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Conceptnet

by io.github.pipeworx-io
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ConceptNet MCP — open multilingual word/phrase relation graph

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Status
Unhealthy
Uptime
50.7% over 36 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-conceptnet
GitHub Stars
0
Server Listing
mcp-conceptnet

TDQS

A3.6/5.0

Scored across 34 tools

Disambiguation3/5

Several tool clusters overlap heavily: ask_pipeworx, ask_pipeworx_beta, and ask_pipeworx_grounded are three near-identical routers (the beta's own description admits it 'currently matches ask_pipeworx exactly'), and discover_tools, suggest_questions, and ask_pipeworx all compete as entry points. The betting tools (arbitrage/edges/edge_tracker/fill_risk/kalshi_spread) and ConceptNet lookup/query also have blurry boundaries, though their long descriptions help an agent choose.

Naming Consistency4/5

Most tools follow a clear snake_case verb_noun or noun-noun pattern (entity_profile, resolve_entity, compare_entities, recent_changes, validate_claim, scan_dependency, generate_llms_txt) with a consistent polymarket_ family. The main deviations are the bare ConceptNet names (lookup, query, relatedness) and the suffixed ask_pipeworx/beta/grounded trio, but overall it reads predictably.

Tool Count3/5

34 tools is on the heavy side and includes redundancy (three ask_pipeworx variants, three discovery/meta tools), which inflates the count beyond what the job needs. A gateway spanning research, betting, memory, monitoring, and ConceptNet legitimately needs a broad surface, but a few tools are borderline duplicates that could be consolidated.

Completeness4/5

The surface covers discovery, single-shot and deep research, entity resolution, comparison, change tracking, memory lifecycle (remember/recall/forget), subscription lifecycle (subscribe/list/unsubscribe/alerts), validation, and betting analysis—a broad, coherent lifecycle. Minor gaps remain (e.g. no explicit batch/status operation beyond what recent_alerts and list_subscriptions provide), but agents can work around them.

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": "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."
    • Changedpolymarket_kalshi_spread1 field changed
      • changedInput schema / examples
        Previous value: -[
-  {
-    "topic": "fed"
-  },
-  {
-    "topic": "btc"
-  }
-]New value: +[
+  {
+    "topic": "fed"
+  },
+  {
+    "topic": "btc"
+  },
+  {
+    "topic": "bitcoin"
+  },
+  {
+    "topic": "fed rate decision"
+  }
+]
  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_spread1 field changed
      • 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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