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Data Bloomington

by io.github.pipeworx-io
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Server Details

Bloomington Open Data (data.bloomington.in.gov) Socrata MCP.

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Status
Unhealthy
Uptime
40.5% over 43 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-data-bloomington
GitHub Stars
0
Server Listing
mcp-data-bloomington

TDQS

A3.9/5.0

Scored across 34 tools

Disambiguation3/5

Several clusters of tools overlap: ask_pipeworx, ask_pipeworx_beta, and ask_pipeworx_grounded are near-identical routers differing mainly in grounding or experimental status; discover_tools and suggest_questions both serve capability discovery; and polymarket_edges overlaps with polymarket_arbitrage on opportunity scanning. Detailed descriptions mitigate some confusion, but an agent still has to read carefully to select the right variant.

Naming Consistency4/5

All tool names use lower snake_case with no camelCase mixing, which is a strong consistent convention. However, the set is not uniformly verb_noun: several names are bare nouns (datasets, metadata, query) or noun_phrases, so it falls short of a fully predictable action pattern.

Tool Count2/5

34 tools is well above the typical 3–15 sweet spot and exceeds the 25-tool threshold for 'too many' in this evaluation. The set mixes Open Data queries, a general research router, Polymarket betting tools, memory, subscriptions, and AI-visibility utilities under one server, which feels heavy and unfocused for a single entry point.

Completeness4/5

For a broad multi-domain data/research server, coverage is strong: Open Data has search, schema, and query; memory has remember/recall/forget; subscriptions have create/list/cancel/alert-read; Polymarket has research, arbitrage, edge scanning, decay tracking, fill-risk, and cross-venue checks. Minor gaps remain, such as no direct generic tool for invoking a discovered Pipeworx tool by name, but most workflows can be assembled without dead ends.

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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