For Agents
Pull stock, forex, crypto, commodities, economic, and technical-indicator data from Alpha Vantage via a single /query endpoint that switches dataset by function parameter, authenticated with an apikey in the query string.
Install Jentic One Beta
Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the Alpha Vantage API, or any other public or private API you need. You set the rules, the agent never sees your credentials, and every call is logged.
Two steps, two machines. Install the instance in a safe environment, then register your agent from wherever it runs.
Step 1: Jentic One Host machine
# On the machine that will host your Jentic One instance:
curl -fsSL https://raw.githubusercontent.com/jentic/jentic-one/main/tools/install.sh | shStep 2: Agent machine
# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL https://raw.githubusercontent.com/jentic/jentic-one/main/tools/install.sh | sh
jentic register # connects your agent to your Jentic One instanceJentic One is in public beta. The setup above keeps your agent separate from the instance, which is what you want before using real credentials: an agent running as the same OS user as Jentic One can read its stored keys directly. Just evaluating? A single local install is fine to start. See the secure deployment guide for the tiers.
What an agent can do with Alpha Vantage API.
Pull intraday and daily OHLC bars for a stock symbol via the TIME_SERIES_INTRADAY and TIME_SERIES_DAILY functions
Retrieve realtime and historical forex rates for a currency pair
Fetch crypto exchange rates and OHLC histories for major digital assets
GET STARTED
Use for: Get the current stock price for AAPL, Pull daily OHLC bars for TSLA over the last year, Retrieve the EUR-USD forex rate right now, Compute the 14-period RSI for MSFT
Not supported: Read-only retrieval of market and economic data over REST: the spec exposes a single GET /query operation, so it carries no operations for placing orders, holding assets, or opening a streaming connection.
Jentic publishes the only available OpenAPI specification for Alpha Vantage API, keeping it validated and agent-ready. Alpha Vantage exposes free and premium market-data endpoints for stocks, options, forex, crypto, commodities, economic indicators, and over 50 technical indicators, all served from a single /query path that selects the dataset via a 'function' parameter. Authentication is by apikey query string, and the catalogue spans realtime quotes, historical OHLC, fundamentals, news sentiment, and macro series. The API is widely used for trading research, dashboarding, and lightweight backtesting.
Compute over 50 technical indicators server-side, including RSI, MACD, and Bollinger Bands
Read company fundamentals, earnings, balance sheets, and cash flow statements
Query macroeconomic indicators such as CPI, GDP, and treasury yields
Retrieve news and sentiment scores tied to symbols or topics
Patterns agents use Alpha Vantage API for, with concrete tasks.
★ Trading Research and Backtesting
Quants and retail traders pull historical OHLC, technical indicators, and fundamentals from Alpha Vantage to feed research notebooks and lightweight backtests. Because every dataset routes through the single /query endpoint, the integration is one HTTP client plus a function-parameter dispatcher. The free tier covers most prototyping; production research uses a premium key for higher throughput.
Call GET /query with function=TIME_SERIES_DAILY_ADJUSTED, symbol=AAPL, outputsize=full, and apikey to retrieve adjusted daily bars, then compute returns in the agent.
Forex and Crypto Rate Conversion
Finance and accounting teams use Alpha Vantage to fetch exchange rates for currency conversion in invoicing, expense management, and reporting. The CURRENCY_EXCHANGE_RATE and DIGITAL_CURRENCY_DAILY functions cover both fiat pairs and crypto pairs, and the documentation's own examples run from USD to JPY and from BTC to EUR. End-of-day reporting is well served by the default historical data a free key returns.
Call GET /query with function=CURRENCY_EXCHANGE_RATE, from_currency=USD, to_currency=EUR, and apikey, then store the rate against today's reporting date.
Economic Indicator Dashboards
Macro analysts pull Alpha Vantage's economic indicator endpoints (CPI, real GDP, treasury yield curve, federal funds rate) into BI dashboards to track US economic conditions. The series come back already cleaned and time-stamped, so dashboards refresh on a single scheduled call per indicator.
Call GET /query with function=CPI, interval=monthly, and apikey, then upsert the latest reading into the macro dashboard's CPI table.
AI Agent Market Research via Jentic
An AI research agent built on Jentic resolves natural-language requests like 'how has TSLA moved this week and what's the news sentiment?' to two Alpha Vantage calls (TIME_SERIES_INTRADAY and NEWS_SENTIMENT) without the agent ever needing to memorise the function-parameter catalogue. Jentic isolates the apikey in your Jentic One instance.
