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WakaTime (Coding Stats) MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 14 tools to Create External Duration, Create Heartbeat, Get All Time Since Today, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect WakaTime (Coding Stats) through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Ask AI about this MCP Server for OpenAI Agents SDK

The WakaTime (Coding Stats) MCP Server for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 14 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="WakaTime (Coding Stats) Assistant",
            instructions=(
                "You help users interact with WakaTime (Coding Stats). "
                "You have access to 14 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from WakaTime (Coding Stats)"
        )
        print(result.final_output)

asyncio.run(main())
WakaTime (Coding Stats)
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<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 WakaTime (Coding Stats) MCP Server

Connect your WakaTime account to any AI agent to analyze your coding habits, track project progress, and monitor productivity goals through natural conversation.

The OpenAI Agents SDK auto-discovers all 14 tools from WakaTime (Coding Stats) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries WakaTime (Coding Stats), another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Coding Statistics — Get summarized stats for specific ranges (7 days, 30 days, etc.) or your all-time total coding time.
  • Project Tracking — List all projects detected by your IDE plugins and see daily summaries of activity per project.
  • Goal Monitoring — Check your progress on custom coding goals and retrieve specific details for individual targets.
  • Activity Analysis — Inspect raw heartbeats and duration blocks to understand exactly when and how you are working.

The WakaTime (Coding Stats) MCP Server exposes 14 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 14 WakaTime (Coding Stats) tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to WakaTime (Coding Stats) through Vinkius, your AI agent gets direct access to every tool listed below — spanning coding-stats, time-tracking, developer-productivity, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

create

Create external duration on WakaTime (Coding Stats)

Create activity from an external app

create

Create heartbeat on WakaTime (Coding Stats)

Create a raw coding activity ping

get

Get all time since today on WakaTime (Coding Stats)

Get total time logged since account creation

get

Get goal on WakaTime (Coding Stats)

Get a specific user-defined coding goal

get

Get stats on WakaTime (Coding Stats)

Get summarized coding statistics for a given range

list

List commits on WakaTime (Coding Stats)

List of commits for a project with time spent on each

list

List custom rules on WakaTime (Coding Stats)

Get rules to modify or delete coding activity based on patterns

list

List durations on WakaTime (Coding Stats)

Get coding activity joined into blocks based on keystroke timeout

list

List external durations on WakaTime (Coding Stats)

g., Google Calendar). Get activity created from external apps

list

List goals on WakaTime (Coding Stats)

List user-defined coding goals and their progress

list

List heartbeats on WakaTime (Coding Stats)

Get raw coding activity pings from IDE plugins

list

List projects on WakaTime (Coding Stats)

List of projects detected for the user

list

List summaries on WakaTime (Coding Stats)

Get daily totals of coding activity

update

Update custom rules on WakaTime (Coding Stats)

Update rules to modify or delete coding activity

Connect WakaTime (Coding Stats) to OpenAI Agents SDK via MCP

Follow these steps to wire WakaTime (Coding Stats) into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 14 tools from WakaTime (Coding Stats)

Why Use OpenAI Agents SDK with the WakaTime (Coding Stats) MCP Server

OpenAI Agents SDK provides unique advantages when paired with WakaTime (Coding Stats) through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

WakaTime (Coding Stats) + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the WakaTime (Coding Stats) MCP Server delivers measurable value.

01

Automated workflows: build agents that query WakaTime (Coding Stats), process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries WakaTime (Coding Stats), another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through WakaTime (Coding Stats) tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query WakaTime (Coding Stats) to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for WakaTime (Coding Stats) in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with WakaTime (Coding Stats) immediately.

01

"Show me my coding stats for the last 7 days."

02

"What are my current coding goals and how am I doing?"

03

"Give me a summary of my coding activity for yesterday."

Troubleshooting WakaTime (Coding Stats) MCP Server with OpenAI Agents SDK

Common issues when connecting WakaTime (Coding Stats) to OpenAI Agents SDK through Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

WakaTime (Coding Stats) + OpenAI Agents SDK FAQ

Common questions about integrating WakaTime (Coding Stats) MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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