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Data Detroit

by io.github.pipeworx-io
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Server Details

DataDetroit MCP — Detroit open data (data.detroitmi.gov, ArcGIS REST API).

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

TDQS

A3.9/5.0

Scored across 34 tools

Disambiguation3/5

Several tools overlap noticeably: ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, discover_tools, and suggest_questions all serve as entry points or routers, with beta explicitly matching stable. The Polymarket suite is also dense, where polymarket_edges, polymarket_arbitrage, bet_research, and polymarket_edge_tracker have adjacent discovery/tracking purposes. Rich descriptions help an expert distinguish most tools, but boundaries are not consistently clean.

Naming Consistency4/5

Names are almost entirely lowercase snake_case with no camelCase or other style mixing, which is good. The pattern is not uniformly verb_noun, though: many are noun phrases (entity_profile, recent_changes, pipeworx_trending) and verb choice varies across ask, discover, resolve, scan, and validate. Still, the convention is predictable enough for agents to parse.

Tool Count2/5

34 tools is heavy for one MCP server and spans many unrelated suites: Detroit GIS, dependency scanning, llms.txt generation, AI visibility, Polymarket trading, memory, subscriptions, and general data routing. Only three tools concern the server's namesake 'Detroit' data, so the surface feels aggregated rather than well-scoped. This exceeds a comfortable tool count even for a broad platform.

Completeness3/5

The set covers many workflows through meta-tools: querying, grounded answers, deep research, entity resolution, comparison, validation, memory, alerts, subscriptions, and Detroit ArcGIS access. However, direct first-class tools for major data sources like SEC, FRED, FDA, and USPTO are absent, relying instead on routing through ask_pipeworx or deep_research. The Detroit-specific surface is read-only and lacks explicit dataset discovery beyond known services, leaving notable gaps.

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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