CMS Open Data MCP — US Centers for Medicare & Medicaid Services.
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Scored across 39 tools
Multiple tools have overlapping purposes and nearly identical names: ask_pipeworx, ask_pipeworx_beta, and ask_pipeworx_grounded all route questions to the same source catalog; the five Polymarket tools (arbitrage, edges, edge_tracker, fill_risk, kalshi_spread) all surface pricing/opportunity signals. Despite the extremely detailed descriptions, an agent could easily misselect among these clusters.
All names use snake_case, but the pattern is mixed: verb_noun (compare_entities, resolve_entity, validate_claim) coexists with noun_noun (company_facts, entity_profile), domain-prefixed nouns (polymarket_arbitrage, polymarket_edges), and single-word verbs (remember, recall, forget). The inconsistency is readable but not predictable.
At 39 tools, this is well beyond the 'heavy' 16–25 range grade. Many are meta-tools (discover_tools, suggest_questions, pipeworx_feedback, pipeworx_trending) or platform utilities (remember, recall, subscribe), which inflate the count. The core data and prediction-market functionality could be consolidated significantly.
The tool set covers the apparent domain (authoritative data lookup, company/financial research, prediction-market analysis, memory, and subscriptions) with no dead ends. Minor gaps exist—e.g., no single tool to fetch a raw market price without analysis, and the CMS dataset tools are somewhat orphaned—but on the whole the surface is quite thorough.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
company_factskalshi_weather_edgerelease_calendar_marketsresolution_auditresolution_diffbet_research2 fields changedInput schema / examplesPrevious value: -[
- {
- "market": "when-will-bitcoin-hit-150k"
- },
- {
- "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
- }
-]New value: +[
+ {
+ "market": "will-kristi-noem-win-the-2028-republican-presidential-nomination"
+ },
+ {
+ "market": "https://polymarket.com/event/will-kristi-noem-win-the-2028-republican-presidential-nomination"
+ }
+]Input schema / properties / market / descriptionPrevious value: -"Polymarket slug (\"when-will-bitcoin-hit-150k\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."New value: +"Polymarket slug (\"will-kristi-noem-win-the-2028-republican-presidential-nomination\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."bet_research2 fields changedInput schema / examplesPrevious value: -[
- {
- "market": "will-bitcoin-reach-100k-in-july-2026"
- },
- {
- "market": "https://polymarket.com/event/will-bitcoin-hit-150k-by-june-30-2026"
- }
-]New value: +[
+ {
+ "market": "when-will-bitcoin-hit-150k"
+ },
+ {
+ "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
+ }
+]Input schema / properties / market / descriptionPrevious value: -"Polymarket slug (\"will-bitcoin-hit-150k-by-june-30-2026\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k by June 30?\")"New value: +"Polymarket slug (\"when-will-bitcoin-hit-150k\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."polymarket_kalshi_spread2 fields changedInput schema / examplesPrevious value: -[
- {
- "topic": "fed"
- },
- {
- "topic": "btc"
- }
-]New value: +[
+ {
+ "topic": "fed"
+ },
+ {
+ "topic": "btc"
+ },
+ {
+ "topic": "bitcoin"
+ },
+ {
+ "topic": "fed rate decision"
+ }
+]Input schema / properties / topic / descriptionPrevious value: -"Pre-mapped: fed | btc | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president"New value: +"Subject to compare. Canonical keys: fed | btc | eth | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president — but aliases and keywords resolve too (\"bitcoin\", \"fed rate decision\", \"ethereum\", \"inflation\", \"s&p 500\", \"us recession\", \"next pope\", \"2028 election\"). Check resolution.topic_matched_by in the response: \"exact\"/\"alias\" is a curated pairing, \"phrase\"/\"token\" is a keyword guess."OpenFEMA MCP — US Federal Emergency Management Agency open data.
dados.gov.pt MCP — Portugal's national open data portal.
UK NIHR (National Institute for Health and Care Research) open-data MCP.
data.gov.ie MCP — Ireland's national open-data portal (CKAN API).
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