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Bitstamp

by io.github.pipeworx-io
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Bitstamp MCP (public endpoints).

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Status
Unhealthy
Uptime
42.3% over 43 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-bitstamp
GitHub Stars
0
Server Listing
mcp-bitstamp

TDQS

A3.6/5.0

Scored across 43 tools

Disambiguation2/5

Many tools have overlapping purposes, especially within the prediction market cluster (polymarket_arbitrage, polymarket_edges, polymarket_edge_tracker, polymarket_fill_risk, polymarket_kalshi_spread, bet_research) and the data lookup cluster (ask_pipeworx, ask_pipeworx_grounded, deep_research, validate_claim, entity_profile, company_facts, compare_entities). Even though descriptions are detailed, an agent would struggle to pick the right one without careful reading, risking misselection.

Naming Consistency3/5

Most tools use snake_case with either verb-first (ask_pipeworx, recall, subscribe) or noun-first (ticker, ohlc, entity_profile) patterns, but the set mixes these inconsistently. Some names are compound (polymarket_kalshi_spread, release_calendar_markets), and there are near-duplicate names like ask_pipeworx vs ask_pipeworx_beta. The naming is readable but not uniform.

Tool Count2/5

43 tools is heavy, especially with several near-duplicates (ask_pipeworx_beta, ticker vs ticker_hour, polymarket_arbitrage vs polymarket_edges) that inflate the count. The scope is extremely broad (exchange data, general data lookup, prediction markets, memory), but the set feels over-stuffed with redundant tools rather than well-scoped.

Completeness3/5

The Bitstamp portion covers market data (ticker, ohlc, order_book, transactions) but lacks trading functionality (no place_order, cancel_order, account balance), a notable gap for an exchange server. The Pipeworx side covers many data sources but has gaps like no direct market detail tool (only via polymarket_arbitrage) and no subscription update tool. There are workable but notable missing operations.

