StudyPilot MCP Server (Chanoir999/StudyPilot) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.
Exposes course documents as searchable resources and provides tools for reading, study task management, and source-grounded quiz prompts. Supports hybrid retrieval and integration with DeepSeek-based agents.
Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
Limited view: static analysis for Python is partially covered.
How we verified
Verified is a snapshot. Live keeps it current, and builds your track record.
⚡ Connect GitHub → continuous verification on every pushwhy connect →Who stands behind it
Chanoir999
Source: Glama
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
STUDYPILOT_DEBUG_MCPSTUDYPILOT_TEST_EMBEDDINGSFAISS_DIRSet only when the index must live elsewhere, such as an isolated testFAISS_INDEX_NAMERERANK_ENABLEDRERANK_MODELRERANK_TOP_NDEEPSEEK_API_KEYConfigure and DEEPSEEK_MODEL in .env, then run:DEEPSEEK_BASE_URLDEEPSEEK_MODELConfigure DEEPSEEK_API_KEY and in .env, then run:DEEPSEEK_FALLBACK_MODELSyour-confirmed-fallback-modelDEEPSEEK_TIMEOUT_SECONDSDEEPSEEK_MAX_RETRIESDEEPSEEK_RETRY_BASE_SECONDSDEFAULT_TUTOR_PROVIDEROLLAMA_BASE_URLOLLAMA_API_KEYOLLAMA_TUTOR_MODELOLLAMA_TIMEOUT_SECONDSOLLAMA_MODEL_ARTIFACT_SHA256OLLAMA_RELEASE_GATES_PASSEDmanifest, and =1 are configured;WEB_HOSTWEB_PORTTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
5/5 tools missing one or more hints — search_materials (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_document (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); create_study_task (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool handlers catch errors
Only 2/5 tool handlers wrap calls in try/catch (40%)
Wrap each tool handler body in try/catch and return a structured error response.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
Shell command execution
1 child_process call — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
[](https://m8ven.ai/mcp/chanoir999-studypilot-6z02iy)?variant=verified to the badge URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
https://m8ven.ai/api/mcp/tool-check