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MLB Stats MCP. Access real-time baseball data and player history instantly.

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MLB Stats MCP on Cursor AI Code Editor MCP Client MLB Stats MCP on Claude Desktop App MCP Integration MLB Stats MCP on OpenAI Agents SDK MCP Compatible MLB Stats MCP on Visual Studio Code MCP Extension Client MLB Stats MCP on GitHub Copilot AI Agent MCP Integration MLB Stats MCP on Google Gemini AI MCP Integration MLB Stats MCP on Lovable AI Development MCP Client MLB Stats MCP on Mistral AI Agents MCP Compatible MLB Stats MCP on Amazon AWS Bedrock MCP Support

Just plug in your AI agents and start using Vinkius.

MLB Stats connects your AI agent to a deep database of Major League Baseball information. Access real-time play-by-play feeds, detailed player profiles, historical statistics, team standings, and full league schedules instantly.

It lets your agent act like a professional sabermetrician without leaving the chat window.

What your AI agents can do

Get live game feed

Retrieves real-time play-by-play, boxscores, and status updates from an ongoing game.

Get person

Gets detailed information about a specific MLB player or team using their identifier.

Get schedule

Retrieves the planned list of games and basic info for any specified date range.

+ 10 more capabilities included
Retrieve live play-by-play feeds

Your AI client pulls real-time boxscores, game status updates, and minute-by-minute action from any active baseball game.

Fetch detailed player information

The agent retrieves a specific athlete's profile, including team affiliation and basic details, using the person's ID.

Calculate historical or current statistics

You get statistical data—like batting averages or ERA—for any player or team by specifying the stat type and time frame.

Determine league structure

The agent lists all active leagues, divisions, and teams, allowing you to narrow down your search scope before pulling data.

Check current standings and rankings

You pull the latest team rankings for a given league or division, including wins and losses.

Supported MCP Clients

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
+ other MCP clients
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AI Agent

MLB Stats MCP Server: 13 Tools for Baseball Data Access

Use these tools to retrieve everything from live play-by-play feeds to deep historical player statistics, covering every aspect of MLB data.

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get live game feed

Retrieves real-time play-by-play, boxscores, and status updates from an ongoing game.

get019e5d36

get person

Gets detailed information about a specific MLB player or team using their identifier.

get019e5d36

get schedule

Retrieves the planned list of games and basic info for any specified date range.

get019e5d36

get standings

Pulls current or historical league standings, filtered by season and type.

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get stats

Retrieves specific statistical data for any player or team (e.g., batting average, ERA).

list019e5d36

list divisions

Lists all existing divisions within the league system.

list019e5d36

list game status

Shows valid codes for game states (e.g., Final, In Progress).

list019e5d36

list leagues

Lists all professional baseball leagues available in the database.

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list positions

Provides a list of recognized player position codes (e.g., C, P, IF).

list019e5d36

list sports

Lists all sports data types supported by the server (MLB and MiLB levels).

list019e5d36

list stat types

Returns a valid list of strings you can use when requesting statistics.

list019e5d36

list teams

Retrieves basic information about all MLB teams and their minor league affiliates.

list019e5d36

list venues

Lists the physical ballparks or venues where games are played.

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What you can do with this MCP connector

When you connect your agent to MLB Stats, you're hooking it up to a deep database covering everything from live action to decades of player performance. It lets your AI client run complex sabermetric analysis without leaving the chat window. You don’t need an actual sports data platform; you just ask your agent what you want, and it calls the right tool.

Real-Time Action & Performance Tracking

You pull real-time boxscores, minute-by-minute play-by-play feeds, and current game status updates using get_live_game_feed for any active baseball contest. To dig into specific numbers—like a player's batting average or team ERA—you use get_stats, just gotta tell it what stat type and who you want data on. If you need to know the general profile of an athlete or whole franchise, get_person pulls that detailed information using their unique ID.

To make sure your stats query is accurate, you first check the valid strings with list_stat_types. You can also confirm which sports levels are covered by checking the data types available via list_sports.