Tool Schema Changelog

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

  1. 28 tool updates
    • Changedai_visibility_check1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "entity": "Tesla"
+  }
+]
    • Changedask_pipeworx_beta1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "question": "What is the current US unemployment rate?"
+  }
+]
    • Changedask_pipeworx_grounded1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "question": "What was Apple's fiscal 2023 revenue?"
+  }
+]
    • Addedcompany_facts
    • Changedcompare_entities1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "type": "company",
+    "values": [
+      "AAPL",
+      "MSFT"
+    ]
+  }
+]
    • Changeddeep_research1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "depth": "quick",
+    "question": "What is the current US unemployment rate and how has it changed over the past year?"
+  }
+]
    • Changedentity_profile1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "type": "company",
+    "value": "AAPL"
+  }
+]
    • Changedgenerate_llms_txt1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "url": "https://pipeworx.io"
+  }
+]
    • Addedkalshi_weather_edge
    • Changedohlc4 fields changed
      • addedOutput schema / properties / data
        Added value: +{
+  "properties": {
+    "ohlc": {
+      "items": {
+        "properties": {
+          "close": {
+            "type": "string"
+          },
+          "high": {
+            "type": "string"
+          },
+          "low": {
+            "type": "string"
+          },
+          "open": {
+            "type": "string"
+          },
+          "timestamp": {
+            "type": "string"
+          },
+          "volume": {
+            "type": "string"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "pair": {
+      "type": "string"
+    }
+  },
+  "type": "object"
+}
      • removedOutput schema / properties / ohlc
        Removed value: -{
-  "description": "OHLC candles",
-  "items": {
-    "description": "Candle [timestamp, open, high, low, close, volume]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "type": "array"
-}
      • removedOutput schema / properties / pair
        Removed value: -{
-  "description": "Currency pair",
-  "type": "string"
-}
      • removedOutput schema / properties / timestamp
        Removed value: -{
-  "description": "Unix timestamp",
-  "type": "string"
-}
    • Changedpipeworx_feedback1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "message": "Fleet #2184 smoke test: verifying pipeworx_feedback example call returns non-empty.",
+    "type": "other"
+  }
+]
    • Changedpipeworx_trending1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "window": "7d"
+  }
+]
    • Changedpolymarket_arbitrage1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "topic": "Fed rate decision"
+  }
+]
    • Changedpolymarket_edge_tracker1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "days": 14,
+    "window": "1wk"
+  }
+]
    • Changedpolymarket_edges3 fields changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "limit": 5,
+    "window": "1wk"
+  }
+]
      • changedInput schema / properties / min_edge_pp / description
        Previous value: -"Minimum |edge| in percentage points to include (default 0.5). Edge is evaluated NET of slippage."New value: +"Minimum |edge| in percentage points to include (default 0.5). Edge is evaluated NET of slippage and Polymarket's own taker fee."
      • changedInput schema / properties / slippage_pp / description
        Previous value: -"Assumed execution slippage in percentage points per leg (default 0.3). Subtracted from raw |edge| before ranking and Kelly sizing. Polymarket has zero trading fees as of 2024 but bid/ask + thin depth typically eats 20-50bp per trade. Bump for very thin partitions; drop to 0 if you have a smarter fill model."New value: +"Assumed execution slippage in percentage points per leg (default 0.3), for bid/ask + thin depth cost that a last-trade price does not show. Subtracted from raw |edge| before ranking and Kelly sizing, ON TOP OF Polymarket's own taker fee — which is NOT zero (rate 0.04-0.07 depending on category, read off each market's own published fee schedule; see fees_pp_applied on every row and fees.ts for the full schedule). Bump slippage for very thin partitions; drop to 0 if you have a smarter fill model — the fee still applies regardless."
    • Changedpolymarket_fill_risk1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "market": "will-the-fed-increase-interest-rates-by-25-bps-after-the-december-2026-meeting-20260729232808636",
+    "side": "buy_yes",
+    "size_usd": 1000
+  }
+]
    • Changedrecent_changes1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "since": "30d",
+    "type": "company",
+    "value": "AAPL"
+  }
+]
    • Addedrelease_calendar_markets
    • Changedremember1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "key": "target_ticker",
+    "value": "AAPL"
+  }
+]
    • Addedresolution_audit
    • Addedresolution_diff
    • Changedresolve_entity1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "type": "company",
+    "value": "AAPL"
+  }
+]
    • Changedscan_competitor_ai_presence1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "entities": [
+      "Pipeworx",
+      "Zapier"
+    ]
+  }
+]
    • Changedscan_dependency1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "package": "left-pad"
+  }
+]
    • Changedsearch_within1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "query": "supply-chain risk",
+    "text": "Apple Inc. reported fiscal 2023 revenue of $383.285 billion, driven by strong iPhone and Services growth. Net income was $96.995 billion. The company faced supply-chain risk in China during the quarter."
+  }
+]
    • Changedsuggest_questions1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "topic": "finance"
+  }
+]
    • Changedtransactions3 fields changed
      • addedOutput schema / properties / count
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / items
        Added value: +{
+  "items": {
+    "properties": {
+      "amount": {
+        "type": "string"
+      },
+      "date": {
+        "type": "string"
+      },
+      "price": {
+        "type": "string"
+      },
+      "tid": {
+        "type": "string"
+      },
+      "type": {
+        "type": "string"
+      }
+    },
+    "type": "object"
+  },
+  "type": "array"
+}
      • removedOutput schema / properties / transactions
        Removed value: -{
-  "description": "List of recent transactions",
-  "items": {
-    "properties": {
-      "amount": {
-        "description": "Transaction amount",
-        "type": "string"
-      },
-      "date": {
-        "description": "Transaction date",
-        "type": "string"
-      },
-      "price": {
-        "description": "Transaction price",
-        "type": "string"
-      },
-      "tid": {
-        "description": "Transaction ID",
-        "type": "string"
-      },
-      "type": {
-        "description": "Buy or sell",
-        "type": "string"
-      }
-    },
-    "type": "object"
-  },
-  "type": "array"
-}
    • Changedvalidate_claim1 field changed
      • addedInput schema / examples
        Added value: +[
+  {
+    "claim": "Apple's fiscal 2023 revenue was $383 billion"
+  }
+]
  2. 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"
+  }
+]
  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_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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