How to Use the Dev.to (Forem Developer Community API) MCP in Google ADK

Q: How do I configure Dev.to (Forem Developer Community API) tools in Google ADK?

Install the SDK using pip install google-adk and initialize McpToolset with your Vinkius HTTP URL. Pass this toolset into your LlmAgent constructor to expose endpoints like listmyarticles from the MCP Server to Gemini.

Q: Can I restrict which Dev.to (Forem Developer Community API) tools are exposed to Google ADK?

Yes, you can use the toolnames filter when setting up your McpToolset to limit agent access. This prevents Gemini from accidentally calling destructive administrative tools like unpublisharticle while still allowing read operations like listcomments.

Q: How does Gemini's long context benefit my Dev.to (Forem Developer Community API) management on Google ADK?

Gemini can ingest your entire historical catalog via listmyallarticles along with months of comments from listcomments in a single prompt. This allows the model to write highly contextual updates with updatearticle that match your historical tone.

Feed BigQuery community metrics directly into Gemini using Google ADK to programmatically manage your Dev.to presence.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Dev.to (Forem Developer Community API) MCP to Google ADK

Create your Vinkius account to connect Dev.to (Forem Developer Community API) to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Dev.to (Forem Developer Community API) with Google ADK

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Deep content planning with Google ADK

The Dev.to (Forem Developer Community API) MCP Server gives your Google ADK agents direct access to developer community data. Gemini parses thousands of lines of raw feedback from `list_comments` inside its massive one-million-token context window to map out your next article. Once Gemini identifies a gap in your content, it calls `create_article` to publish a highly targeted technical guide. Moving data between Forem and your LLM requires zero custom glue code because the Google ADK toolset handles the transport out of the box.

Connecting BigQuery data to Dev.to actions

This MCP Server lets you bridge enterprise data warehouses with developer relations tasks. Running a BigQuery SQL query allows your agent to identify your most popular product features and use `list_my_articles` to see which Dev.to posts need updates. If a popular feature is missing from your tutorials, the agent uses `update_article` to inject the new code snippets. Your community documentation stays synchronized with actual database metrics without manual developer intervention.

Tracking organization-wide community impact

Google ADK allows you to run macro-level analysis across entire engineering teams using this MCP Server. Calling `list_organization_users` maps out your team members so the agent can track their individual contributions with `list_organization_articles`. Aggregated performance metrics feed directly into Vertex AI to generate weekly developer relations reports. If an article performs exceptionally well, the agent triggers `toggle_reaction` or flags it for a featured newsletter slot.

Setup guide

Set up Dev.to (Forem Developer Community API) MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Dev.to (Forem Developer Community API) tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Dev.to (Forem Developer Community API)_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Dev.to (Forem Developer Community API) tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Dev.to. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Dev.to (Forem Developer Community API) now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Dev.to (Forem Developer Community API) MCP in Google ADK

Install the SDK using `pip install google-adk` and initialize `McpToolset` with your Vinkius HTTP URL. Pass this toolset into your `LlmAgent` constructor to expose endpoints like `list_my_articles` from the MCP Server to Gemini.

Yes, you can use the `tool_names` filter when setting up your `McpToolset` to limit agent access. This prevents Gemini from accidentally calling destructive administrative tools like `unpublish_article` while still allowing read operations like `list_comments`.

Gemini can ingest your entire historical catalog via `list_my_all_articles` along with months of comments from `list_comments` in a single prompt. This allows the model to write highly contextual updates with `update_article` that match your historical tone.

Absolutely, you can build an agent that monitors your Google Cloud SQL database for inventory changes and updates your Forem campaigns. The agent uses `list_display_ads` to check active banners and `update_display_ad` to swap creatives based on live performance.

Your Forem API key is stored in the Vinkius vault and injected into the ephemeral V8 sandbox during execution. Google ADK only sees the secure tools like `get_me` and never has direct access to the raw credential string.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript