Install Jentic One Beta
Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the disease.sh 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://jentic.com/install.sh?src=apis&api=%2Fapis%2Fdisease.sh%2Fdisease" | shStep 2: Agent machine
# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Fdisease.sh%2Fdisease" | 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 disease.sh API.
Get global, per-country, and per-continent COVID-19 case totals
Retrieve COVID-19 time series history for a country, province, or US county
Look up COVID-19 vaccine doses administered globally and by country or state
Pull US state and county COVID-19 figures from JHU and NYT sources
Retrieve COVID-19 government-reported and ECDC variant data by country
GET STARTED
Get influenza surveillance data from the CDC
Patterns agents use disease.sh API for, with concrete tasks.
★ Agent-Built Disease Dashboard
An AI agent assembling a public-health dashboard can pull global and per-country COVID-19 totals, historical time series, and vaccine coverage from the disease.sh API in a single pass. Because every endpoint is a public read, the agent can refresh the figures without managing a key.
Get the global COVID-19 totals and the time series for a specific country, then summarize the trend
Country and Region Comparison
Analytics tools can compare COVID-19 totals across countries, continents, US states, and counties using the disease.sh API's geographic endpoints. It aggregates figures from JHU, NYT, and government sources so a comparison does not require querying each source separately.
Retrieve COVID-19 totals for a set of countries and rank them by reported cases
Vaccine and Influenza Tracking
Reporting workflows can track COVID-19 vaccine doses administered by country and state and pull CDC influenza surveillance data from the disease.sh API. This supports seasonal and vaccination monitoring from one open data source.
Get vaccine coverage for a country and the latest CDC influenza-like-illness figures
41 endpoints — jentic publishes the only available openapi specification for the disease.
METHOD
PATH
DESCRIPTION
/v3/covid-19/all
Get global COVID-19 totals
/v3/covid-19/countries
Get COVID-19 totals for all countries
/v3/covid-19/countries/{country}
Get COVID-19 totals for a specific country
/v3/covid-19/historical/{country}
Get COVID-19 time series data for a country
/v3/covid-19/vaccine/coverage
Get global COVID-19 vaccine doses administered
/v3/covid-19/states
Get COVID-19 totals for all US states
/v3/covid-19/jhucsse
Get COVID-19 totals by country and province from JHU
/v3/influenza/cdc/ILINet
Get CDC influenza-like-illness data
/v3/covid-19/all
Get global COVID-19 totals
/v3/covid-19/countries
Get COVID-19 totals for all countries
/v3/covid-19/countries/{country}
Get COVID-19 totals for a specific country
/v3/covid-19/historical/{country}
Get COVID-19 time series data for a country
/v3/covid-19/vaccine/coverage
Get global COVID-19 vaccine doses administered
/v3/covid-19/states
Get COVID-19 totals for all US states
/v3/covid-19/jhucsse
Get COVID-19 totals by country and province from JHU
What agents get from Jentic-routed access to this vendor.
Setup
Wiring the disease.sh API by hand means learning its many geographic and source-specific COVID-19, vaccine, and influenza endpoints and matching countries, states, and counties yourself. Through Jentic you install once, import the disease.sh API from the API Directory, and your agent calls it.
Permission scoping
The disease.sh API is read-only and needs no credential, but a Jentic rule still bounds which operations your agent may call. Limit it to the COVID-19 country and historical lookups it needs, and leave the influenza, vaccine, and variant operations out unless you add them.
Credential isolation
The disease.sh API needs no credential, so there is nothing to inject at call time. When you connect APIs that do require keys through Jentic, those keys are handled by your own Jentic One instance and never enter the agent's prompt, logs, or context.
Intent-based discovery
Agents search Jentic by intent such as 'get COVID-19 totals for a country' or 'get vaccine coverage', and Jentic returns the matching disease.sh operation with its input schema so the agent calls the right endpoint without reading the reference docs.
Alternatives and complements available in the Jentic catalogue.
Specific to using disease.sh API through Jentic.
Why is there no official OpenAPI spec for the disease.sh API?
disease.sh does not publish an OpenAPI specification. Jentic generates and maintains this spec so that AI agents and developers can call the disease.sh API via structured tooling. It is validated against the live API and kept up to date. To run it on your own infrastructure, install Jentic One from its GitHub repo.
