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Arcgis Lakecountyil

by io.github.pipeworx-io
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Server Details

Lake County GIS — Lake County, Illinois open geospatial data (ArcGIS).

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Status
Unhealthy
Uptime
42.8% over 41 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-arcgis-lakecountyil
GitHub Stars
0
Server Listing
mcp-arcgis-lakecountyil

TDQS

A3.8/5.0

Scored across 34 tools

Disambiguation3/5

The very long descriptions work hard to differentiate tools, but real overlap remains: ask_pipeworx, ask_pipeworx_beta (explicitly stated to 'currently match ask_pipeworx exactly') and ask_pipeworx_grounded all route the same questions, and the five polymarket_* tools plus bet_research have intersecting purposes. An agent can usually pick correctly from the descriptions, but the beta/stable router pair and the Polymarket cluster create genuine misselection risk.

Naming Consistency4/5

Almost everything is snake_case (query_layer, validate_claim, resolve_entity, recent_alerts), which is coherent and readable. There are minor style deviations — pure noun tools (recall, forget, subscribe), inconsistent prefixes (polymarket_* vs scan_*), and the verb_noun vs noun_noun mix — but nothing chaotic.

Tool Count2/5

34 tools is heavy for the stated purpose, and the set is a mashup: only 3 tools (search_datasets, layer_info, query_layer) belong to the Lake County GIS domain the server is named after, while the other 31 are Pipeworx gateway tools. Redundant entries (three ask_pipeworx variants) pad the count further rather than earning their place.

Completeness3/5

The GIS subset covers the read lifecycle well (discover → inspect schema → query rows), which is arguably sufficient for a read-only geospatial server, but it lacks any write/edit or metadata-export operations. The Pipeworx side is broad in coverage, yet the two domains are stitched together with no shared framing, making the overall surface hard to assess as a coherent whole.

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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