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Data Tours

by io.github.pipeworx-io
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Server Details

Tours Métropole Open Data (data.tours-metropole.fr) — OpenDataSoft MCP.

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Status
Unhealthy
Uptime
44.2% over 41 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-data-tours
GitHub Stars
0
Server Listing
mcp-data-tours

TDQS

A3.7/5.0

Scored across 34 tools

Disambiguation3/5

The ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded trio are near-identical by the server's own admission (beta 'currently matches ask_pipeworx exactly'), and the Polymarket tools (bet_research, polymarket_edges, polymarket_arbitrage, polymarket_edge_tracker, polymarket_fill_risk) overlap heavily on 'should I bet / is there edge'. Verbose descriptions do carve out boundaries (grounded vs deep_research vs validate_claim), but selection between the closely-related research tools remains error-prone.

Naming Consistency4/5

Nearly all tools use consistent snake_case, and most follow a verb_noun or clear noun_phrase pattern (resolve_entity, compare_entities, entity_profile, recent_changes, polymarket_arbitrage). A few bare single-word names (query, remember, recall, forget, subscribe) and the mixed verb/noun style are minor deviations rather than inconsistency.

Tool Count2/5

34 tools is well above the threshold where a set stays scannable, and several are redundant variants (beta router, three near-duplicate research entry points, overlapping polymarket scanners). The count exceeds what the domain justifies and forces a large selection burden before any call.

Completeness3/5

Coverage is broad for a data-research platform (entity resolution, profiling, change feeds, verification, prediction markets, memory, subscriptions), so few obvious dead ends exist. However the surface is diffuse and the mismatch between the 'Data Tours' server identity and the overwhelmingly Pipeworx/SEC/Polymarket toolset makes it hard to judge whether the intended Tours open-data domain is actually complete.

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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