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STDIO or Streamable HTTP.","maintainers":[{"name":"cyanheads","email":"casey@caseyjhand.com"}],"readme":"
\n

@cyanheads/who-gho-mcp-server

\n

Query WHO Global Health Observatory data — 3,059 indicators across 194 member states with country, region, year, and sex filters via MCP. STDIO or Streamable HTTP.\n

6 Tools • 4 Resources
\n

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\n\n[![Version](https://img.shields.io/badge/Version-0.3.5-blue.svg?style=flat-square)](./CHANGELOG.md) [![License](https://img.shields.io/badge/License-Apache%202.0-orange.svg?style=flat-square)](./LICENSE) [![Docker](https://img.shields.io/badge/Docker-ghcr.io-2496ED?style=flat-square&logo=docker&logoColor=white)](https://github.com/users/cyanheads/packages/container/package/who-gho-mcp-server) [![MCP SDK](https://img.shields.io/badge/MCP%20SDK-^2.0.0-green.svg?style=flat-square)](https://modelcontextprotocol.io/) [![npm](https://img.shields.io/npm/v/@cyanheads/who-gho-mcp-server?style=flat-square&logo=npm&logoColor=white)](https://www.npmjs.com/package/@cyanheads/who-gho-mcp-server) [![TypeScript](https://img.shields.io/badge/TypeScript-^7.0.2-3178C6.svg?style=flat-square)](https://www.typescriptlang.org/) [![Bun](https://img.shields.io/badge/Bun-v1.4.0-blueviolet.svg?style=flat-square)](https://bun.sh/)\n\n
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\n\n[![Install in Claude Desktop](https://img.shields.io/badge/Install_in-Claude_Desktop-D97757?style=for-the-badge&logo=anthropic&logoColor=white)](https://github.com/cyanheads/who-gho-mcp-server/releases/latest/download/who-gho-mcp-server.mcpb) [![Install in Cursor](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en/install-mcp?name=who-gho-mcp-server&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBjeWFuaGVhZHMvd2hvLWdoby1tY3Atc2VydmVyIl19) [![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_Server-0098FF?style=for-the-badge&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect?url=vscode:mcp/install?%7B%22name%22%3A%22who-gho-mcp-server%22%2C%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40cyanheads%2Fwho-gho-mcp-server%22%5D%7D)\n\n[![Framework](https://img.shields.io/badge/Built%20on-@cyanheads/mcp--ts--core-67E8F9?style=flat-square)](https://www.npmjs.com/package/@cyanheads/mcp-ts-core)\n\n**Public Hosted Server:** [https://who-gho.caseyjhand.com/mcp](https://who-gho.caseyjhand.com/mcp)\n\n
\n\n---\n\n## Overview\n\nWHO Global Health Observatory (GHO) data — 3,059 indicators across 194 member states. Search the indicator catalog, discover country, region, income-group, and sex filter dimensions, and query data rows from any MCP client. Runs as a stdio process, a local Streamable HTTP server, or the public hosted endpoint above.\n\n### Tools\n\n| Tool | Description |\n|:---|:---|\n| `who_search_indicators` | Search the GHO indicator catalog by keyword in indicator names |\n| `who_list_indicators` | Browse the full indicator catalog with pagination |\n| `who_get_indicator_metadata` | Fetch indicator names and supported filter dimensions for up to 10 codes |\n| `who_list_dimensions` | List all dimension type codes available in the GHO API |\n| `who_list_dimension_values` | List valid codes and labels for a dimension type (COUNTRY, REGION, SEX, etc.) |\n| `who_query_indicator_data` | Query data rows for an indicator with spatial, temporal, and dimension filters |\n\n### Resources\n\n| Resource | Description |\n|:---|:---|\n| `who://indicator/{indicatorCode}/metadata` | Indicator name and supported filter dimensions for a single code |\n| `who://dimension/{dimensionCode}/values` | First 100 values for a dimension type |\n| `who://dimension/{dimensionCode}/values{?limit,offset}` | One explicit page of a dimension type's values |\n| `who://dimension/{dimensionCode}/values{?limit,offset,parentCode}` | One explicit page, narrowed to a parent code |\n\nEach mirrors data also reachable via `who_get_indicator_metadata` and `who_list_dimension_values` — useful for clients that inject resources as context but don't call tools.