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Faostat

by io.github.pipeworx-io
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FAOSTAT MCP — the UN Food and Agriculture Organization's statistics service.

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Status
Unhealthy
Uptime
0.3% over 22 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-faostat
GitHub Stars
0
Server Listing
faostat

TDQS

A4/5.0

Scored across 43 tools

Disambiguation3/5

There are heavy overlap clusters: ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded / deep_research / suggest_questions / discover_tools all answer 'find me data', and the set admits ask_pipeworx_beta 'currently matches ask_pipeworx exactly'. Similarly, polymarket_arbitrage / polymarket_edges / polymarket_kalshi_spread / polymarket_fill_risk / bet_research are hard to tell apart without reading long prose, though the descriptions do explicitly state precedence rules.

Naming Consistency4/5

Names are uniformly snake_case and mostly follow verb_noun (resolve_entity, compare_entities, validate_claim, subscribe) or noun_phrase patterns (entity_profile, company_facts, resolution_audit), which reads predictably. Minor deviations like ask_pipeworx_beta and the memory trio (remember/recall/forget) are still legible within the convention.

Tool Count2/5

43 tools is well above the 25+ threshold for 'too many', and the surface bundles many distinct concerns (universal data routing, memory, subscriptions, FAOSTAT, prediction-market analytics, AI-visibility marketing, dependency scanning). Several near-duplicate entry points (ask_pipeworx vs _beta vs _grounded, the five polymarket tools) suggest bloat rather than a tightly scoped set.

Completeness4/5

Lifecycle coverage is strong: memory has remember/recall/forget, subscriptions have subscribe/list_subscriptions/unsubscribe/recent_alerts, and research has discovery, routing, grounding, and verification (validate_claim, resolution_audit/diff). Minor gaps remain (no update-subscription or bulk-cancel), but agents can work around them.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updates
    • Addedarchive_compare
    • Addedarchive_evidence
    • Addedclassify_row
    • Addedresearch_row
    • Changedsubscribe2 fields changed
      • changedInput schema / properties / params / description
        Previous value: -"Type-specific filter. sec_8k: {ticker:\"AAPL\", items?:[\"5.02\",\"1.01\"]}. polymarket_edge: {topic:\"fed\", min_spread_bps?:500}. fred_series: {series_id:\"UNRATE\"}. patent_grant: {applicant:\"Apple Inc.\"}. clinical_trial: {sponsor?:\"Pfizer\", condition?:\"lung cancer\", phase?:\"PHASE3\"} (sponsor or condition required)."New value: +"Type-specific filter. sec_8k: {ticker:\"AAPL\", items?:[\"5.02\",\"1.01\"]}. polymarket_edge: {topic:\"fed\", min_spread_bps?:500}. fred_series: {series_id:\"UNRATE\"}. patent_grant: {applicant:\"Apple Inc.\"}. clinical_trial: {sponsor?:\"Pfizer\", condition?:\"lung cancer\", phase?:\"PHASE3\"} (sponsor or condition required). form_d: {state?:\"CA\", industry?:\"Biotechnology\", min_amount?:500000, exemption?:\"06B\"} (all optional — omit all to watch every new Form D nationwide). news_keyword: {query:\"\\\"semiconductor sanctions\\\"\", lang?:\"eng\", domains?:[\"reuters.com\"]} (query required). job_post: EITHER {ats:\"greenhouse\", board_token:\"acme\"} (exact board) OR {domain:\"acme.com\"} (auto-detected), plus optional title_query/location_query substrings. tool_diff: {tool:\"form5500\", args?:{...}, fields:[\"headcount\"], schedule:\"daily\"} — re-runs that tool on schedule and fires when the named fields change; tool must be read-only and not need a Pipeworx-held platform key; schedule \"hourly\" needs the paid tier. new_entity: {state:\"CO\", name_query?:\"dental\", entity_type?:\"limited liability\"} — state is required and must be one of FL, NY, CO, OR, CT, TX, PA. Unknown keys in form_d/news_keyword/job_post/tool_diff/new_entity params are rejected at subscribe time."
      • changedInput schema / properties / type / enum
        Previous value: -[
-  "sec_8k",
-  "polymarket_edge",
-  "fred_series",
-  "patent_grant",
-  "clinical_trial"
-]New value: +[
+  "sec_8k",
+  "polymarket_edge",
+  "fred_series",
+  "patent_grant",
+  "clinical_trial",
+  "form_d",
+  "news_keyword",
+  "job_post",
+  "tool_diff",
+  "new_entity"
+]
  2. 1 tool update
    • Changedrelease_calendar_markets2 fields changed
      • addedOutput schema / properties / empty_reason
        Added value: +{
+  "description": "Present ONLY on a zero-release window: \"no_releases_in_window\". The window was queried and nothing is scheduled — this is an answer, not a failure.",
+  "type": "string"
+}
      • addedOutput schema / properties / hint
        Added value: +{
+  "description": "Present ONLY on a zero-release window: what to change (usually a wider `hours`).",
+  "type": "string"
+}
  3. 39 tool updates
    • First observedai_visibility_check
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • First observedcompany_facts
    • First observedcompare_entities
    • First observeddeep_research
    • First observeddiscover_tools
    • First observedentity_profile
    • First observedfaostat_data
    • First observedfaostat_dimensions
    • First observedfaostat_domains
    • First observedforget
    • First observedgenerate_llms_txt
    • First observedkalshi_weather_edge
    • First observedlist_subscriptions
    • First observedpipeworx_feedback
    • First observedpipeworx_trending
    • First observedpolymarket_arbitrage
    • First observedpolymarket_edge_tracker
    • First observedpolymarket_edges
    • First observedpolymarket_fill_risk
    • First observedpolymarket_kalshi_spread
    • First observedrecall
    • First observedrecent_alerts
    • First observedrecent_changes
    • First observedrelease_calendar_markets
    • First observedremember
    • First observedresolution_audit
    • First observedresolution_diff
    • First observedresolve_entity
    • First observedscan_competitor_ai_presence
    • First observedscan_dependency
    • First observedsearch_within
    • First observedsubscribe
    • First observedsuggest_questions
    • First observedunsubscribe
    • First observedvalidate_claim

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