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Open Contracting

by io.github.pipeworx-io
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Open Contracting MCP — international public procurement: government tenders

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Status
Unhealthy
Uptime
45.8% over 38 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-open-contracting
GitHub Stars
0
Server Listing
mcp-open-contracting

TDQS

A3.8/5.0

Scored across 39 tools

Disambiguation2/5

Several tools are nearly indistinguishable in purpose: ask_pipeworx and ask_pipeworx_beta are explicitly identical right now, and the prediction-market suite (bet_research, polymarket_arbitrage, polymarket_edges, polymarket_edge_tracker, polymarket_fill_risk, polymarket_kalshi_spread) has heavy functional overlap — all surface mispricing/edge signals. The four oc_* tools are distinct, but an agent would struggle to pick among the ask_pipeworx family and the polymarket family without reading extensive descriptions.

Naming Consistency3/5

Naming is clustered but not unified: the oc_*, polymarket_*, and ask_pipeworx* families follow clear internal patterns, but the overall set mixes bare verbs (remember, recall, forget, subscribe, unsubscribe), descriptive noun phrases (entity_profile, recent_changes, bet_research, scan_dependency), and miscellaneous names (generate_llms_txt, kalshi_weather_edge). There is no single predictable convention across the server.

Tool Count2/5

39 tools is well over the 25+ threshold for a heavy surface, and the count is especially indefensible given the server is named 'Open Contracting' but only 4 of 39 tools (oc_coverage, oc_process_history, oc_recent, oc_tender_search) relate to that domain. The remaining 35 are a grab-bag of unrelated Pipeworx features (prediction markets, AI visibility, npm scanning, memory, subscriptions), making the count far exceed the stated purpose.

Completeness3/5

For the open-contracting read surface, the four oc_* tools cover the essentials well: search (oc_tender_search), recent publication feed (oc_recent), per-process release history (oc_process_history), and data availability/freshness (oc_coverage) — a sensible read-only surface with no dead ends. However, the server's stated purpose is almost entirely unrepresented; 35 tools serve unrelated domains, and the open-contracting coverage lacks features like download/export or publisher-level detail that one might expect.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 4 tool updates
    • Addedkalshi_weather_edge
    • Addedrelease_calendar_markets
    • Addedresolution_audit
    • Addedresolution_diff
  2. 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."
  3. 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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