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Data Montreal

by io.github.pipeworx-io
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Server Details

DataMontreal MCP — City of Montreal open data (donnees.montreal.ca, CKAN API).

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Status
Unhealthy
Uptime
43.3% over 37 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-data-montreal
GitHub Stars
0
Server Listing
data-montreal

TDQS

A3.8/5.0

Scored across 34 tools

Disambiguation3/5

Several families contain near-duplicate tools (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded; polymarket_arbitrage vs polymarket_edges) that an agent could easily misselect, despite descriptions clarifying their roles. The many meta-tools (discover_tools, suggest_questions, deep_research) also overlap in purpose, though each has a distinct niche. Overall, some ambiguity remains but descriptions mostly help.

Naming Consistency3/5

Snake_case is used throughout, but conventions vary: verb_noun (compare_entities, resolve_entity), noun_phrase (entity_profile, bet_research), bare verbs (remember, subscribe), and prefixed families (montreal_, polymarket_, pipeworx_). This makes the naming pattern somewhat unpredictable, though still readable.

Tool Count2/5

34 tools is heavy for a server named Data Montreal, and the set bundles unrelated Pipeworx platform utilities with local open-data access. This exceeds the 25-tool threshold for 'too many' given the lack of a tightly scoped domain. The count feels excessive for the apparent purpose.

Completeness4/5

The surface covers a broad range (data lookup, memory, subscriptions, feedback, prediction markets, local datasets) with no glaring lifecycle gaps for read-only data. Minor gaps include no direct tool to read a pipeworx:// resource and limited Montreal dataset metadata/search refinement, but these are workaroundable.

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": "will-bitcoin-reach-100k-in-july-2026"
-  },
-  {
-    "market": "https://polymarket.com/event/will-bitcoin-hit-150k-by-june-30-2026"
-  }
-]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 (\"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 (\"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_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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