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Edamam

by io.github.pipeworx-io
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Server Details

Edamam MCP — wraps three Edamam APIs in one pack:

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Status
Unhealthy
Uptime
47.5% over 38 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-edamam
GitHub Stars
0

TDQS

A4/5.0

Scored across 34 tools

Disambiguation3/5

The ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded / deep_research family overlaps heavily, and beta is explicitly described as currently identical to ask_pipeworx, which is a real misselection trap. Similarly entity_profile / compare_entities / recent_changes / resolve_entity and ai_visibility_check / scan_competitor_ai_presence share intent. The very long descriptions work hard to differentiate them, keeping it at 3 rather than worse.

Naming Consistency4/5

All 34 tools use snake_case, and the majority lead with a verb (ask_, compare_, discover_, generate_, list_, resolve_, scan_, search_, subscribe/unsubscribe, validate_). A minority use noun-first phrasing (ai_visibility_check, entity_profile, nutrition_analysis, polymarket_edges) but this is internally consistent and readable, so it's mostly uniform with minor stylistic drift.

Tool Count3/5

34 tools is heavy for a single MCP surface and pushes into the borderline-to-excessive band. The breadth is partly justified because many are thin facades over a routing layer covering finance, pharma, prediction markets, memory, and food, but several (three ask_pipeworx variants, two AI-visibility tools, discover_tools vs suggest_questions) feel duplicative rather than earned.

Completeness4/5

The set covers broad ground with real lifecycle coverage: memory (remember/recall/forget), subscriptions (subscribe/list/unsubscribe/recent_alerts), entity resolution through comparison through change-tracking, and deep prediction-market analysis. Minor gaps exist (no recipe-by-id fetch, no update for subscriptions/prior AI-visibility runs), but agents have workarounds through the routing meta-tools.

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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