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Mlb Stats

by io.github.pipeworx-io
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MLB Stats API MCP — official MLB statistics (keyless).

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Status
Unhealthy
Uptime
40.0% over 39 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-mlb-stats
GitHub Stars
0
Server Listing
mcp-mlb-stats

TDQS

A3.8/5.0

Scored across 41 tools

Disambiguation3/5

The MLB tools are cleanly differentiated by resource/action, but the gateway layer has heavy overlap: ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, and deep_research all route questions, and the beta tool's own description admits it currently matches the stable router exactly. The polymarket_* tools (edges, arbitrage, fill_risk, kalshi_spread) are distinguishable but require careful reading to know which to pick. An agent can mostly tell tools apart, but the routing family is genuinely confusing.

Naming Consistency4/5

Names are consistently snake_case, with clear, predictable prefixes for the two dominant families (mlb_*, polymarket_*). A handful of single-word memory/social tools (remember, recall, forget, subscribe, unsubscribe) and some verb_noun vs noun_verb mixes introduce minor variation, but the overall convention is stable and readable.

Tool Count2/5

41 tools is heavy and far beyond a well-scoped set, especially since they span many unrelated domains (MLB stats, SEC/entity research, prediction markets, memory, subscriptions, AI-marketing, npm auditing). The breadth is more characteristic of an aggregator gateway than a coherent single-purpose server, and the tool budget pushes past the 25+ 'too many' band.

Completeness3/5

For the MLB domain implied by the server name, coverage is reasonable (schedule, boxscore, standings, teams, roster, player profile/stats/game log, matchup, probable pitchers), though it lacks live play-by-play and team-level aggregate stats. However, the surface is severely mismatched with the name 'Mlb Stats' since ~31 of 41 tools are non-MLB gateway utilities, making the stated purpose hard to assess as complete.

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."
  2. 1 tool update
    • Changedentity_profile3 fields changed
      • changedInput schema / properties / type / description
        Previous value: -"Entity type. Only \"company\" supported today; person/place coming soon."New value: +"\"company\" or \"ticker\" — both are accepted and behave identically; `value` can be a ticker, CIK, or company name either way. person/place coming soon."
      • changedInput schema / properties / type / enum
        Previous value: -[
-  "company"
-]New value: +[
+  "company",
+  "ticker"
+]
      • changedInput schema / properties / value / description
        Previous value: -"Ticker (e.g., \"AAPL\") or zero-padded CIK (e.g., \"0000320193\"). Names not supported — use resolve_entity first if you only have a name."New value: +"Ticker (e.g., \"AAPL\"), zero-padded CIK (e.g., \"0000320193\"), or company name (e.g., \"Moderna\") — names resolve via SEC EDGAR company-name match."

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