Wakapi (WakaTime Alternative) MCP Server for LangChainGive LangChain instant access to 4 tools to Get Stats, Get Summaries, List Projects, and more
GDPR Free for SubscribersLangChain is the leading Python framework for composable LLM applications. Connect Wakapi (WakaTime Alternative) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The Wakapi (WakaTime Alternative) MCP Server for LangChain is a standout in the Productivity category — giving your AI agent 4 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"wakapi-wakatime-alternative": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Wakapi (WakaTime Alternative), show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 Wakapi (WakaTime Alternative) MCP Server
Connect your Wakapi instance to any AI agent to monitor your development workflow through natural conversation. Wakapi is a self-hosted, open-source alternative to WakaTime that tracks your coding activity across different editors and languages.
LangChain's ecosystem of 500+ components combines seamlessly with Wakapi (WakaTime Alternative) through native MCP adapters. Connect 4 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Coding Statistics — Retrieve detailed stats including languages, editors, and operating systems used over various time ranges using
get_stats. - Activity Summaries — Fetch granular summaries of your work for specific date ranges or individual projects with
get_summaries. - Project Listing — View all projects you have tracked time for using
list_projectsto keep your portfolio or billable hours organized. - Heartbeat Tracking — Manually send coding activity heartbeats via
send_heartbeatsto ensure your timeline is always accurate.
The Wakapi (WakaTime Alternative) MCP Server exposes 4 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 4 Wakapi (WakaTime Alternative) tools available for LangChain
When LangChain connects to Wakapi (WakaTime Alternative) through Vinkius, your AI agent gets direct access to every tool listed below — spanning coding-stats, time-tracking, wakatime, 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.
Get stats on Wakapi (WakaTime Alternative)
Retrieve coding statistics for a user
Get summaries on Wakapi (WakaTime Alternative)
Retrieve a detailed summary of activity
List projects on Wakapi (WakaTime Alternative)
List all projects tracked by the user
Send heartbeats on Wakapi (WakaTime Alternative)
Provide a heartbeat object or an array of heartbeat objects. Send coding activity heartbeats to Wakapi
Connect Wakapi (WakaTime Alternative) to LangChain via MCP
Follow these steps to wire Wakapi (WakaTime Alternative) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Wakapi (WakaTime Alternative) MCP Server
LangChain provides unique advantages when paired with Wakapi (WakaTime Alternative) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Wakapi (WakaTime Alternative) MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Wakapi (WakaTime Alternative) queries for multi-turn workflows
Wakapi (WakaTime Alternative) + LangChain Use Cases
Practical scenarios where LangChain combined with the Wakapi (WakaTime Alternative) MCP Server delivers measurable value.
RAG with live data: combine Wakapi (WakaTime Alternative) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Wakapi (WakaTime Alternative), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Wakapi (WakaTime Alternative) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Wakapi (WakaTime Alternative) tool call, measure latency, and optimize your agent's performance
Example Prompts for Wakapi (WakaTime Alternative) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Wakapi (WakaTime Alternative) immediately.
"Show my coding stats for the last 7 days."
"List all my projects tracked in Wakapi."
"Get a summary of my activity from 2023-10-01 to 2023-10-07."
Troubleshooting Wakapi (WakaTime Alternative) MCP Server with LangChain
Common issues when connecting Wakapi (WakaTime Alternative) to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersWakapi (WakaTime Alternative) + LangChain FAQ
Common questions about integrating Wakapi (WakaTime Alternative) MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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