Tencent Docs MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Tencent Docs as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="tencent_docs_agent",
instruction=(
"You help users interact with Tencent Docs "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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 Tencent Docs MCP Server
Empower your AI agent to orchestrate your collaborative production with Tencent Docs, the premier office workspace for real-time collaboration. By connecting Tencent Docs to your agent, you transform complex file operations and spreadsheet management into a natural conversation. Your agent can instantly list your documents, create new files, retrieve spreadsheet data, and even monitor collaborators without you ever needing to navigate the web interface. Whether you are managing team reports or complex financial models, your agent acts as a real-time productivity assistant, keeping your workspace organized and your data accessible.
Google ADK natively supports Tencent Docs 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
- File Orchestration — List all accessible documents, sheets, and slides across your Tencent Docs account.
- Spreadsheet Control — Retrieve and update values in specific ranges within your sheets with ease.
- Content Access — Retrieve the full text content of your documents for analysis and summarization.
- Collaboration Monitoring — List file collaborators and manage access insights for your team.
- Organization Overview — Access member lists to ensure effective coordination within your organization.
The Tencent Docs 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 Tencent Docs to Google ADK via MCP
Follow these steps to integrate the Tencent Docs 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 Tencent Docs via MCP
Why Use Google ADK with the Tencent Docs MCP Server
Google ADK provides unique advantages when paired with Tencent Docs 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 Tencent Docs
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 Tencent Docs tools with BigQuery, Vertex AI, and Cloud Functions
Tencent Docs + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Tencent Docs MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Tencent Docs and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Tencent Docs tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Tencent Docs regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Tencent Docs
Tencent Docs MCP Tools for Google ADK (10)
These 10 tools become available when you connect Tencent Docs to Google ADK via MCP:
create_file
Create a new document
delete_file
Delete a document
get_doc_content
Get document content
get_file_info
Get file metadata
get_org_members
List organization members
get_sheet_data
Read spreadsheet data
list_collaborators
List file collaborators
list_files
List all Tencent Docs files
list_folders
List all folders
update_sheet_data
Update spreadsheet data
Example Prompts for Tencent Docs in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Tencent Docs immediately.
"List all my documents on Tencent Docs."
"Read the values from 'Inventory!A1:B10' in spreadsheet 'doc-8821'."
"Create a new document titled 'Project Kickoff Notes'."
Troubleshooting Tencent Docs MCP Server with Google ADK
Common issues when connecting Tencent Docs to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkTencent Docs + Google ADK FAQ
Common questions about integrating Tencent Docs MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect Tencent Docs to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.