ScholarNet — Study Plan & Thesis Tools
https://scholar.0xpi.com/api/mcp ↗
Description
Free AI study tools: generate a personalized study plan or essay thesis statements.
What our measurements say
ScholarNet — Study Plan & Thesis Tools is a remote MCP server published at scholar.0xpi.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 926 ms, a delay an agent will notice. It offers a narrow, focused set of 8 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are descriptive and indicate their primary function.
- Descriptions include context for when tools should be used (e.g., 'when a student needs a thesis').
Weaknesses
- Some descriptions are truncated or incomplete (e.g., 'generate_study_plan' ends mid-sentence).
- Parameters in 'generate_citation' include many optional fields without clear guidance on prioritization.
- Lack of explicit error handling details for required parameters (e.g., missing email).
generate_study_plan— Description truncated mid-sentence ('planning th')ask_ai_tutor— Description ends abruptly ('a tok')generate_citation— Excessive optional parameters may confuse users about required vs. optional fields.
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 208ms → warm 209ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
generate_study_planCreate a personalized week-by-week study plan for a student from their syllabus, exam topics, or a description of what they need to study. Requires the student’s email (the plan is sent/saved to it). Returns the plan summary and a shareable link. Free. Use it when a student asks for help planning their studying or exam prep.
syllabusstringrequiredemailstringrequired
generate_thesis_statementGenerate strong thesis statement options for an essay from a topic, the essay type (argumentative, expository, analytical, compare-contrast), and an optional stance. Requires the student’s email. Free. Use it when a student needs a thesis or essay direction.
topicstringrequiredessayTypestringpositionstringemailstringrequired
generate_citationGenerate a formatted citation for a source in five styles (APA, MLA, Chicago, Harvard, IEEE) from the source type and details. Requires a student email. Free. Use it when a student needs to cite a book, journal article, website, or other source for an essay or paper.
typestringrequiredtitlestringrequiredauthorsarrayyearstringurlstringpublisherstringjournalstringvolumestringissuestringpagesstringemailstringrequired
ask_ai_tutorAsk the ScholarNet AI Tutor a question and get a step-by-step explanation, on the connected student account (counts toward their plan). Use for "explain X", "help me understand Y", or homework/concept questions. Requires the student to have connected their ScholarNet account to this assistant (a token from ScholarNet Settings).
questionstringrequiredsubjectstring
generate_quizGenerate a practice quiz on a topic for the connected student, saved to their ScholarNet account. Requires a connected ScholarNet account.
topicstringrequirednumQuestionsintegerdifficultystring
generate_flashcardsGenerate a set of study flashcards from a topic or from pasted notes, saved to the connected student ScholarNet account. Requires a connected ScholarNet account.
topicstringnotesstringcountinteger
list_my_flashcardsList the connected student saved flashcard sets in ScholarNet. Requires a connected ScholarNet account.
list_my_quizzesList the connected student saved quizzes in ScholarNet. Requires a connected ScholarNet account.
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Modern
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[](https://mcpmetrics.io/servers/com-0xpi-scholar-study-tools)<a href="https://mcpmetrics.io/servers/com-0xpi-scholar-study-tools"><img src="https://mcpmetrics.io/badge/com.0xpi.scholar/study-tools/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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