\n\n## Capability reference\n\n### `who_search_indicators` tool\n\n- Substring match on indicator names — try terms like `\"life expectancy\"`, `\"immunization\"`, `\"mortality\"`, `\"diabetes\"`, or `\"HIV\"`\n- Returns indicator codes and display names for use with `who_query_indicator_data`\n- Offset-based pagination (`offset`, default 0) with `limit` default 20, max 100; reports `totalCount`, `hasMore`, `pageInfo`, `nextOffset`\n- An offset at or beyond `totalCount` returns an empty page; a `no_results` error is raised only when nothing matches at all\n\n---\n\n### `who_list_indicators` tool\n\n- No keyword required — lists all 3,059+ catalog indicators\n- Offset-based pagination via `limit` (default 50, max 500) and `offset`\n- Returns `totalCount` and `hasMore` for iteration\n\n---\n\n### `who_get_indicator_metadata` tool\n\n- Accepts 1–10 indicator codes per call, fetched in parallel\n- Returns the full indicator name and supported dimension types (e.g. `COUNTRY`, `SEX`, `REGION`, `AGEGROUP`) for each resolved code\n- Roughly 1,300 catalog indicators have no dimension listing upstream — those return `dimensions: []` plus a `dimensionsNote` pointing at a sample data row's `dim1Type`/`dim2Type`, not a not-found\n- Codes absent from the catalog land in `notFound` rather than raising an error; the call fails only when none of the requested codes resolve\n\n---\n\n### `who_list_dimensions` tool\n\n- No inputs — returns every dimension type code and human-readable title in the GHO catalog\n- Common types: `COUNTRY`, `REGION`, `SEX`, `WORLDBANKINCOMEGROUP`, `AGEGROUP`\n- Use to discover codes before calling `who_list_dimension_values`\n\n---\n\n### `who_list_dimension_values` tool\n\n- Returns codes and labels for the dimension's values (e.g. the 234 country entries, the 43 WHO region codes), plus optional parent-hierarchy fields (`parentCode`, `parentLabel`, `parentDimension`)\n- `parent_code` narrows hierarchical dimensions — `dimension: \"COUNTRY\"` with `parent_code: \"EUR\"` returns the 58 countries in the WHO European Region\n- Deterministic ordering by `Code`; offset-based pagination (`offset`) with `limit` default 100, max 500 — `GHO` (3,103 values) and `DHSMICSGEOREGION` (4,932) need paging\n- A `parent_code` that matches nothing returns an empty page, not an error; only an unfiltered empty result means the dimension itself does not exist\n- An unpaired UTF-16 surrogate in `dimension` fails as a typed `malformed_identifier` validation error\n\n---\n\n### `who_query_indicator_data` tool\n\n- Spatial filters are mutually exclusive per call: `country_codes` (ISO 3166-1 alpha-3), `region_codes` (WHO regions), or `income_group_codes` (World Bank groups) — supplying more than one is a validation error\n- `year_from` / `year_to` time range; `sex` (`SEX_BTSX`, `SEX_FMLE`, `SEX_MLE`) applies only when the indicator's first cross-cutting dimension is SEX, otherwise use `dim1_value`\n- `include_uncertainty` (default true) adds `low`/`high` bounds; `sort` (`year_desc` default or `year_asc`) with a total row ordering so paging never repeats or drops rows\n- Offset-based pagination with `limit` default 200, max 1000; reports `totalRows`, `hasMore`, `pageInfo`, `nextOffset`\n- Typed failure reasons: `indicator_not_found`, `no_data`, `ambiguous_spatial_filter`, `invalid_year_range`, `invalid_query`, `malformed_identifier`\n\n---\n\n### `who://indicator/{indicatorCode}/metadata` resource\n\n- Indicator name and supported filter dimensions as `application/json`\n- `indicatorCode` comes from `who_search_indicators` or `who_list_indicators`\n- Empty `dimensions` carries a `dimensionsNote` when the upstream dimension table lists none for the code, rather than reporting a missing indicator\n- Returns a 404 error only when the code resolves to neither a catalog name nor any dimension rows\n\n---\n\n### `who://dimension/{dimensionCode}/values` resource\n\n- Bare URI returns the first 100 values for the dimension (`dimensionCode` from `who_list_dimensions`), as `application/json`\n- Registered separately