Tumblr MCP Server for Google ADKGive Google ADK instant access to 5 tools to Get Blog Avatar, Get Blog Info, Get Post, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Tumblr as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this App Connector for Google ADK
The Tumblr app connector for Google ADK is a standout in the Productivity category — giving your AI agent 5 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="tumblr_agent",
instruction=(
"You help users interact with Tumblr "
"using 5 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 Tumblr MCP Server
Connect your Tumblr account to any AI agent and simplify how you manage your blogs, discover trending content, and track social interactions through natural conversation.
Google ADK natively supports Tumblr as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 5 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
- Blog Insights — Retrieve general metadata and avatar details for any Tumblr blog using its name or hostname.
- Content Discovery — List and search for the latest posts across the entire Tumblr platform matching specific tags.
- Post Management — List published posts from specific blogs, optionally filtering by type (text, photo, quote, etc.).
- Individual Tracking — Fetch complete data for specific posts to analyze engagement or content details.
- Social Oversight — Monitor your microblogging presence and discover new creators directly from the agent.
The Tumblr MCP Server exposes 5 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.
All 5 Tumblr tools available for Google ADK
When Google ADK connects to Tumblr through Vinkius, your AI agent gets direct access to every tool listed below — spanning blogging, content-discovery, social-networking, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Get the avatar URL for a blog
g., "officialtumblr"). Get information about a Tumblr blog
Get details for a specific post
List posts for a specific blog
Search posts by tag
Connect Tumblr to Google ADK via MCP
Follow these steps to wire Tumblr into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
Why Use Google ADK with the Tumblr MCP Server
Google ADK provides unique advantages when paired with Tumblr 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 Tumblr
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 Tumblr tools with BigQuery, Vertex AI, and Cloud Functions
Tumblr + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Tumblr MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Tumblr and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Tumblr tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Tumblr regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Tumblr
Example Prompts for Tumblr in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Tumblr immediately.
"Show me the latest posts tagged with 'illustration'."
"List all photo posts from the blog 'officialtumblr'."
"Get information about the blog 'staff'."
Troubleshooting Tumblr MCP Server with Google ADK
Common issues when connecting Tumblr to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkTumblr + Google ADK FAQ
Common questions about integrating Tumblr MCP Server with Google ADK.