Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP. STDIO or Streamable HTTP.
- ✓Open-source license (Apache-2.0)
- ✓Actively maintained (<30d)
- ✓Clear description
- ✓Topics declared
git clone https://github.com/cyanheads/worldbank-mcp-server{
"mcpServers": {
"worldbank": {
"command": "node",
"args": ["/path/to/worldbank-mcp-server/dist/index.js"]
}
}
}MCP Servers overview
<div align="center">
<h1>@cyanheads/worldbank-mcp-server</h1>
<p><b>Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP. STDIO or Streamable HTTP.</b>
<div>7 Tools • 2 Resources</div>
</p>
</div>
<div align="center">
[](./CHANGELOG.md) [](./LICENSE) [](https://modelcontextprotocol.io/) [](https://www.npmjs.com/package/@cyanheads/worldbank-mcp-server) [](https://www.typescriptlang.org/) [](https://bun.sh/)
</div>
<div align="center">
[](https://github.com/cyanheads/worldbank-mcp-server/releases/latest/download/worldbank-mcp-server.mcpb) [](https://cursor.com/en/install-mcp?name=worldbank-mcp-server&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBjeWFuaGVhZHMvd29ybGRiYW5rLW1jcC1zZXJ2ZXIiXX0=) [](https://vscode.dev/redirect?url=vscode:mcp/install?%7B%22name%22%3A%22worldbank-mcp-server%22%2C%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40cyanheads%2Fworldbank-mcp-server%22%5D%7D)
[](https://www.npmjs.com/package/@cyanheads/mcp-ts-core)
**Public Hosted Server:** [https://worldbank.caseyjhand.com/mcp](https://worldbank.caseyjhand.com/mcp)
</div>
---
## Tools
7 tools for browsing and querying the World Bank Open Data API:
| Tool | Description |
|:---|:---|
| `worldbank_list_topics` | List all 21 World Bank thematic topics with descriptions |
| `worldbank_list_sources` | List 70+ World Bank data sources (datasets) with pagination |
| `worldbank_list_countries` | List countries and regional aggregates with ISO codes, region, income level, and coordinates |
| `worldbank_get_country` | Fetch full metadata for a specific country or aggregate by ISO2, ISO3, or aggregate code |
| `worldbank_search_indicators` | Search the 29,500+ indicator catalog by keyword, topic, or source |
| `worldbank_get_indicator` | Fetch complete metadata for a single indicator: name, description, source, unit, and topics |
| `worldbank_get_data` | Query indicator values for one or more countries across a time range or most-recent N values |
### `worldbank_list_topics`
List all 21 World Bank thematic topic categories.
- No input required — returns the complete fixed taxonomy
- Topics include Agriculture, Economy & Growth, Education, Energy & Mining, Environment, Financial Sector, Health, Infrastructure, Poverty, Private Sector, Public Sector, Science & Technology, Social Development, Social Protection & Labor, Trade, Urban Development, and more
- Returns topic IDs used to filter `worldbank_search_indicators`
---
### `worldbank_list_sources`
List the 70+ World Bank data sources (datasets).
- Paginated with configurable page size (up to 100 per page)
- Each source includes ID, name, short code, last-updated date, and data/metadata availability status
- Source IDs used to filter `worldbank_search_indicators` by dataset origin (e.g. "2" for World Development Indicators, "6" for IDS)
---
### `worldbank_list_countries`
List countries and regional aggregates with metadata.
- Returns ISO codes, World Bank region, income level, capital city, and coordinates
- Filterable by region code (EAS, ECS, LCN, MEA, NAC, SAS, SSF) and income level (LIC, LMC, UMC, HIC)
- By default returns individual countries only; set `include_aggregates=true` to include regional, income-group, and world aggregate entities
- Paginated with up to 300 entries per page
---
### `worldbank_get_country`
Fetch full metadata for a single country or aggregate entity.
- Accepts ISO2 (US), ISO3 (USA), or World Bank aggregate codes (EAS, HIC, WLD)
- Returns region, income level, lending type, capital city, and coordinates
- Structured error with recovery hint when code is not found
---
### `worldbank_search_indicators`
Search the 29,500+ World Bank indicator catalog.
- Keyword search, topic filter, source filter — at least one required
- When `topic_id` or `source_id` is combined with a keyword query, client-side filtering is applied (the upstream API ignores `searchterm` when a topic/source filter is active)
- Returns indicator IDs, names, source dataset, and thematic topics
- Indicator IDs (e.g. `NY.GDP.PCAP.CD`, `SP.POP.TOTL`) feed directly into `worldbank_get_data`
- Paginated with up to 100 results per page
---
### `worldbank_get_indicator`
Fetch complete metadata for a known indicator ID.
- Returns full description, unit of measurement, source dataset, source organization, and thematic topics
- Structured error with recovery hint when ID is not found
---
### `worldbank_get_data`
Query indicator values for countries across time. The primary data-access tool.
- Single country, array of countries, regional codes (EAS, LCN, …), income codes (HIC, LMC, …), world code (WLD), or `"all"` for all ~266 entries
- Time filtering: `date_range` for historical analysis (YYYY or YYYY:YYYY format), or `mrv` for the N most recent available values (1–10). Mutually exclusive.
