Can my agent grade my content drafts in real-time?

Yes. Provide the report ID and your content text. The agent calls Clearscope's NLP engine to return an exact SEO grade (from A++ to F), identifying which terms you've covered and which ones are missing for optimal ranking.

How can I extract the structural outline of my top search competitors?

Use the 'get_outline' tool. Your agent will fetch the H2 and H3 heading hierarchies from the top-ranking results for your keyword, helping you understand the document structure needed to compete on Google.

Does the agent help with keyword research and traffic volume?

Absolutely. The 'get_keyword_research' tool provides search volume, CPC, and competitiveness data directly from Clearscope's database. This allows your agent to suggest target keywords based on actual market demand.

Clearscope MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Clearscope
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Clearscope as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

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Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="clearscope_agent",
    instruction=(
        "You help users interact with Clearscope "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Clearscope MCP Server

Connect your Clearscope account to any AI agent and take full control of your search discoverability through natural conversation.

Google ADK natively supports Clearscope as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

SEO Reports — Create and list content reports to audit your topical authority and search performance
Content Grading — Grade your drafts in real-time using advanced NLP to reach A++ status and outrank competitors
Keyword Research — Identify traffic limits, CPC, and competitiveness for any keyword in the Clearscope database
SERP Analysis — Extract competitor outlines, analyze term frequencies, and audit the top 30 Google results
Content Briefs — Generate structural outlines and briefs with target word counts and required semantic topics
Workspace Management — Navigate between different organizational workspaces to isolate your content projects

The Clearscope MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Clearscope to Google ADK via MCP

Follow these steps to integrate the Clearscope MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from Clearscope via MCP

Why Use Google ADK with the Clearscope MCP Server

Google ADK provides unique advantages when paired with Clearscope through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Clearscope

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Clearscope tools with BigQuery, Vertex AI, and Cloud Functions

Clearscope + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Clearscope MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Clearscope and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Clearscope tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Clearscope regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Clearscope

Clearscope MCP Tools for Google ADK (10)

These 10 tools become available when you connect Clearscope to Google ADK via MCP:

create_report

Provision a highly-available async parsing boundary running SERP execution hooks

get_brief

Identify explicit instructions resolving writing boundaries

get_keyword_research

Identify explicit Cloud calculations tracking theoretical Google traffic limits

get_outline

Extracts structural string arrays resolving AI-nested content hierarchies limit

get_report_details

Perform structural extraction of properties driving active NLP scoring boundaries

grade_content

Retrieve the exact structural matching verifying text against mapped NLP bounds

list_competitors

Identify precise active arrays spanning native SERP competitor links

list_reports

Identify bounded logical arrays managing top-level Clearscope content SEO reports

list_terms

Extracts explicitly attached NLP bounding variables organizing term frequencies

list_workspaces

Retrieve the root identity mappings bounding specific organizational containers

Example Prompts for Clearscope in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Clearscope immediately.

"Create a new Clearscope report for the keyword 'best AI tools 2024'"

"Grade this content draft against report 'report_123': [content text]"

"Show me the competitor outline for the keyword report 'report_456'"

Troubleshooting Clearscope MCP Server with Google ADK

Common issues when connecting Clearscope to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Clearscope + Google ADK FAQ

Common questions about integrating Clearscope MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.