze their web presence, and tailor marketing campaigns. For example, searching 'country: Japan' yields a list of universities for localized product launches.
Employers or credential evaluation services can cross-check university names, domains, and countries to verify the legitimacy of educational claims. Searching by exact name ensures accuracy in background checks.
Offer basic search functionality (by name or country) for free, with rate limits. Charge a subscription for higher query limits or additional filters like state/province or combined criteria. Revenue comes from monthly or annual subscription fees.
Package the university data as a dataset for bulk licensing to CRM providers or HR platforms. Charge per record or a flat annual fee for access to the entire database with regular updates.
Charge enterprise clients per API call, with volume discounts. This model suits companies with sporadic but high-value needs, like background check firms that query hundreds of universities occasionally.
💬 Integration Tip
The MCP endpoint is straightforward: simply send a POST request with the tool name 'search_universities' and arguments as name and/or country. Start with a single filter to test, then combine both for precise results.
Scored May 13, 2026
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