malaria-atlas.epidemiology.case_estimates
Get modeled confirmed malaria case counts (P. falciparum or P. vivax) per admin1 region (state/province) and year for a country, covering 1980-2017, alongside total population for that region/year. Use malaria-atlas.country_list first to find a valid ISO3 country code. Data: Malaria Atlas Project...
This record as markdown: /tools/io-github-whiteknightonhorse-apibase/malaria-atlas.epidemiology.case-estimates.md
What malaria-atlas.epidemiology.case_estimates does on Apibase
AI agents call malaria-atlas.epidemiology.case_estimates to retrieve information from Apibase without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
year | integer | — | Filter to a single calendar year (1980-2017). Omit to return all available years. |
limit | integer | — | Maximum number of admin1-region/year rows to return (1-500). Defaults to 50. |
country | string | Yes | ISO3166 alpha-3 country code to get confirmed case estimates for (e.g. "IDN"). |
species | string | Yes | Malaria parasite species: "pf" (Plasmodium falciparum) or "pv" (Plasmodium vivax). |
Parameters from the server's own tool schema.
Why malaria-atlas.epidemiology.case_estimates is rated Low
Retrieves epidemiological data with no side effects or mutations to any system.
From the tool's definition Get modeled confirmed malaria case counts per admin1 region and year for a country
Attacks that exploit this kind of access
The rule that runs malaria-atlas.epidemiology.case_estimates safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Apibase, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For malaria-atlas.epidemiology.case_estimates, this is the rule to start with:
malaria-atlas.epidemiology.case_estimates is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Apibase, apply this rule, and every malaria-atlas.epidemiology.case_estimates call is checked against it from then on.
Questions about malaria-atlas.epidemiology.case_estimates
Get modeled confirmed malaria case counts (P. falciparum or P. vivax) per admin1 region (state/province) and year for a country, covering 1980-2017, alongside total population for that region/year. Use malaria-atlas.country_list first to find a valid ISO3 country code. Data: Malaria Atlas Project GeoServer WFS (data.malariaatlas.org), no auth required. It is categorised as a Read tool in the Apibase MCP Server, which means it retrieves data without modifying state.
malaria-atlas.epidemiology.case_estimates accepts 4 parameters: year, limit, country, species. Required: country, species. The full parameter table on this page comes from the server's own tool schema.
Register the Apibase MCP server in PolicyLayer and add a rule for malaria-atlas.epidemiology.case_estimates: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Apibase. Nothing to install.
malaria-atlas.epidemiology.case_estimates is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the malaria-atlas.epidemiology.case_estimates rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for malaria-atlas.epidemiology.case_estimates. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
malaria-atlas.epidemiology.case_estimates is provided by the Apibase MCP server (apibase-mcp-client). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
More on Apibase, and thousands of servers like it.
This server
Across the catalogue