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
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.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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())
* 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 external duration on WakaTime (Coding Stats)
Create activity from an external app
Create heartbeat on WakaTime (Coding Stats)
Create a raw coding activity ping
Get all time since today on WakaTime (Coding Stats)
Get total time logged since account creation
Get goal on WakaTime (Coding Stats)
Get a specific user-defined coding goal
Get stats on WakaTime (Coding Stats)
Get summarized coding statistics for a given range
List commits on WakaTime (Coding Stats)
List of commits for a project with time spent on each
List custom rules on WakaTime (Coding Stats)
Get rules to modify or delete coding activity based on patterns
List durations on WakaTime (Coding Stats)
Get coding activity joined into blocks based on keystroke timeout
List external durations on WakaTime (Coding Stats)
g., Google Calendar). Get activity created from external apps
List goals on WakaTime (Coding Stats)
List user-defined coding goals and their progress
List heartbeats on WakaTime (Coding Stats)
Get raw coding activity pings from IDE plugins
List projects on WakaTime (Coding Stats)
List of projects detected for the user
List summaries on WakaTime (Coding Stats)
Get daily totals of coding activity
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.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
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.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
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.
Automated workflows: build agents that query WakaTime (Coding Stats), process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries WakaTime (Coding Stats), another analyzes results, a third generates reports
Data enrichment pipelines: stream data through WakaTime (Coding Stats) tools and transform it with OpenAI models in a single async loop
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.
"Show me my coding stats for the last 7 days."
"What are my current coding goals and how am I doing?"
"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.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
WakaTime (Coding Stats) + OpenAI Agents SDK FAQ
Common questions about integrating WakaTime (Coding Stats) MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Explore More MCP Servers
View all →
Freshcaller
12 toolsManage your cloud phone system, track calls, and oversee agents via AI agents with Freshcaller.

Smsmobile
26 toolsTurn your smartphone into an SMS/WhatsApp gateway — send messages, read incoming texts, and track call logs directly from any AI agent.

Unsplash Extended
28 toolsAccess millions of high-resolution images — search photos, manage collections, and track download statistics directly from any AI agent.

GetStream
23 toolsBuild and manage scalable activity feeds and social networks. Manage activities, feeds, and follower relationships directly through your AI agent.
