chaos-index MCP — wraps StupidAPIs (keyless — no credential needed)
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Scored across 32 tools
Descriptions are unusually detailed about when to use which tool, which helps a lot, but there is real overlap: ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded / deep_research / validate_claim all answer factual questions, and entity_profile / compare_entities / recent_changes all fan out company lookups. The four polymarket tools (arbitrage, edges, edge_tracker, fill_risk) and ai_visibility_check vs scan_competitor_ai_presence also risk misselection.
Consistent snake_case throughout with a dominant verb_noun pattern (resolve_entity, validate_claim, compare_entities, scan_dependency, list_subscriptions, unsubscribe). A few are noun-phrase style (entity_profile, recent_changes, recent_alerts, search_within), a minor deviation but still readable and predictable.
32 tools is heavy for a single server and above the well-scoped range. The set is somewhat organized (research routers, entity lookups, polymarket cluster, memory, subscriptions), but the volume invites selection errors and several tools are near-duplicates.
The surface is broad and fairly complete: research/question routing, entity resolution, comparison, grounded verification, memory (remember/recall/forget), subscription lifecycle (subscribe/list/unsubscribe/recent_alerts), and feedback trending. Few obvious lifecycle gaps, though the 'Chaos Index' branding implies a domain the tool set barely covers (only chaos_index_calculate).
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
bet_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."buzzword-density MCP — wraps StupidAPIs (keyless — no credential needed)
victorian-complaint MCP — wraps StupidAPIs (keyless — no credential needed)
passive-aggression MCP — wraps StupidAPIs (keyless — no credential needed)
ship-on-friday MCP — wraps StupidAPIs (keyless — no credential needed)
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