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Openrouter

by io.github.pipeworx-io
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Server Details

OpenRouter Models MCP.

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Status
Unhealthy
Uptime
46.3% over 38 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-openrouter
GitHub Stars
0

TDQS

A4/5.0

Scored across 34 tools

Disambiguation3/5

Descriptions do extensive cross-referencing to steer selection, but several clusters genuinely overlap: ask_pipeworx vs ask_pipeworx_beta (currently identical) and ask_pipeworx_grounded, discover_tools vs suggest_questions, ai_visibility_check vs scan_competitor_ai_presence, and entity_profile vs compare_entities vs recent_changes. An agent can mostly disambiguate from the text, but misselection risk is real across these groups.

Naming Consistency4/5

All names use lowercase snake_case with recognizable prefix families (ask_pipeworx*, polymarket_*, compare_*, list_*, scan_*). It is not a strict verb_noun pattern throughout — several are noun phrases (entity_profile, recent_alerts, polymarket_edges, bet_research) — but casing and grouping are consistent and readable.

Tool Count3/5

34 tools is heavy and spans many unrelated domains (structured-data research, OpenRouter model catalog, Polymarket betting, memory, subscriptions, AI-marketing audits, npm dependency checks, llms.txt generation). Each cluster is defensible, but the sprawl plus redundant entries (ask_pipeworx_beta, dual discovery tools) pushes it past a well-scoped set.

Completeness4/5

Memory (remember/recall/forget) and subscriptions (subscribe/unsubscribe/list_subscriptions/recent_alerts) form complete lifecycles, and the research surface (ask, grounded, deep_research, entity/compare/validate) is broad. Minor gaps remain: no direct resource-fetch tool for pipeworx:// URIs (relies on MCP resources) and subscriptions can only be deactivated, not updated.

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_research1 field changed
      • 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."
  3. 1 tool update
    • Changedbet_research1 field 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"
+  }
+]

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