Search Jentic for 'get a stock price and news sentiment', load the /query schema with function=TIME_SERIES_INTRADAY and function=NEWS_SENTIMENT, and execute both for the requested ticker.
1 endpoints — jentic publishes the only available openapi specification for alpha vantage api, keeping it validated and agent-ready.
METHOD
PATH
DESCRIPTION
/query
Single dispatcher endpoint for stocks, forex, crypto, fundamentals, indicators, and economic data
/query
Single dispatcher endpoint for stocks, forex, crypto, fundamentals, indicators, and economic data
Three things that make agents converge on Jentic-routed access.
Credential isolation
Your Alpha Vantage API key is stored once, encrypted, by your own Jentic One instance and injected at execution time. It never enters the agent's prompt, logs, or context.
Intent-based discovery
Agents search Jentic by intent such as 'get daily stock time series' or 'look up an economic indicator', and Jentic returns the matching Alpha Vantage operation with its input schema so the agent calls the right endpoint without browsing the reference docs.
Time to first call
Alternatives and complements available in the Jentic catalogue.
Specific to using Alpha Vantage API through Jentic.
Why is there no official OpenAPI spec for Alpha Vantage API?
Alpha Vantage does not publish an OpenAPI specification. Jentic generates and maintains this spec so that AI agents and developers can call Alpha Vantage API via structured tooling. It is validated against the live API and kept up to date. Get started with Jentic One, the self-hosted execution layer.
What authentication does the Alpha Vantage API use?
Alpha Vantage uses an apikey passed as a query string parameter on every /query request. Through Jentic, the key is stored encrypted in your Jentic One instance and injected into the URL at execution time, so the apikey never appears in agent prompts.
Can I get realtime stock quotes with the Alpha Vantage API?
Call GET /query with function=GLOBAL_QUOTE and the symbol parameter for a latest-trading-day quote, or function=TIME_SERIES_INTRADAY with interval=1min for intraday bars. Freshness is controlled by the entitlement parameter: the documentation states that with entitlement unset historical data is returned, while entitlement=realtime and entitlement=delayed return realtime and 15-minute delayed intraday series. Alpha Vantage's support page describes realtime and 15-minute delayed US market data as premium-only, so plan for the historical series on a free key.
What are the rate limits for the Alpha Vantage API?
Alpha Vantage's support page documents the free tier at 25 API requests per day, and states unlimited API requests for verified open-source or educational projects. Premium plans are sold by per-minute throughput starting at 75 requests/min, and the premium page states 'No daily limits' for them. Alpha Vantage can report a problem inside a 200 response body instead of an HTTP error status, so read the JSON body as well as the status code.
How do I pull a stock price through Jentic?
Install self-hosted Jentic One from github.com/jentic/jentic-one and register your agent machine, then import the Alpha Vantage API from the Jentic API Directory and store your API key once. Ask for 'get a stock price' and the agent calls GET /query with function=GLOBAL_QUOTE and symbol=AAPL, with your own instance injecting the apikey at execution time so it never reaches the prompt.
Is the Alpha Vantage API free?
Yes, there is a free tier. The support page documents 25 API requests per day and describes it as covering the majority of Alpha Vantage's datasets. A paid plan raises per-minute throughput and unlocks the functions the documentation marks Premium, such as Realtime Options, Realtime Bulk Quotes, and the Index Data APIs, along with the realtime and 15-minute delayed US market data the support page describes as premium-only.
Is there an Alpha Vantage MCP server?
Yes. Alpha Vantage publishes an official Alpha Vantage MCP Server at mcp.alphavantage.co, with source at github.com/alphavantage/alpha_vantage_mcp, and its README covers connecting Claude, ChatGPT, Cursor, and VS Code by authorising your Alpha Vantage API key. You can also connect the Alpha Vantage API directly through Jentic: your agent reaches the same GET /query surface without loading another server's tool definitions into its context, operations are discovered on demand, your rules decide which operations it may call, and connecting the next API is an import rather than a further install and authorisation.
Can I limit what my agent is allowed to do with the Alpha Vantage API?
Yes, at the operation level. Alpha Vantage gives you exactly one operation to grant or withhold, the read-only GET /query, so with self-hosted Jentic One the question is whether your agent may call it at all, and there are no write or trading operations to leave out. Note that the dataset is chosen by the function query parameter and not by a distinct URL path, so a method-and-path rule cannot single out individual function values: treat access to GET /query as access to every data series it can reach. Your API key stays in your own instance rather than the agent's prompt.