scholar

Literature review and academic research plugin for Claude.

→ zaynram/scholar · listed on github_topic

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github_topic

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// key findings

✅

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.

configCLAUDE_PLUGIN_DATA

configCLAUDE_PLUGIN_ROOT

configCOWORK_PLUGINS_DIR

configSCHOLAR_BUILD_WIN

configSCHOLAR_BUN_PATH

configSCHOLAR_OLLAMA_CHAT_MODEL

configSCHOLAR_OLLAMA_CHAT_TIMEOUT_MS

configSCHOLAR_OLLAMA_EMBED_MODEL

configSCHOLAR_OLLAMA_EMBED_TIMEOUT_MS

configSCHOLAR_OLLAMA_URL

configSCHOLAR_PACKAGE

configSCHOLAR_PDF_E2E

configSCHOLAR_PDF_ENTRYPOINT

configSCHOLAR_ROOT

configSCHOLAR_RUNTIME_ROOT

configSCHOLAR_UI_HTML

configSCHOLAR_VEC0_PATH

configUI_MINIFY

configUI_OUTDIR

config__dirname

// 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 1 concrete improvement 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/zaynram-scholar-1uk0uq)](https://m8ven.ai/mcp/zaynram-scholar-1uk0uq)

commit: dc5b76902d258cc1532b51c258c7fdf454d59200

code hash: 0de55f3b15509fe190ee578e652ad2b8fd196e36e612a1da0be19867b2f82bb9

verified: 6/9/2026, 10:17:38 AM

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