Does the disease.sh API require authentication?
No. The disease.sh API is an open, read-only API and its OpenAPI spec declares no authentication, so requests need no key or token. Through Jentic the API behaves the same way, and when you add APIs that do require credentials, those are handled by your own Jentic One instance.
Can I get COVID-19 data for a specific country with the disease.sh API?
Yes. The disease.sh API returns COVID-19 totals and historical time series for a specific country, a set of countries, continents, US states, and counties. It also provides vaccine coverage and influenza surveillance data from sources like JHU, NYT, and the CDC.
What are the rate limits for the disease.sh API?
The OpenAPI spec does not specify rate limits for the disease.sh API. Check the provider's documentation at https://disease.sh/docs for the current limits.
Can I limit what my agent is allowed to do with the disease.sh API?
Yes. Even though the API needs no credential, a Jentic rule still bounds which operations your agent may call. Write a rule that allows only the COVID-19 country and historical lookups the agent needs, and leave the influenza and vaccine operations out unless you add them, and every call it makes is logged.
How do I pull COVID-19 statistics with the disease.sh API through Jentic?
Search Jentic for 'get COVID-19 totals for a country' and it returns the matching disease.sh operation with its input schema. Import the disease.sh API from the Jentic API Directory, and because it needs no credential your agent can call the country, historical, and vaccine operations right away.
Is there a disease.sh MCP server?
You don't need an MCP server to give your agent the disease.sh API. Jentic connects it directly from the API Directory: import it and your agent calls the COVID-19 and influenza operations with no key to manage. Nothing extra loads into the agent's context until an operation is actually used.
Know of an official OpenAPI document? Contribute it →
For Agents
Retrieve open, keyless global disease statistics: COVID-19 totals and history by country and region, vaccine coverage, variant data, and CDC influenza surveillance.
Use for: Get today's global COVID-19 totals, Retrieve COVID-19 cases for a specific country, Find the COVID-19 time series for a country over the last month, Look up vaccine doses administered in a given country
Not supported: Does not handle patient records, appointment scheduling, or medical diagnosis. Use for retrieving public disease statistics such as COVID-19 and influenza data only.
Jentic publishes the only available OpenAPI specification for the disease.sh API, keeping it validated and agent-ready. The disease.sh API serves global disease statistics as open, read-only JSON. It returns COVID-19 case totals and historical time series by country, continent, US state, and county, drawn from JHU, NYT, Apple mobility, and government sources. It also reports COVID-19 vaccine coverage, variant data from the ECDC, and influenza surveillance figures from the CDC.
This API is usable in Jentic One now. Its AI-readiness score against Jentic's framework shows where it stands today and where improvements would make it even easier for agents to use.
/v3/influenza/cdc/ILINet
Get CDC influenza-like-illness data
Base layer of spec validity and structural soundness.
Aggregated quality score from linter diagnostics, weighted by severity.
Percentage of `$ref` references that resolve successfully.
Checks whether the API description parses successfully and conforms to its declared specification (e.g., OpenAPI).
Structural correctness score based on schema issues using logarithmic dampening.
Clarity, completeness, and ingestion readiness for developers and tooling.
How richly the API is illustrated with examples.
Percentage of examples that conform to their schemas.
Percentage of operations with complete response definitions (success, client error, server error).
Health of API ingestion, bundling, and resolution within Jentic pipelines.
Semantic breadth, depth, and agent comprehension for AI systems.
Coverage of descriptions across API elements.
Coverage of RFC 9457 Problem Details for error responses.
Coverage, uniqueness, and casing consistency of operationIds for AI inference.
Coverage of summaries across operations/tags/info.
Functional utility, complexity comfort, and AI orchestration readiness.
Agent comfort level based on API operational and structural complexity.
Trust, risk posture, and security compliance.
Average quality of security schemes based on authentication method strength (weakest link for OAuth2).
Findability, semantic richness, and reasoning readiness.
Clarity and depth of descriptions across API elements.
Score it yourself
Every API in the directory is allowlisted, so you can re-score it with no key required.
npx @jentic/api-scorecard-cli score <openapi-url>