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Arcgis Lubbock

by io.github.pipeworx-io
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Server Details

City of Lubbock GIS — Lubbock, Texas open geospatial data (ArcGIS).

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Status
Unhealthy
Uptime
42.6% over 40 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-arcgis-lubbock
GitHub Stars
0
Server Listing
mcp-arcgis-lubbock

TDQS

A3.9/5.0

Scored across 34 tools

Disambiguation3/5

Several clusters overlap heavily: ask_pipeworx vs ask_pipeworx_beta vs ask_pipeworx_grounded vs deep_research are four near-identical routers, and polymarket_edges/arbitrage/edge_tracker/fill_risk/kalshi_spread form a dense family with fuzzy boundaries. The verbose descriptions do help distinguish them, and the memory/subscription/ArcGIS tools are distinct, so the overlap is real but partially mitigated.

Naming Consistency4/5

Everything is lowercase snake_case, which is consistent. However conventions mix verb-first (compare_entities, resolve_entity, validate_claim, search_within) with noun-phrase names (bet_research, entity_profile, polymarket_edges, recent_alerts, suggest_questions), a minor deviation rather than a chaotic one.

Tool Count2/5

34 tools is heavy for the apparent scope, and for a server named 'Arcgis Lubbock' only three tools (search_datasets, layer_info, query_layer) are actually ArcGIS — the remaining ~31 are a general-purpose Pipeworx data gateway. That volume plus the domain mismatch pushes it into the 'too many' band.

Completeness4/5

As a research/gateway surface it is broad and coherent: identity resolution, profiles, comparisons, claim validation, memory, and subscriptions are all present with no obvious dead ends. The weakness is that the stated GIS domain is thin — read-only dataset search, layer info, and query, with no coverage beyond that.

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."
  2. 1 tool update
    • Changedentity_profile3 fields changed
      • changedInput schema / properties / type / description
        Previous value: -"Entity type. Only \"company\" supported today; person/place coming soon."New value: +"\"company\" or \"ticker\" — both are accepted and behave identically; `value` can be a ticker, CIK, or company name either way. person/place coming soon."
      • changedInput schema / properties / type / enum
        Previous value: -[
-  "company"
-]New value: +[
+  "company",
+  "ticker"
+]
      • changedInput schema / properties / value / description
        Previous value: -"Ticker (e.g., \"AAPL\") or zero-padded CIK (e.g., \"0000320193\"). Names not supported — use resolve_entity first if you only have a name."New value: +"Ticker (e.g., \"AAPL\"), zero-padded CIK (e.g., \"0000320193\"), or company name (e.g., \"Moderna\") — names resolve via SEC EDGAR company-name match."

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