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Data Issy

by io.github.pipeworx-io
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Issy-les-Moulineaux Open Data (data.issy.com) — OpenDataSoft MCP.

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Status
Unhealthy
Uptime
30.2% over 54 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-data-issy
GitHub Stars
0
Server Listing
mcp-data-issy

TDQS

A3.9/5.0

Scored across 34 tools

Disambiguation3/5

The set contains several overlapping entry points — ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, discover_tools, and suggest_questions — and ask_pipeworx_beta is documented as currently identical to the stable router, inviting misselection. The unusually detailed descriptions usually draw clear boundaries, but agents must read carefully to choose among multiple question-answering and discovery paths.

Naming Consistency4/5

Almost all tools use snake_case, which is consistent, but the naming patterns vary between verb_noun (compare_entities, resolve_entity), noun_phrases (entity_profile, dataset_info), and prefixed families (ask_pipeworx_*, polymarket_*). The deviations are readable and predictable enough for an agent, but not a single uniform convention.

Tool Count2/5

With 34 tools, the surface is well above the 15-tool benchmark and into the 'too many' range for clean agent selection. Although the underlying Pipeworx gateway is broad, the count is inflated by near-duplicate ask modes, multiple discovery helpers, and a full Polymarket suite, making the set heavy rather than tightly scoped.

Completeness4/5

The tools cover a wide range of domains: data routing, entity resolution, comparison, open-data querying, memory, subscriptions, alerts, feedback, and prediction-market analysis. Minor gaps exist, such as no update operation for subscriptions and no direct citation-fetch tool, but agents can work around these without major failures.

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_research1 field changed
      • 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."
  3. 1 tool update
    • Changedbet_research1 field 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"
+  }
+]

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