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Scholar MCP ProPriyam/Scholar-MCPA local MCP server that allows users to search Google Scholar for academic papers by topic, author, and year range without requiring API keys. It utilizes web scraping to provide paginated results for research and academic exploration through natural language.
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Hasn't been around long. Nothing caught our attention, but there isn't much history to go on yet.
Time indexed (5mo)
0 toolsRemote / HTTP5mo indexed
Checked Apr 18, 2026
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First indexed Apr 18, 2026
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Tools catalogued
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Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
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Not verified
Not yet verified by the Official MCP Registry.
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No liveness checks recorded yet.
Not listed on the Official MCP Registry.
Source repository is available for review.
Environment variables (8)?
SCHOLAR_TIMEOUTstring OPTIONAL default: 20
HTTP timeout in seconds
PYTHONUNBUFFEREDstring OPTIONAL default: 1
Force stdout and stderr to be unbuffered.
SCHOLAR_MIN_DELAYstring OPTIONAL default: 1.2
Minimum delay between requests (seconds)
SCHOLAR_PROXY_URLstring OPTIONAL
HTTP/HTTPS proxy URL
SCHOLAR_USER_AGENTstring OPTIONAL default: Chrome-like UA
User-Agent header for requests
Show all 8 environment variables SCHOLAR_MAX_RETRIESstring OPTIONAL default: 2
Retry attempts on failure
SCHOLAR_MAX_PAGE_SIZEstring OPTIONAL default: 20
Max results per request
SCHOLAR_RETRY_BACKOFFstring OPTIONAL default: 1.5
Backoff multiplier between retries
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