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Buzzword Density

by io.github.pipeworx-io
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buzzword-density MCP — wraps StupidAPIs (keyless — no credential needed)

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Status
Unhealthy
Uptime
43.5% over 40 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-buzzword-density
GitHub Stars
0
Server Listing
mcp-buzzword-density

TDQS

A4/5.0

Scored across 32 tools

Disambiguation3/5

Most tools have detailed descriptions that explicitly steer callers ("prefer over", "use X instead of Y"), but there is real overlap among the routing entry points (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, discover_tools, suggest_questions) and among the polymarket tools (arbitrage, edges, edge_tracker, fill_risk, kalshi_spread). The beta-vs-stable router pair is by design duplicative ("currently matches ask_pipeworx exactly"), which invites misselection.

Naming Consistency4/5

Nearly everything is snake_case and mostly verb_noun (resolve_entity, compare_entities, validate_claim, list_subscriptions). Minor deviations exist: noun_verb forms (ai_visibility_check, buzzword_density_analyze, entity_profile) and the _beta suffix, but the pattern is readable and predictable.

Tool Count2/5

32 tools is heavy and spans several unrelated domains (buzzword analysis, SEC/entity research, memory, subscriptions, Polymarket trading), so the surface feels like a platform dump rather than a scoped set. Many of these would be better exposed as separate servers or packs.

Completeness4/5

As a whole the surface covers its subdomains well: research/grounding, memory CRUD (remember/recall/forget), subscription lifecycle (subscribe/list/unsubscribe/recent_alerts), entity resolution and change feeds, and a deep Polymarket toolkit. The main gap is that the namesake 'Buzzword Density' purpose is served by only a couple of tools, so scope and label are mismatched.

Tool Schema Changelog

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

  1. 1 tool update
    • Changedbet_research2 fields changed
      • changedInput schema / examples
        Previous 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"
+  }
+]
      • changedInput schema / properties / market / description
        Previous 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."
  2. 2 tool updates
    • Changedbet_research2 fields changed
      • changedInput schema / examples
        Previous 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"
+  }
+]
      • changedInput schema / properties / market / description
        Previous 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."
    • Changedpolymarket_kalshi_spread2 fields changed
      • changedInput schema / examples
        Previous value: -[
-  {
-    "topic": "fed"
-  },
-  {
-    "topic": "btc"
-  }
-]New value: +[
+  {
+    "topic": "fed"
+  },
+  {
+    "topic": "btc"
+  },
+  {
+    "topic": "bitcoin"
+  },
+  {
+    "topic": "fed rate decision"
+  }
+]
      • changedInput schema / properties / topic / description
        Previous 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."

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