Sumulige NotebookLM MCP Server
Enables AI agents to query Google NotebookLM directly for accurate, source-based answers, eliminating hallucinations by relying on user-uploaded documents.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
add_notebookPERMISSION REQUIRED — Only when user explicitly asks to add a notebook. ## Conversation Workflow (Mandatory) When the user says: "I have a NotebookLM with X" 1) Ask URL: "What is the NotebookLM URL?" 2) Ask content: "What knowledge is inside?" (1–2 sentences) 3) Ask topics: "Which topics does it c…
list_notebooksget_notebookGet detailed information about a specific notebook by ID
select_notebookSet a notebook as the active default (used when ask_question has no notebook_id). ## When To Use - User switches context: "Let's work on React now" - User asks explicitly to activate a notebook - Obvious task change requires another notebook ## Auto-Switching - Safe to auto-switch if the context i…
update_notebookUpdate notebook metadata based on user intent. ## Pattern 1) Identify target notebook and fields (topics, description, use_cases, tags, url) 2) Propose the exact change back to the user 3) After explicit confirmation, call this tool ## Examples - User: "React notebook also covers Next.js 14" You…
remove_notebookDangerous — requires explicit user confirmation. ## Confirmation Workflow 1) User requests removal ("Remove the React notebook") 2) Look up full name to confirm 3) Ask: "Remove '[notebook_name]' from your library? (Does not delete the actual NotebookLM notebook)" 4) Only on explicit "Yes" → call re…
search_notebooksget_library_statsGet statistics about your notebook library (total notebooks, usage, etc.)
list_sessionsclose_sessionClose a specific session by session ID. Ask before closing if the user might still need it.
reset_sessionget_healthsetup_authre_authcleanup_dataDisclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
When Vitest UI server is listening, arbitrary file can be read and executed
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
Fastify has a Body Schema Validation Bypass via Leading Space in Content-Type Header
Fastify's Content-Type header tab character allows body validation bypass
fastify: request.protocol and request.host Spoofable via X-Forwarded-Proto/Host from Untrusted Connections
AUTO_LOGIN_ENABLEDAUTO_LOGIN_TIMEOUT_MSBROWSER_TIMEOUTexport =60000 # 超时时间（毫秒）HEADLESSexport =false # 显示浏览器窗口LOGIN_EMAILLOGIN_PASSWORDMAX_DELAY_MSMAX_SESSIONSexport =10 # 最大并发会话MIN_DELAY_MSNOTEBOOKLM_DISABLED_TOOLSNOTEBOOKLM_PROFILEexport =minimalNOTEBOOK_CLEANUP_ON_SHUTDOWNNOTEBOOK_CLEANUP_ON_STARTUPNOTEBOOK_CLONE_PROFILENOTEBOOK_CONTENT_TYPESNOTEBOOK_DESCRIPTIONNOTEBOOK_INSTANCE_MAX_COUNTNOTEBOOK_INSTANCE_TTL_HOURSNOTEBOOK_PROFILE_STRATEGY或设置 =isolatedNOTEBOOK_TOPICSNOTEBOOK_URLNOTEBOOK_USE_CASESSESSION_TIMEOUTexport =900 # 会话超时（秒）STEALTH_ENABLEDexport =trueSTEALTH_HUMAN_TYPINGexport =trueSTEALTH_MOUSE_MOVEMENTSSTEALTH_RANDOM_DELAYSTYPING_WPM_MAXexport =240TYPING_WPM_MINexport =160 # 打字速度范围Tool 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
15/15 tools missing one or more hints — add_notebook (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_notebooks (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_notebook (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +12 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 test coverage
Only 0/15 tools referenced in tests (0%)
Write tests that reference each tool by name so every tool has at least one test.
Production dependencies are patched
0 critical, 3 high severity in production deps — @modelcontextprotocol/sdk@1.0.0 (high), fastify@5.7.1 (high)
Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.
Dev dependencies
1 critical/high in dev-only deps (does not ship to users)
Upgrade dev dependencies when convenient.
Dependency freshness
2/12 production deps stale: async-lock@2023-12-22 (2.6y), reflect-metadata@2024-03-29 (2.4y)
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