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Anapioficeandfire

by io.github.pipeworx-io
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An API of Ice and Fire — A Song of Ice and Fire (books/characters/houses)

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-anapioficeandfire
GitHub Stars
0
Server Listing
anapioficeandfire

TDQS

B3.4/5.0

Scored across 37 tools

Disambiguation3/5

Descriptions do a lot of work to separate the ask_pipeworx family and the six polymarket_* tools, but the boundaries are genuinely fuzzy — ask_pipeworx_beta is explicitly described as identical to ask_pipeworx, and ask_pipeworx / ask_pipeworx_grounded / deep_research / polymarket_edges / polymarket_arbitrage / bet_research overlap heavily for a naive caller. Six Polymarket tools with verbs like edges/arbitrage/edge_tracker/fill_risk/kalshi_spread are especially easy to mis-select.

Naming Consistency4/5

Almost everything is snake_case with recognizable verb_noun or verb_object structure (resolve_entity, validate_claim, recent_changes, list_subscriptions). Minor deviations are the resource-noun tools (book, books, character, characters, house, houses) that lack a verb, but the singular/plural pairing is at least predictable.

Tool Count2/5

37 tools is well past the heavy threshold and the surface is sprawling: a question-answering family, a betting family, memory ops, subscription ops, discovery/onboarding, npm scanning, AI-visibility probing, and an unrelated ASOIAF API. Even for a 'universal data gateway' this is a lot of surface for an agent to hold in context.

Completeness4/5

The meta-gateway side is broadly covered — ask/ground/deep-research, entity resolution, profiles, change feeds, comparisons, claim validation, discovery, memory CRUD (remember/recall/forget), and subscription lifecycle (subscribe/list/unsubscribe/recent_alerts). The ASOIAF slice is read-only by API nature, and gaps like a generic 'list all books/houses' query or batch operations are minor and workable.

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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