mcp-registry/com.statisticsoftheworld/sotw · v1.0.0
As of 2026-10-19 01:52 UTC, the Statisticsoftheworld Sotw MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 26 outages in 90 days, with a median recovery of 6 minutes.
490+ economic & demographic indicators for 218 countries from IMF, World Bank, UN, FRED.
Claude Code
claude mcp add --transport http statisticsoftheworld-sotw-mcp-server https://statisticsoftheworld.com/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"statisticsoftheworld-sotw-mcp-server": {
"type": "http",
"url": "https://statisticsoftheworld.com/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
17 of 17 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
38 parameter(s) across 6 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
Negotiates MCP 2024-11-05. Structured output, tool output schemas and elicitation arrived in 2025-06-18.
Upgrade the MCP SDK and negotiate 2025-06-18 or newer. How to fix →
Handshake + tools/list takes ~1,606 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
In the last 30 days: 0 tool(s) removed and 5 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 6 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.statisticsoftheworld%2Fsotw/fixes
{
"name": "compare_countries",
"description": "Compare 2-10 countries on selected indicators.",
"inputSchema": {
"type": "object",
"required": [
"country_ids"
],
"properties": {
"country_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of country codes (max 10)"
},
"indicator_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "Indicator IDs to compare (default: GDP, population, life expectancy, etc.)"
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "compare_sources",
"description": "Compare source readings. Default mode returns latest IMF, World Bank and UN readings with their own years. For the 20-economy, 10-concept research pilot, provide country_id and year (exact year or common) to compare IMF and World Bank in the same period, inspect definition mismatches and retrieve recorded-state provenance. Optional as_of and revision pin SOTW stored state, not publisher availability.",
"inputSchema": {
"type": "object",
"required": [
"indicator_id"
],
"properties": {
"year": {
"anyOf": [
{
"type": "integer",
"maximum": 2100,
"minimum": 1960
},
{
"enum": [
"common"
],
"type": "string"
}
],
"description": "Opt into the research pilot: exact year or latest common past year. Requires country_id."
},
"as_of": {
"type": "string",
"description": "Optional SOTW recording cutoff: date at UTC midnight or ISO timestamp with timezone. Publisher availability is not established."
},
"revision": {
"type": "string",
"description": "Archive transaction watermark returned by an earlier comparison. Requires as_of."
},
"country_id": {
"type": "string",
"description": "Optional ISO3 code to return a single country instead of all"
},
"indicator_id": {
"type": "string",
"description": "Concept key, e.g. IMF.NGDPD (GDP), IMF.NGDPDPC (GDP per capita), IMF.NGDP_RPCH (real growth)"
},
"processing_version": {
"enum": [
"source-comparison-v1"
],
"type": "string",
"description": "Pin the comparison processing contract."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_available_indicators",
"description": "List all available indicators grouped by category.",
"inputSchema": {
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Optional: filter by category name"
}
}
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.statisticsoftheworld/sotw"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.statisticsoftheworld/sotw"}) over MCP.
compare_sources ~390 tokensget_series_data ~340 tokensget_economic_data ~315 tokensget_onchain_quotes ~284 tokensget_release_calendar ~238 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.statisticsoftheworld%2Fsotw?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.statisticsoftheworld%2Fsotw?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.statisticsoftheworld%2Fsotw.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.statisticsoftheworld%2Fsotw.svg :target: https://glimind.com/server/mcp-registry%2Fcom.statisticsoftheworld%2Fsotw?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:0125ddefc8e00db9…, first seen 2026-10-17, included at leaf 1778 of 24,273. Version history · verify what your client received.
Compare: most reliable data servers · most reliable retrieval servers · most reliable finance servers · most reliable search servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-19 01:52 UTC, the Statisticsoftheworld Sotw MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 26 outages in 90 days, with a median recovery of 6 minutes.
Statisticsoftheworld Sotw MCP server advertises 17 tools, including compare_countries, compare_sources, get_available_indicators, get_company_facts, get_country_list.
Point your MCP client at this streamable-http endpoint: https://statisticsoftheworld.com/api/mcp
Glimind scanned all 17 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.