76Score
TradingView MCP (atilaahmettaner)atilaahmettaner/tradingview-mcpA community MCP server for screeners and multi-timeframe analysis, self-hosted free or as a paid hosted version.
★ 5.2k stars · Beginner · updated 2026-10
Connect Your AI deep dive
Financial Datasets MCP Review | Wall Street Statements Inside Your AI Chat
Financial Datasets MCPfinancial-datasets/mcp-serverFinancial Datasets MCP is a small open-source plug that lets an AI assistant like 
Claude pull company financial statements, stock prices, news, and crypto prices from the 
Financial Datasets data service. It is one of the easiest ways for a beginner to stop an AI from guessing at numbers. The catch: you need a Financial Datasets API key, which is a paid data service, and the server code has not been updated since June 2025.
Think of it as giving your AI assistant a library card to a financial data library, so it reads the actual 10-K numbers instead of reciting them from memory.
FullStack Alpha Editorial Team
Reviewed by Jay Rocco, Chief Editor
What Is Financial Datasets MCP and What Does It Actually Do?
Ask a chatbot for 
Apple's latest quarterly revenue and you may get a confident number from its training data that is a year out of date. Financial Datasets MCP fixes that specific problem. An MCP server is a plug that lets an AI assistant like Claude read data or use an app, and this one connects Claude to the Financial Datasets API, a commercial market data service.
The README lists a tight set of tools. For stocks: income statements, balance sheets, cash flow statements, current price, historical prices, and company news. For crypto: a list of available tickers, current prices, and historical prices. That is it. No order placement, no broker connection, no trading. It is read-only research plumbing.
The Financial Datasets website says its data covers more than 27,000 stock tickers and 30-plus years of fundamentals, along with SEC filings, insider trades, and other metrics. Those extra datasets exist on the service, but this server's README exposes only the statements, prices, news, and crypto tools listed above. If you need insider trades in chat, this repo does not wire them up.
Here is the market truth. Bad decisions rarely come from missing data anymore. They come from fuzzy data dressed up as fact. A tool that forces the AI to cite real statements is a quiet upgrade to your process. It will not tell you what to buy, and that is a feature.
How does that look in practice? Ask Claude to compare the last four quarters of cash flow for two companies, and Financial Datasets MCP fetches the statements while the AI lays them side by side. Ask for a stock's 2024 price history and company news, and you get both in one answer. The README's own example prompts cover Apple income statements, 
Tesla's current price, and 
Microsoft's 2024 price history.
Community Score
50 / 100
- Adoption · How many people starred it
- 20.2 / 30
- Maintenance · How recently the code was updated
- 3 / 25
- Community sentiment · What traders say on Reddit and Hacker News
- 8 / 20
- Builder activity · How many people built their own copy
- 8.9 / 15
- License clarity · Whether you are clearly allowed to use it
- 10 / 10
GitHub data checked 2026. Community read: not enough independent discussion yet.
- Stars
- 2,315
- Forks (people who built on it)
- 349
- Written in
- Python
- License
- MIT
- Last update
- 2025-06-05
- Markets
- Stocks
- Skill level
- Beginner
Works with
Is Financial Datasets MCP Right for You?
Good fit if you are
- Long-term investors who want Claude to pull real income statements and balance sheets while they research a company.
- Beginners who want a simple, read-only MCP server with no risk of placing an accidental trade.
- Builders prototyping an AI research assistant who need clean fundamentals without writing a data pipeline.
Skip it if you are
- You want something that trades. Financial Datasets MCP only reads data.
- You need a maintained codebase. The server code has had no pushes since June 2025.
- You do not want to pay for a data subscription. The server is free, but the data key comes from a commercial service.
The jargon, in plain English
- MCP server
- A plug that lets an AI assistant like Claude read data from, or take actions in, another app.
- API key
- A password your code uses to request data from a service.
- Income statement
- A company's report card for revenue, costs, and profit over a period.
- Balance sheet
- A snapshot of what a company owns, what it owes, and what is left for shareholders.
- Cash flow statement
- A record of actual cash moving in and out, which is harder to dress up than profit.
- uv
- A fast Python tool that installs packages and runs scripts in a clean environment.
What Do Traders Say About Financial Datasets MCP?
Financial Datasets MCP has over 2,300 GitHub stars and roughly 350 forks (copies people make to build on), which signals real interest from builders. Public discussion is a different story. We found a single 
Hacker News submission with zero comments and no useful Reddit threads.
So the stars say developers bookmarked it, often as a reference example of a clean finance MCP server. The silence says few people are writing about long-term use. Combined with no code updates since June 2025, the Community Score lands at middling: strong adoption, weak maintenance, insufficient sentiment.
What they like
- Simple, readable codebase that is easy to learn from
- Read-only, so no risk of accidental trades
- Covers the three core financial statements plus prices and news
- MIT license
What they complain about
- Single Hacker News submission with zero comments
- No code updates since June 2025
- Requires a paid third-party data key
How Do You Set Up Financial Datasets MCP Safely?
