Ghostfolio (Investment Tracker) MCP Server for LangChainGive LangChain instant access to 9 tools to Create Account, Create Activity, Delete Activity, and more
LangChain is the leading Python framework for composable LLM applications. Connect Ghostfolio (Investment Tracker) 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 Ghostfolio (Investment Tracker) MCP Server for LangChain is a standout in the Productivity category — giving your AI agent 9 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import 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({
"ghostfolio-investment-tracker": {
"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 Ghostfolio (Investment Tracker), 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 Ghostfolio (Investment Tracker) MCP Server
Connect your Ghostfolio instance to any AI agent to monitor your net worth and manage your investment portfolio through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Ghostfolio (Investment Tracker) through native MCP adapters. Connect 9 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
- Portfolio Performance — Get high-level summaries of your portfolio's performance and statistics.
- Holdings & Valuations — Retrieve detailed lists of current holdings with real-time market valuations.
- Activity Tracking — Record new transactions (BUY, SELL, DIVIDEND, INTEREST, FEE) or delete existing ones.
- Account Management — List, create, and update your investment accounts directly.
- Market Data — Fetch the latest market prices for any asset symbol supported by Ghostfolio.
The Ghostfolio (Investment Tracker) MCP Server exposes 9 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 9 Ghostfolio (Investment Tracker) tools available for LangChain
When LangChain connects to Ghostfolio (Investment Tracker) through Vinkius, your AI agent gets direct access to every tool listed below — spanning wealth-management, portfolio-tracking, investment-analysis, 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 account on Ghostfolio (Investment Tracker)
Provide the account details as a JSON payload. Create a new investment account
Create activity on Ghostfolio (Investment Tracker)
Create a new investment activity
Delete activity on Ghostfolio (Investment Tracker)
Delete a specific activity
Get market data price on Ghostfolio (Investment Tracker)
Get the latest price for a specific symbol
Get portfolio holdings on Ghostfolio (Investment Tracker)
Get current holdings and their valuations
Get portfolio summary on Ghostfolio (Investment Tracker)
Get a summary of the portfolio performance
List accounts on Ghostfolio (Investment Tracker)
List all investment accounts
List activities on Ghostfolio (Investment Tracker)
) from Ghostfolio. Retrieve a list of all activities
Update account on Ghostfolio (Investment Tracker)
Update account details
Connect Ghostfolio (Investment Tracker) to LangChain via MCP
Follow these steps to wire Ghostfolio (Investment Tracker) 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 Ghostfolio (Investment Tracker) MCP Server
LangChain provides unique advantages when paired with Ghostfolio (Investment Tracker) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Ghostfolio (Investment Tracker) 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 Ghostfolio (Investment Tracker) queries for multi-turn workflows
Ghostfolio (Investment Tracker) + LangChain Use Cases
Practical scenarios where LangChain combined with the Ghostfolio (Investment Tracker) MCP Server delivers measurable value.
RAG with live data: combine Ghostfolio (Investment Tracker) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Ghostfolio (Investment Tracker), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Ghostfolio (Investment Tracker) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Ghostfolio (Investment Tracker) tool call, measure latency, and optimize your agent's performance
Example Prompts for Ghostfolio (Investment Tracker) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Ghostfolio (Investment Tracker) immediately.
"Give me a summary of my portfolio performance."
"List all my investment accounts in Ghostfolio."
"Record a purchase of 10 shares of AAPL at $185.50 in my Main Brokerage account."
Troubleshooting Ghostfolio (Investment Tracker) MCP Server with LangChain
Common issues when connecting Ghostfolio (Investment Tracker) to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersGhostfolio (Investment Tracker) + LangChain FAQ
Common questions about integrating Ghostfolio (Investment Tracker) 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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