Development Indicators MCP
Open-source MCP for official development indicators with provenance and citations.
| Endpoint | https://indicatorsmcp.impactengines.ai/mcp (streamable-http) |
|---|---|
| Registry version | 0.4.1 |
| Now | 10 tools · grade A (94) · pin ts_fde86bfb8834afea9060400dd818cdd4 · protocol 2025-06-18 |
| First / last listed | 2026-11-14 00:47 UTC / 2026-11-14 00:47 UTC |
| Grade over time | 2026-11-14: A (94), 10 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: list_sources get_source_setup find_microdata search_indicators faostat_list_domains faostat_search_dimension resolve_geographies get_indicator_metadata get_observations compare_observations
list_sources | List supported and planned official data sources and their access characteristics. params: topic |
get_source_setup | Explain source access requirements without exposing server secrets. params: source_id* |
find_microdata | Find relevant public microdata catalogues and state their access conditions. params: query*, country |
search_indicators | Rank official indicators; returns match evidence, retrieval health and source failures. params: query*, source_ids, limit |
faostat_list_domains | List live FAOSTAT groups and domains available to build source-qualified series. params: limit, cursor, group_code, status, include_archived |
faostat_search_dimension | Search a FAOSTAT domain's area, item, element, unit, or other definition table. params: dataset*, dimension*, query*, limit, cursor |
resolve_geographies | Resolve country names or codes to ISO 3166-1 alpha-3 codes such as GHA and KEN. params: names_or_codes* |
get_indicator_metadata | Retrieve authoritative metadata for a source-qualified series reference. params: series_ref* |
get_observations | Retrieve official observations while retaining metadata, citations and warnings. params: series_ref*, country_codes*, start_year, end_year, latest_only, include_original |
compare_observations | Retrieve series side by side and flag obvious metadata differences without merging them. params: series_refs*, country_codes*, start_year, end_year, latest_only, include_original |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.