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Corporate Apology

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

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Status
Unhealthy
Uptime
38.3% over 41 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-corporate-apology
GitHub Stars
0
Server Listing
Corporate Apology MCP

TDQS

A3.9/5.0

Scored across 32 tools

Disambiguation3/5

Most tools have distinct purposes (entity_profile vs compare_entities vs recent_changes are reasonably separable), but the ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded trio plus deep_research are near-identical routers with only subtle differences, forcing the agent to reason about tier/cost tradeoffs rather than function. The 'Corporate Apology' server name versus a nearly all-Pipeworx data-platform surface makes initial tool selection confusing.

Naming Consistency4/5

Names are consistently snake_case throughout (entity_profile, validate_claim, resolve_entity, scan_dependency), which is the important property. Verb choices vary somewhat (ask_, scan_, resolve_, validate_, generate_) but each is readable and largely predictable for its namespace.

Tool Count2/5

32 tools is well past the heavy threshold for a coherent set, and several (three ask_pipeworx variants, four polymarket analysis tools, remember/recall/forget plus subscribe/list/unsubscribe) inflate the surface. A gateway this broad should consolidate the near-duplicate routers.

Completeness4/5

As a universal data-research gateway the surface is broad: entity resolution, comparisons, change feeds, memory, subscriptions, fact-checking, and a rich Polymarket/Kalshi suite all exist with lifecycle coverage. The glaring gap is against its own stated name — 'Corporate Apology' has a single matching tool (corporate_apology_generate), so for the literal domain it is severely incomplete.

Tool Schema Changelog

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

  1. 2 tool updates
    • 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."
    • Changedpolymarket_kalshi_spread1 field changed
      • changedInput schema / examples
        Previous value: -[
-  {
-    "topic": "fed"
-  },
-  {
-    "topic": "btc"
-  }
-]New value: +[
+  {
+    "topic": "fed"
+  },
+  {
+    "topic": "btc"
+  },
+  {
+    "topic": "bitcoin"
+  },
+  {
+    "topic": "fed rate decision"
+  }
+]
  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_spread1 field changed
      • 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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