from the two paged variants below because the MCP SDK's RFC 6570 matcher treats every URI query variable as required — one template cannot serve both a bare and a paged form\n- An unfiltered empty result means the dimension code does not exist\n\n---\n\n### `who://dimension/{dimensionCode}/values{?limit,offset}` resource\n\n- `limit` (1–500) and `offset` must both be present in the URI — the query variables are required, not optional\n- Same page fields as the bare URI: `totalCount`, `hasMore`, `nextOffset`, and an optional `notice`\n- An offset at or beyond `totalCount` returns an empty page, not an error\n\n---\n\n### `who://dimension/{dimensionCode}/values{?limit,offset,parentCode}` resource\n\n- Adds `parentCode` to narrow to one parent value, e.g. `parentCode=\"EUR\"` for countries in the WHO European Region; `limit`, `offset`, and `parentCode` must all be present in the URI\n- A `parentCode` that matches nothing returns an empty page, not an error — read the unfiltered URI to confirm the dimension itself exists\n- Same output shape as the bare and paged resources: `dimension`, `values`, `totalCount`, `hasMore`, `nextOffset`, `notice`\n\n## Features\n\nBuilt on [`@cyanheads/mcp-ts-core`](https://github.com/cyanheads/mcp-ts-core): stdio and Streamable HTTP transports, pluggable auth (`none` / `jwt` / `oauth`), swappable storage (`in-memory`, `filesystem`, `Supabase`, `Cloudflare KV/R2/D1`), structured logging with optional OpenTelemetry tracing.\n\nWHO GHO-specific:\n\n- Full coverage of the [WHO GHO OData API v2](https://www.who.int/data/gho/info/gho-odata-api) — indicators, dimensions, dimension values, and data queries\n- Configurable base URL and request timeout (`GHO_BASE_URL`, `GHO_REQUEST_TIMEOUT_MS`) for custom or mirrored deployments\n- Parallel metadata fan-out for multi-code indicator lookups\n- Deterministic, total row/value ordering — pagination never repeats or drops rows across pages\n\nAgent-friendly output:\n\n- Tool descriptions encode the cross-tool workflow — agents discover the right call order (search → metadata → query) from descriptions alone\n- Structured pagination signaling (`hasMore`, `nextOffset`, `pageInfo`, and `truncated` on the data-query tool) so agents can decide whether to page further\n- Discriminated, typed error reasons with a `recovery` hint on every failure path\n- Distinct empty-page vs. not-found semantics — paging past the end, an unmatched filter, and a genuinely missing code each report differently instead of colliding into one generic empty result\n\n## Getting started\n\n### Public Hosted Instance\n\nA public instance is available at `https://who-gho.caseyjhand.com/mcp` — no installation required. Point any MCP client at it via Streamable HTTP:\n\n```json\n{\n \"mcpServers\": {\n \"who-gho-mcp-server\": {\n \"type\": \"streamable-http\",\n \"url\": \"https://who-gho.caseyjhand.com/mcp\"\n }\n }\n}\n```\n\n### Self-Hosted / Local\n\nAdd the following to your MCP client configuration file.\n\n```json\n{\n \"mcpServers\": {\n \"who-gho-mcp-server\": {\n \"type\": \"stdio\",\n \"command\": \"bunx\",\n \"args\": [\"@cyanheads/who-gho-mcp-server@latest\"],\n \"env\": {\n \"MCP_TRANSPORT_TYPE\": \"stdio\",\n \"MCP_LOG_LEVEL\": \"info\"\n }\n }\n }\n}\n```\n\nOr with npx (no Bun required):\n\n```json\n{\n \"mcpServers\": {\n \"who-gho-mcp-server\": {\n \"type\": \"stdio\",\n \"command\": \"npx\",\n \"args\": [\"-y\", \"@cyanheads/who-gho-mcp-server@latest\"],\n \"env\": {\n \"MCP_TRANSPORT_TYPE\": \"stdio\",\n \"MCP_LOG_LEVEL\": \"info\"\n }\n }\n }\n}\n```\n\nOr with Docker:\n\n```json\n{\n \"mcpServers\": {\n \"who-gho-mcp-server\": {\n \"type\": \"stdio\",\n \"command\": \"docker\",\n \"args\": [\"run\", \"-i\", \"--rm\", \"-e\", \"MCP_TRANSPORT_TYPE=stdio\", \"ghcr.io/cyanheads/who-gho-mcp-server:latest\"]\n }\n }\n}\n```\n\nFor Streamable HTTP, set the transport and start the server:\n\n```sh\nMCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http\n# Server listens at http://localhost:3010/mcp\n```\n\n### Prerequisites\n\n- [Bun v1.4.0](https://bun.sh/) or higher (or Node.js ≥24).