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Arcgis Irvine

by io.github.pipeworx-io
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Server Details

City of Irvine GIS — Irvine, California open geospatial data (ArcGIS).

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

TDQS

A4/5.0

Scored across 34 tools

Disambiguation3/5

Several clusters overlap meaningfully: ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded are near-identical routers (the beta even admits it mirrors stable), and the polymarket family (edges, arbitrage, edge_tracker, fill_risk, bet_research) all surface trading edges with fuzzy boundaries. discover_tools vs suggest_questions also both answer 'what tools/asks exist'. Most other tools (memory triad, subscription quartet, GIS trio) are clearly distinct.

Naming Consistency5/5

Every tool is lowercase snake_case with a predictable verb_noun or noun-action shape (remember, recall, forget, list_subscriptions, query_layer, resolve_entity). No camelCase or dot-case mixing anywhere. A few names are noun-forward (ai_visibility_check, recent_alerts, polymarket_edges) but still follow the same convention.

Tool Count2/5

34 tools is heavy and includes near-duplicates (ask_pipeworx_beta vs ask_pipeworx, the five-tool polymarket suite) that pad the surface. It is also wildly out of proportion to the server's stated GIS-Irvine purpose, where only search_datasets, layer_info, and query_layer actually belong. The breadth is partly defensible for a data gateway, but the count exceeds what the scoped purpose warrants.

Completeness4/5

For the broad data-gateway role the surface is well covered: entry points (suggest_questions, discover_tools), research/compare/validate, identity resolution, memory, and subscription lifecycle (subscribe/list/unsubscribe/alerts) are all present. Gaps are minor: no tool to update existing subscriptions, no memory-metadata listing beyond recall, and the GIS side offers read/query but no edit or export operations.

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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