Context and Structure Tools

You gotta know what you're looking at before you pull the numbers. Your agent uses list_leagues to show every professional baseball league in the database, whether it’s MLB or a minor affiliate. If you wanna drill down further, list_divisions shows all existing divisions within those leagues. For team context, list_teams gives basic info on every major club and their minor league affiliates, while list_venues keeps track of the physical ballparks where games are played.

You can narrow your focus by checking available player positions using list_positions or finding out what game state codes mean with list_game_status. If you’re just looking for a general list of players who play in those spots, list_positions gives you the code (like C for catcher or P for pitcher).

Scheduling and Rankings

To plan your analysis around specific dates, use get_schedule; it pulls the planned list of games and basic info across any date range you provide. If you need to know where teams stand in the pecking order, get_standings pulls current or historical league rankings, letting you filter by season or type.

You can get a snapshot of all team placements using this tool. Finally, if you just wanna see what’s happening today and nothing else, you check list_game_status to confirm the valid codes (like 'Final' or 'In Progress') before calling any live data functions.

How MLB Stats MCP Works

  1. 1 Subscribe to the MLB Stats server in your AI client's settings.
  2. 2 Tell your agent what data you need (e.g., 'What were the 2023 stats for the Braves?').
  3. 3 The agent interprets the request, calls the necessary tool (get_stats or list_teams), and returns structured data directly to your chat.

The bottom line is: you ask a question in plain English; the server runs the specific database query needed, and you get the answer back instantly.

Who Is MLB Stats MCP For?

This is for sports data analysts, fantasy league managers, and developers who hate switching between multiple websites to aggregate stats. If your job involves tracking player performance or validating team histories, this saves hours of manual scraping.

Sports Journalist

Using get_person and get_stats, you pull specific player comparisons (e.g., 'Compare Ohtani's 2023 hitting stats to Judge's') for an article draft.

Fantasy League Manager

You use get_live_game_feed and get_standings to monitor real-time performance or check weekly race standings before making roster moves.

Data Scientist / Developer

You call tools like list_teams then loop through them, calling get_stats for each one to build a comprehensive dataset for modeling.

What Changes When You Connect

  • Real-Time Action: Use get_live_game_feed to get boxscores or play-by-play updates the second a pitch happens. You don't have to refresh any website.
  • Deep Player Data: Instead of finding stats on five different pages, call get_stats. Specify the player ID and stat type, and you pull the exact number—hitting, pitching, fielding, etc.
  • Contextual Awareness: Before pulling data, use tools like list_leagues or list_teams. This ensures your agent knows which division or league you're talking about, preventing bad queries.
  • Historical Analysis: Need to compare 2019 stats vs. 2023 stats? Use get_stats across different years with minimal input, building complex reports instantly.
  • Structured Planning: Plan around games using get_schedule for specific dates or check the current race with get_standings. It organizes the chaos of a season into clear data points.

Real-World Use Cases

01

Investigating player decline in a specific role

A journalist needs to prove that a star pitcher's ERA has consistently risen over three seasons. They tell their agent: 'Get the pitching stats for Player X from 2021, 2022, and 2023.' The agent calls get_stats multiple times with year filters, giving the journalist a clean data table ready for an article.

02

Drafting fantasy team analysis mid-game

A user is checking their fantasy lineup. They ask: 'What are the live updates for the Yankees game right now?' The agent calls get_live_game_feed and provides real-time boxscores, allowing the manager to adjust their strategy instantly without opening a dedicated sports app.

03

Building a team affiliation map

A developer needs to list every minor league affiliate for a major club. They start by running list_teams and then use the output IDs, chaining calls to understand the full organizational hierarchy of the MLB system.

04

Checking regional standings quickly

A user only cares about the NL East race for 2018. Instead of browsing multiple league pages, they ask: 'Show me the 2018 American League East standings.' The agent runs get_standings and delivers the exact leaderboard.

The Tradeoffs

Asking for stats without defining scope

Querying 'What are the player stats?' is useless because you haven't told the agent which player, what stat (batting/pitching), or when.

You must specify. Start by calling get_person to get the correct ID, and then use get_stats with specific parameters like 'hitting stats for [ID] in 2023'.

Assuming current data is always available

Trying to pull live game feeds on a random Monday morning when no games are happening. The tool will fail because the event doesn't exist.

