worldbank_search_indicators
shallowio.github.cyanheads/worldbank-mcp-server · Verify this server
Searches the 29,500+ World Bank indicator catalog by keyword, topic, or source. Returns indicator IDs and metadata for chaining into worldbank_get_data. At least one of query, topic_id, or source_id must be provided. A keyword query matches every term against indicator ID, name, and description, in any word order, across the whole catalog or the whole selected topic or source; punctuation in the query is ignored. Exact ID or name matches rank first, then whole-phrase matches, then ID/name matches, then description-only matches. Each indicator ID appears once, even where the catalog publishes it under two sources. Use worldbank_list_topics for topic IDs, worldbank_list_sources for source IDs.
1 trials · measured 8 days ago
worldbank_search_indicators scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.cyanheads/worldbank-mcp-server, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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