- Returns observations with `null` values when data is not available for a country×year cell — common for sparse series
- Includes `nullCount` per page to surface data sparsity
- Output grouped by country for readability; `isAggregate` flag distinguishes regional aggregates from individual countries
- Paginated with up to 1000 entries per page
## Resources
| Type | Name | Description |
|:---|:---|:---|
| Resource | `worldbank://indicator/{indicatorId}` | Indicator metadata by ID — name, description, source, unit, and topics |
| Resource | `worldbank://country/{countryCode}` | Country metadata by ISO2, ISO3, or aggregate code — region, income level, capital, coordinates |
## Features
Built on [`@cyanheads/mcp-ts-core`](https://github.com/cyanheads/mcp-ts-core):
- Declarative tool definitions — single file per tool, framework handles registration and validation
- Unified error handling across all tools
- Pluggable auth (`none`, `jwt`, `oauth`)
- Swappable storage backends: `in-memory`, `filesystem`, `Supabase`, `Cloudflare KV/R2/D1`
- Structured logging with optional OpenTelemetry tracing
- Runs locally (stdio/HTTP) or on Cloudflare Workers from the same codebase
World Bank-specific:
- Full World Bank Open Data API v2 coverage — topics, sources, countries, indicators, and observations
- 60+ years of development data across 29,500+ indicators for 200+ countries and regional aggregates
- Client-side topic/source + keyword compound filtering (works around upstream API limitation)
- Null-value transparency — `null` observations and `nullCount` surfaced rather than silently dropped
- `isAggregate` flag on every country/data row to distinguish individual countries from aggregate entities
Agent-friendly output:
- Tool cross-references woven into descriptions — e.g. `worldbank_search_indicators` names `worldbank_list_topics` for topic IDs, `worldbank_get_data` names `worldbank_search_indicators` for indicator discovery
- Structured error contracts with typed `reason` codes and actionable `recovery` hints on every tool
- Consistent pagination metadata (`page`, `pages`, `total`) across all list/search/data tools
## Getting started
### Self-Hosted / Local
Add the following to your MCP client configuration file.
```json
{
"mcpServers": {
"worldbank-mcp-server": {
"type": "stdio",
"command": "bunx",
"args": ["@cyanheads/worldbank-mcp-server@latest"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info"
}
}
}
}
```
Or with npx (no Bun required):
```json
{
"mcpServers": {
"worldbank-mcp-server": {
"type": "stdio",
"command": "npx",
"args": ["-y", "@cyanheads/worldbank-mcp-server@latest"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info"
}
}
}
}
```
For Streamable HTTP, set the transport and start the server:
```sh
MCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http
# Server listens at http://localhost:3010/mcp
```
### Prerequisites
- [Bun v1.3.0](https://bun.sh/) or higher (or Node.js ≥24.0.0).
- No API key required — the World Bank Open Data API is public and unauthenticated.
### Installation
1. **Clone the repository:**
```sh
git clone https://github.com/cyanheads/worldbank-mcp-server.git
```
2. **Navigate into the directory:**
```sh
cd worldbank-mcp-server
```
3. **Install dependencies:**
```sh
bun install
```
## Configuration
All configuration is validated at startup via Zod schemas in `src/config/server-config.ts`. Environment variables:
| Variable | Description | Default |
|:---|:---|:---|
| `MCP_TRANSPORT_TYPE` | Transport: `stdio` or `http` | `stdio` |
| `MCP_HTTP_PORT` | HTTP server port | `3010` |
| `MCP_HTTP_HOST` | HTTP server hostname | `127.0.0.1` |
| `MCP_HTTP_ENDPOINT_PATH` | HTTP endpoint path where the MCP server is mounted | `/mcp` |
| `MCP_PUBLIC_URL` | Public origin override for TLS-terminating reverse-proxy deployments | none |
| `MCP_AUTH_MODE` | Authentication: `none`, `jwt`, or `oauth` | `none` |
| `MCP_LOG_LEVEL` | Log level (`debug`, `info`, `warning`, `error`) | `info` |
| What people ask about worldbank-mcp-server
What is cyanheads/worldbank-mcp-server?
+
cyanheads/worldbank-mcp-server is mcp servers for the Claude AI ecosystem. Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP. STDIO or Streamable HTTP. It has 2 GitHub stars and was last updated today.
How do I install worldbank-mcp-server?
+
You can install worldbank-mcp-server by cloning the repository (https://github.com/cyanheads/worldbank-mcp-server) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is cyanheads/worldbank-mcp-server safe to use?
+
Our security agent has analyzed cyanheads/worldbank-mcp-server and assigned a Trust Score of 87/100 (tier: Trusted). See the full breakdown of passed checks and flags on this page.
Who maintains cyanheads/worldbank-mcp-server?
+
cyanheads/worldbank-mcp-server is maintained by cyanheads. The last recorded GitHub activity is from today, with 3 open issues.
Are there alternatives to worldbank-mcp-server?
+
Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.
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