Plain steps, fake money first. Keep your keys in a private settings file, never pasted into the code.
- 01Install Python 3.10 and uvThe README requires
Python 3.10 or higher and the uv package manager, with install scripts for macOS, Linux, and Windows. - 02Clone the repoDownload the code from
GitHub and open the project folder. - 03Create an environment and install dependenciesUse uv to create a virtual environment, activate it, and add the mcp and httpx packages, following the README commands.
- 04Put your key in the .env fileCopy .env.example to .env and set FINANCIAL_DATASETS_API_KEY there. Keep the key out of code and never commit the .env file.
- 05Connect Claude DesktopAdd a financial-datasets entry to claude_desktop_config.json that points uv at the project folder and server.py, then restart Claude Desktop.
- 06Test with a known numberAsk for a company's recent income statement and check one figure against the company's own filing. Trust, then verify.
What Do You Need to Run Financial Datasets MCP?
A Financial Datasets API key
Every tool fetches data from the Financial Datasets service, which needs a key. It is a commercial data provider with paid plans.
An MCP-capable AI client
The README walks through Claude Desktop setup. Other MCP clients can run the same server.
Claude DesktopPython 3.10 or newer with uv
The server is a Python script launched through uv.
Pythonuv
What Are the Risks of Using Financial Datasets MCP?
Stale code
No pushes since June 2025. If the Financial Datasets API changes, nobody may update this server to match.
Paid data dependency
The repo is free, but the data is not. Your access depends on a third-party subscription and its terms.
Narrow tool set
Only statements, prices, news, and crypto prices are exposed, even though the data service offers more. You may outgrow it fast.
AI can still misread good data
Real numbers in, wrong conclusion out is still possible. Check key figures against the original filing before acting.
News is not analysis
The company news tool returns headlines and articles. An AI summarizing a burst of headlines can overweight noise, which is exactly the trap disciplined investors try to avoid.
Keep reading across FullStack Alpha
- AIStockTradingBots.comAlpaca MCP server, set up step by step →
- AIStockTradingBots.comTradingView MCP for Claude, explained →
- AIStockTradingBots.comQuantConnect MCP guide →
- AIStockTradingBots.comRobinhood MCP and AI agents →
- AIStockPickerApps.comAI tools with APIs and MCP servers →
- AIStockPickerApp.comClaude prompts for traders →
Not ready to run code yourself? Our hands-on AI stock tool reviews on AIStockPickerApp.com score finished products on five pillars, the AI stock tools directory at AIStockPickerApps.com sorts 200+ tools by the job they do, and AIStockTradingBots.com walks through broker APIs, bot setup and backtesting step by step. Or head back to the Trading Workflows home page to match tools to your own routine and budget.
What Are the Best Financial Datasets MCP Alternatives?
- 76ScoreTradingView MCP (atilaahmettaner)atilaahmettaner/tradingview-mcp
72Score
TradingView MCP (tradesdontlie)tradesdontlie/tradingview-mcpConnects Claude Code to TradingView Desktop for chart reading and Pine Script work.
★ 7.0k stars · Intermediate · updated 2026-10
70Score
Alpaca MCP Serveralpacahq/alpaca-mcp-serverAlpaca's official MCP server. Ask an AI assistant to check positions or place paper trades in plain English.
★ 1.0k stars · Beginner · updated 2026-10
ChatGPTShould You Use Financial Datasets MCP? Our Verdict
Financial Datasets MCP does one job well: it puts real company financials inside an AI conversation with almost no setup drama. For a beginner who wants Claude to stop guessing at revenue and debt figures, it is one of the cleanest read-only options on GitHub, and its 2,300-plus stars show builders agree.
Compare it with the broker-connected MCP servers in this directory. Those can move money, so they need dry runs, approval prompts, and caps. Financial Datasets MCP cannot place an order at all. For a reader who wants AI help with research and zero chance of a fat-finger trade, that limitation is the selling point.
The honest catch is maintenance and cost. The code has gone quiet, and the data comes from a paid service. Use Financial Datasets MCP as a research upgrade, keep a habit of checking one number against the source filing, and treat the AI as an analyst intern, not the portfolio manager.
More Financial Datasets MCP Questions, Answered
What is Financial Datasets MCP?
Financial Datasets MCP is an open-source MCP server that lets Claude and other AI assistants pull income statements, balance sheets, cash flow statements, stock prices, company news, and crypto prices from the Financial Datasets API.
Is Financial Datasets MCP free?
The server code is free under the MIT license. The data requires a Financial Datasets API key, which is a commercial service with paid plans, so check their pricing page before you commit.
Does Financial Datasets MCP work with Claude Desktop?
Yes. The README gives a step-by-step Claude Desktop config. After a restart, the tools appear in Claude's tools menu.
Can Financial Datasets MCP place trades?
No. It is read-only. It fetches financial statements, prices, news, and crypto prices, and it has no broker connection.
Is Financial Datasets MCP still maintained?
The repo has had no code pushes since June 2025. It still serves as a clear working example, but expect to fix any breakage yourself.