Always check the schedule first. Use get_schedule with your desired date range before calling get_live_game_feed. This confirms action is possible.

Treating league structure as static

Assuming all teams are active just because you know their names. The data might include defunct or minor-league affiliates.

Use list_teams first. This validates the team's current status and provides the most accurate ID to use in subsequent calls like get_stats.

When It Fits, When It Doesn't

Use this server if your goal is data retrieval—you need a specific number, score, or list (e.g., 'What was his WAR?'). It's perfect for deep analysis, research papers, and building statistical models.

Don't use it if you need to send messages, create records, or perform complex multi-step logic that isn't purely data querying. For instance, if you want the agent to 'Write a summary of why the Orioles won,' this server only provides the raw numbers (get_standings); it doesn't write the essay. If your task is simply listing all available leagues, use list_leagues first; don't jump straight to get_stats without context.

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by MLB Stats. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This server provides 13 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.

Available Capabilities

get_live_game_feed get_person get_schedule get_standings get_stats list_divisions list_game_status list_leagues list_positions list_sports list_stat_types list_teams list_venues

Gathering baseball data used to mean jumping between 5 different sites.

You know the drill: You start at ESPN for the live score. Then you switch to Baseball-Reference to find historical stats, and maybe hit Statcast just to validate a number. If you need standings, you open MLB's main page. It takes ten minutes of clicking, copying, and pasting into one spreadsheet.

With this MCP server, that stops. You ask your agent for the data—say, 'What were the AL East stats for 2018?' Your agent calls `get_standings` directly, pulls the correct league context, and spits out a clean, structured table. It's all in one chat window.

MLB Stats MCP Server: Get raw data feeds straight into your workflow.

Manual steps that disappear include checking multiple sources for confirmation, formatting dates manually, and cross-referencing team IDs. You don't have to worry about which database holds the final score vs. the historical stats.

Now, you just ask for it. The server handles the connections and data structure. It’s reliable access to professional sports databases, without needing a developer to write complex integration code.

Common Questions About MLB Stats MCP

How do I get live game feeds using `get_live_game_feed`? +

You must provide the specific game ID and date. The feed is real-time, so make sure the game is actually in progress for the data to return anything useful.

Do I need `list_teams` before calling `get_stats`? +

It helps, but it's not always mandatory. Using list_teams first ensures you have the correct, current team ID to prevent stat retrieval failures.

Can I get standings for a season that isn't the current one with `get_standings`? +

Yes, get_standings accepts historical parameters. Just specify the year and league when you run the query.

What is the difference between `get_person` and `get_stats`? +

get_person gives basic profile data (name, team). You use get_stats to get metrics—the actual numbers like batting average or home runs.

What if I want stats for a league that isn't in the main MLB system? +

Check list_sports first. This tells you exactly what levels of minor leagues (MiLB) or other sports are available to pull data from.

If I need to filter stats by type, should I use `list_stat_types` before calling `get_stats`? +

Yes. You must run list_stat_types first. This returns a list of valid strings for the stats parameter, ensuring your agent passes an accepted value like 'HR' or 'ERA'. Using the correct type string prevents data retrieval errors.

What happens if I exceed the query limit when calling `get_live_game_feed`? +

If you send too many requests, the server returns a rate-limit error. Your AI client should detect this 429 status code and implement an exponential backoff strategy. Don't hammer the endpoint; wait longer between calls.

How do I know which leagues are supported before running `get_standings`? +

Run list_leagues to see all currently active league identifiers. You must use one of these IDs when calling get_standings. This prevents the agent from guessing and ensures your request targets a valid organizational structure.

How can I get the play-by-play data for a game currently in progress? +

Use the get_live_game_feed tool with the specific gamePk (game ID). This provides the most detailed real-time feed, including play-by-play and boxscores.

Can I retrieve historical statistics for a specific season? +

Yes! The get_stats and get_standings tools both accept a season parameter (e.g., 2023) to filter data for that specific year.

How do I find the schedule for a specific team? +

You can use get_schedule with a date range. While the schedule tool returns all games, you can ask your AI agent to filter the results for a specific team name or ID found via list_teams.

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Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
+ other MCP clients

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