Xpersona

Crawler Summary

@m4ykeldev/notebooklm-mcp answer-first brief

MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation 🧠 NotebookLM MCP Server Unlock the Power of Google NotebookLM Directly in Your AI Workflow $1 $1 Stop switching tabs. Stop manual copy-pasting. **NotebookLM MCP** brings the full potential of $1 to your terminal, IDE, and AI assistants (Claude, Cursor, VS Code). With **32+ specialized tools**, you can now automate notebook management, source ingestion, deep research, and studio-quality content generation—all without Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@m4ykeldev/notebooklm-mcp is best for mcp, notebooklm, google workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 89/100

@m4ykeldev/notebooklm-mcp

MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation 🧠 NotebookLM MCP Server Unlock the Power of Google NotebookLM Directly in Your AI Workflow $1 $1 Stop switching tabs. Stop manual copy-pasting. **NotebookLM MCP** brings the full potential of $1 to your terminal, IDE, and AI assistants (Claude, Cursor, VS Code). With **32+ specialized tools**, you can now automate notebook management, source ingestion, deep research, and studio-quality content generation—all without

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

M4yk3ldev

Artifacts

0

Benchmarks

0

Last release

0.1.23

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/m4yk3ldev/notebooklm-mcp.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

M4yk3ldev

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

5

Snippets

0

Languages

typescript

Executable Examples

bash

npx -y @m4ykeldev/notebooklm-mcp serve

bash

npm install -g @m4ykeldev/notebooklm-mcp
notebooklm-mcp serve

bash

notebooklm-mcp auth

json

{
  "mcpServers": {
    "notebooklm": {
      "command": "npx",
      "args": ["-y", "@m4ykeldev/notebooklm-mcp", "serve"]
    }
  }
}

bash

# Set a custom query timeout
notebooklm-mcp serve --query-timeout 60000

# Manage authentication tokens
notebooklm-mcp auth --show-tokens

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation 🧠 NotebookLM MCP Server Unlock the Power of Google NotebookLM Directly in Your AI Workflow $1 $1 Stop switching tabs. Stop manual copy-pasting. **NotebookLM MCP** brings the full potential of $1 to your terminal, IDE, and AI assistants (Claude, Cursor, VS Code). With **32+ specialized tools**, you can now automate notebook management, source ingestion, deep research, and studio-quality content generation—all without

Full README

🧠 NotebookLM MCP Server

Unlock the Power of Google NotebookLM Directly in Your AI Workflow

NPM Version License: MIT

Stop switching tabs. Stop manual copy-pasting. NotebookLM MCP brings the full potential of Google NotebookLM to your terminal, IDE, and AI assistants (Claude, Cursor, VS Code).

With 32+ specialized tools, you can now automate notebook management, source ingestion, deep research, and studio-quality content generation—all without leaving your development environment.

✨ Features that Empower You

  • 🚀 Smart Authentication: Zero-friction login with automated cookie extraction.
  • 🔄 Invisible Refresh: Background session restoration keeps you connected without interruptions.
  • 📚 Total Notebook Control: Create, list, rename, and analyze notebooks programmatically.
  • 🌐 Seamless Ingestion: Add URLs, YouTube videos, Google Drive docs, or raw text as sources.
  • 🔬 Automated Research: Trigger Deep Research tasks and import discovered insights instantly.
  • 🎨 Studio Content: Generate Audio Overviews, infographics, slide decks, and briefing docs on the fly.

⚡ Quick Start

1. Install & Run

npx -y @m4ykeldev/notebooklm-mcp serve

Or install globally:

npm install -g @m4ykeldev/notebooklm-mcp
notebooklm-mcp serve

2. Smart Authentication (Zero Friction)

Authenticating is now a "magical" experience. No more manual cookie hunting.

notebooklm-mcp auth
  • How it works: A dedicated, secure Chrome profile opens.
  • Persistence: Log in once, and the session is saved.
  • Automation: The server automatically detects your session and synchronizes cookies.
  • Reliability: If your session expires, the server effortlessly restores it in the background.

Prefer the old way? Use notebooklm-mcp auth --manual for traditional copy-paste extraction.

🤖 Integrate with Your Favorite Tools

Claude Desktop / Claude Code

Add this to your mcpServers configuration:

{
  "mcpServers": {
    "notebooklm": {
      "command": "npx",
      "args": ["-y", "@m4ykeldev/notebooklm-mcp", "serve"]
    }
  }
}

Cursor / VS Code

  1. Open MCP Settings.
  2. Add a new server named NotebookLM.
  3. Set type to command and use: npx -y @m4ykeldev/notebooklm-mcp serve.

🛠 Available Tools (32)

📔 Notebooks

| Tool | Description | | :--- | :--- | | notebook_list | Overview of all your notebooks. | | notebook_create | Start a new project instantly. | | notebook_get | Dive deep into a specific notebook's metadata. | | notebook_describe | Get an AI-generated summary of your entire notebook. |

📄 Sources

| Tool | Description | | :--- | :--- | | notebook_add_url | Ingest web pages or YouTube transcripts. | | notebook_add_drive | Connect your Google Drive documents. | | source_describe | Instant AI analysis and keywords for any source. | | source_get_content | Extract raw text for downstream processing. |

🧪 Research & Query

| Tool | Description | | :--- | :--- | | research_start | Launch Web or Drive research tasks (Fast or Deep). | | notebook_query | Ask complex questions grounded in your sources. | | research_import | Bring research findings directly into your notebook. |

🎬 Studio (Content Generation)

| Tool | Description | | :--- | :--- | | audio_overview_create | Turn sources into a professional podcast. | | report_create | Generate Briefing Docs, Study Guides, or Blog Posts. | | slide_deck_create | Create presenter-ready slides from your data. | | infographic_create | Visualize information automatically. |

⚙️ Advanced Usage

# Set a custom query timeout
notebooklm-mcp serve --query-timeout 60000

# Manage authentication tokens
notebooklm-mcp auth --show-tokens

🛡 Disclaimer & Security

  • Security First: Your cookies are stored locally at ~/.notebooklm-mcp/auth.json and never shared.
  • Unofficial: This project is not affiliated with Google. It utilizes internal RPC endpoints (batchexecute) and is subject to changes in NotebookLM's web API.

📄 License

Distributed under the MIT License.

Built with ❤️ for the AI developer community using the Model Context Protocol.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Agent hubMore from this sourceMCP agents
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T05:23:21.172Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "notebooklm",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "google",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "model-context-protocol",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:notebooklm|supported|profile capability:google|supported|profile capability:ai|supported|profile capability:model-context-protocol|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "M4yk3ldev",
    "href": "https://github.com/m4yk3ldev/notebooklm-mcp#readme",
    "sourceUrl": "https://github.com/m4yk3ldev/notebooklm-mcp#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:17:15.487Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:17:15.487Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/m4yk3ldev/notebooklm-mcp",
    "sourceUrl": "https://github.com/m4yk3ldev/notebooklm-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:17:15.487Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-m4yk3ldev-notebooklm-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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