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Pipeworx

by io.github.pipeworx-io
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Server Details

Live data gateway for AI — 3,300+ tools across 750+ sources, with citations

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Status
Unhealthy
Uptime
34.1% over 39 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-pipeworx-catalog
GitHub Stars
0
Server Listing
Pipeworx

TDQS

A3.9/5.0

Scored across 38 tools

Disambiguation3/5

Multiple query tools overlap in purpose (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, validate_claim, entity_profile, compare_entities, recent_changes, bet_research), and the beta variant is explicitly identical to the stable one right now—making selection ambiguous. Descriptions do provide strong routing hints, but the sheer number of research entry points still creates confusion.

Naming Consistency4/5

All names are lowercase snake_case with no camelCase mixing, and patterns like ask_*, polymarket_*, scan_*, and search_* are predictable. Some names are noun-first (data_freshness, entity_profile, ai_visibility_check) rather than strict verb_noun, which is a minor deviation.

Tool Count2/5

38 tools far exceeds the typical 3-15 well-scoped range and lands in the 'too many' bracket. While the server spans many domains (research, prediction markets, platform meta, memory, subscriptions), the volume still imposes high cognitive load and increases misselection risk.

Completeness4/5

The surface covers research, discovery, memory, subscriptions, platform status, prediction-market analytics, AI visibility, and utility functions—a broad and fairly complete set for a data aggregator. Minor gaps remain (e.g., no direct resource-reading tool, and some meta capabilities rely entirely on ask_pipeworx), 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": "will-bitcoin-reach-100k-in-july-2026"
-  },
-  {
-    "market": "https://polymarket.com/event/will-bitcoin-hit-150k-by-june-30-2026"
-  }
-]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 (\"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 (\"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_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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