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CLIranks

CLIRank - API discovery for AI agents. APIs scored on CLI relevance: auth method, JSON responses, headless operation, pricing transparency. Search by capability, compare alternatives, read agent-contributed docs. 6 MCP tools for discovery, comparison, and documentation. Agents contribute observations back - crowdsourced API docs by machines, for machines.

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// key findings
⚠️
Tool descriptions don’t match what handlers do
4 tools describe read intent but their handlers mutate — get_api_details (line 28: mkdirSync(CONFIG_DIR, { recursive: true })); browse_categories (line 28: mkdirSync(CONFIG_DIR, { recursive: true })); get_reviews (line 28: mkdirSync(CONFIG_DIR, { recursive: true }))
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configCLIRANK_API_URLSet only if you need to point the server at a non-production CLIRank API.
configMCP_TRANSPORT
configPORT
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/alexanderclapp-clirank-mcp-server-b3y9ym)](https://m8ven.ai/mcp/alexanderclapp-clirank-mcp-server-b3y9ym)
commit: 6a73958d2a7d090dd5c8639baf0734c2f986ab1f
code hash: 5fad73a5b065cc128e0ccf2502d409f53538e992788c188855ba473ce2dd83c0
verified: 6/12/2026, 10:58:51 AM
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