\n- No API key required — the WHO GHO API is public.\n\n### Installation\n\n1. **Clone the repository:**\n\n```sh\ngit clone https://github.com/cyanheads/who-gho-mcp-server.git\n```\n\n2. **Navigate into the directory:**\n\n```sh\ncd who-gho-mcp-server\n```\n\n3. **Install dependencies:**\n\n```sh\nbun install\n```\n\n4. **Configure environment:**\n\n```sh\ncp .env.example .env\n# edit .env and set optional overrides\n```\n\n## Configuration\n\n| Variable | Description | Default |\n|:---|:---|:---|\n| `MCP_TRANSPORT_TYPE` | Transport: `stdio` or `http` | `stdio` |\n| `MCP_HTTP_PORT` | HTTP server port | `3010` |\n| `MCP_HTTP_ENDPOINT_PATH` | HTTP endpoint path where the MCP server is mounted | `/mcp` |\n| `MCP_SESSION_MODE` | HTTP session posture: `stateless`, `stateful`, or `auto`. No tool asks the caller for input mid-handler, so the server declares `stateless`; set this only to override. | `stateless` |\n| `MCP_PUBLIC_URL` | Public origin override for TLS-terminating reverse-proxy deployments | none |\n| `MCP_AUTH_MODE` | Authentication: `none`, `jwt`, or `oauth` | `none` |\n| `MCP_LOG_LEVEL` | Log level (`debug`, `info`, `warning`, `error`, etc.) | `info` |\n| `MCP_GC_PRESSURE_INTERVAL_MS` | Opt-in Bun-only forced-GC pressure loop (ms). Try `60000` if RSS grows under sustained HTTP load. | `0` (disabled) |\n| `LOGS_DIR` | Directory for log files (Node.js only) | `/logs` |\n| `STORAGE_PROVIDER_TYPE` | Storage backend: `in-memory`, `filesystem`, `supabase`, `cloudflare-kv/r2/d1` | `in-memory` |\n| `GHO_BASE_URL` | WHO GHO OData API base URL (override for custom/mirrored deployments) | `https://ghoapi.azureedge.net/api/` |\n| `GHO_REQUEST_TIMEOUT_MS` | HTTP request timeout in milliseconds | `30000` |\n| `OTEL_ENABLED` | Enable OpenTelemetry | `false` |\n\nSee [`.env.example`](./.env.example) for the full list of optional overrides.\n\n## Running the server\n\n### Local development\n\n- **Build and run the production version**:\n\n ```sh\n # One-time build\n bun run rebuild\n\n # Run the built server\n bun run start:http\n # or\n bun run start:stdio\n ```\n\n- **Run checks and tests**:\n ```sh\n bun run devcheck # Lints, formats, type-checks, and more\n bun run test # Runs the test suite\n ```\n\n### Docker\n\n```sh\ndocker build -t who-gho-mcp-server .\ndocker run --rm -p 3010:3010 who-gho-mcp-server\n```\n\nThe Dockerfile defaults to HTTP transport, stateless session mode, and logs to `/var/log/who-gho-mcp-server`. OpenTelemetry peer dependencies are installed by default — build with `--build-arg OTEL_ENABLED=false` to omit them.\n\n## Project structure\n\n| Directory | Purpose |\n|:---|:---|\n| `src/index.ts` | `createApp()` entry point — registers tools/resources and inits the GHO service. |\n| `src/config` | Server-specific environment variable parsing and validation with Zod. |\n| `src/mcp-server/tools` | Tool definitions (`*.tool.ts`). Six tools across indicator discovery, dimension lookup, and data queries. |\n| `src/mcp-server/resources` | Resource definitions. Indicator metadata and dimension values resources. |\n| `src/services/gho` | WHO GHO OData API service layer — HTTP client, query builder, types. |\n| `src/utils` | `wellFormed()` — repairs unpaired UTF-16 surrogates in caller-supplied strings before they reach output, enrichment, or failure data. |\n| `tests/` | Unit and integration tests, mirroring the `src/` structure. |\n\n## Development guide\n\nSee [`CLAUDE.md`](./CLAUDE.md) for development guidelines and architectural rules. The short version:\n\n- Handlers throw, framework catches — no `try/catch` in tool logic\n- Use `ctx.log` for logging, `ctx.state` for storage\n- Register new tools and resources in the `createApp()` arrays\n- Wrap external API calls: validate raw → normalize to domain type → return output schema; never fabricate missing fields\n\n## Contributing\n\nIssues are welcome. Run checks and tests before submitting:\n\n```sh\nbun run devcheck\nbun run test\n```\n\n## License\n\nApache-2.0 — see [LICENSE](./LICENSE) for details.\n","readmeFilename":"README.md"}