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stat-api — Sports Data

by com.stat-api
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Server Details

NFL/NBA/MLB/NHL/PGA + DFS and prediction-market data. Browse free; query with a free API key.

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Status
Healthy
Uptime
99.9% over 60 days
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
Repository
stat-api/mcp
GitHub Stars
0

TDQS

A4.3/5.0

Scored across 9 tools

Disambiguation4/5

The discovery tools (list_leagues, list_tables, describe_table) and the distinct access modes (query_table, get_record, graphql_query) are clearly separated. However, games_on_date and search_players are thin conveniences that overlap with query_table, so an agent could reasonably misselect the generic tool for those specific cases.

Naming Consistency3/5

Most tools follow a verb_noun pattern like describe_table, get_record, list_tables, query_table, and search_players. But api_usage and graphql_query are noun phrases, and games_on_date lacks a verb, creating a mixed but still readable convention.

Tool Count5/5

Nine tools is well-scoped for a sports data API: three for discovery, three for data access, plus GraphQL, quota tracking, and two convenience helpers. Each tool has a clear role and the count sits comfortably in the ideal range.

Completeness5/5

The set covers the full read-only workflow: discover leagues, inspect tables, describe schemas, query tables, fetch by primary key, run GraphQL, and check quota. Gaps like non-NBA player search and NFL date queries are explicitly handled via query_table workarounds, so there are no dead ends.

Available Tools

9 tools
api_usageAPI usage
Read-onlyIdempotent
Inspect

Your key's quota position: plan, monthly record limit, records used, remaining, and when the quota resets. Requires an API key; costs 1 record.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

describe_tableDescribe table
Read-onlyIdempotent
Inspect

Full contract for one table: fields with types and descriptions, the filters query_table accepts (with operators like __gte/__lte/__between/__like and required filter combinations), page-size limits, primary key, and a runnable example URL. No credentials needed. Always call this before query_table — filters not listed here are rejected.

ParametersJSON Schema
NameRequiredDescriptionDefault
tableYes
leagueYes
games_on_dateGames on date
Read-onlyIdempotent
Inspect

Games scheduled/played on one calendar date (US-Eastern) for nba, mlb, or nhl; defaults to today. Returns the same envelope as query_table on the games table. NFL is week-based, not date-based — for nfl, use query_table on nfl/games with season_id + week filters instead. Requires an API key; rows count against quota.

ParametersJSON Schema
NameRequiredDescriptionDefault
dateNoYYYY-MM-DD; defaults to today in US-Eastern time
leagueYes
get_recordGet record
Read-onlyIdempotent
Inspect

Fetch a single row by primary key. Returns the row object. Requires an API key; costs 1 record of quota.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesprimary-key value (integer or text PK)
tableYes
leagueYes
graphql_queryGraphQL query
Read-onlyIdempotent
Inspect

Run a GraphQL query against the same data with relations — nest from a game to its teams/players/odds in one call. Root fields are leagues (nfl, nba, …), each exposing its tables with the same filter arguments as REST plus first/after pagination. Do NOT send introspection queries (the schema is huge) — use describe_table instead; the SDL is at https://api.stat-api.com/api/v1/graphql/sdl. Requires an API key; every row resolved anywhere in the tree counts against quota.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYes
variablesNo
list_leaguesList leagues
Read-onlyIdempotent
Inspect

List every league/data group this API serves (nfl, nba, mlb, nhl, pga, dfs, reference) with table counts and availability. No credentials needed. Start here, then call list_tables.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

list_tablesList tables
Read-onlyIdempotent
Inspect

List every queryable table in one league with a one-line summary each. No credentials needed. Follow with describe_table before querying.

ParametersJSON Schema
NameRequiredDescriptionDefault
leagueYes
query_tableQuery table
Read-onlyIdempotent
Inspect

Query any table. Returns {"<table>": [rows], "limit": N, "next_from_id": M|null, "has_more": bool}. To read every row, start with from_id=0 and re-call with from_id set to the previous next_from_id until it is null. A call without from_id returns the first page in the table's default sort with next_from_id null. filters is a flat object of field or field__op keys from describe_table (e.g. {"season_id": 2024, "day__between": "20250101,20250131"}). Requires an API key (Authorization: Bearer ; free tier at https://stat-api.com). Every returned row counts against the monthly record quota.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
tableYes
leagueYes
filtersNofield or field__op keys → scalar values; see describe_table
from_idNokeyset cursor: 0 for the first page of a full walk, then the previous next_from_id
search_playersSearch NBA players
Read-onlyIdempotent
Inspect

Fuzzy player-name search (typo-tolerant). Currently NBA only — for other leagues query the players table with a name filter via query_table. Returns player rows ordered by match quality. Requires an API key; rows count against quota.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYes
limitNo
leagueNonba

Tool Schema Changelog

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

  1. 4 tool updates
    • Changeddescribe_table1 field changed
      • changedInput schema / properties / league / enum
        Previous value: -[
-  "nfl",
-  "nba",
-  "mlb",
-  "nhl",
-  "pga",
-  "dfs",
-  "kalshi",
-  "polymarket",
-  "reference"
-]New value: +[
+  "nfl",
+  "nba",
+  "mlb",
+  "nhl",
+  "pga",
+  "dfs",
+  "reference"
+]
    • Changedget_record1 field changed
      • changedInput schema / properties / league / enum
        Previous value: -[
-  "nfl",
-  "nba",
-  "mlb",
-  "nhl",
-  "pga",
-  "dfs",
-  "kalshi",
-  "polymarket",
-  "reference"
-]New value: +[
+  "nfl",
+  "nba",
+  "mlb",
+  "nhl",
+  "pga",
+  "dfs",
+  "reference"
+]
    • Changedlist_tables1 field changed
      • changedInput schema / properties / league / enum
        Previous value: -[
-  "nfl",
-  "nba",
-  "mlb",
-  "nhl",
-  "pga",
-  "dfs",
-  "kalshi",
-  "polymarket",
-  "reference"
-]New value: +[
+  "nfl",
+  "nba",
+  "mlb",
+  "nhl",
+  "pga",
+  "dfs",
+  "reference"
+]
    • Changedquery_table1 field changed
      • changedInput schema / properties / league / enum
        Previous value: -[
-  "nfl",
-  "nba",
-  "mlb",
-  "nhl",
-  "pga",
-  "dfs",
-  "kalshi",
-  "polymarket",
-  "reference"
-]New value: +[
+  "nfl",
+  "nba",
+  "mlb",
+  "nhl",
+  "pga",
+  "dfs",
+  "reference"
+]
  2. 1 tool update
    • Changedquery_table1 field changed
      • changedInput schema / properties / from_id / description
        Previous value: -"keyset cursor from next_from_id"New value: +"keyset cursor: 0 for the first page of a full walk, then the previous next_from_id"
  3. 1 tool update
    • Removedgame_markets
  4. 10 tool updates
    • First observedapi_usage
    • First observeddescribe_table
    • First observedgame_markets
    • First observedgames_on_date
    • First observedget_record
    • First observedgraphql_query
    • First observedlist_leagues
    • First observedlist_tables
    • First observedquery_table
    • First observedsearch_players

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