mlb-api-mcp
MCP ServerFreeMCP server: mlb-api-mcp
Capabilities6 decomposed
mlb data retrieval via mcp protocol
Medium confidenceExposes MLB API endpoints through the Model Context Protocol, allowing Claude and other MCP-compatible clients to query live baseball data (teams, players, schedules, scores, statistics) by translating MCP tool calls into HTTP requests to the MLB Stats API. Uses a schema-based tool registry that maps natural language requests to specific MLB API endpoints with parameter validation and response transformation.
Implements MCP server pattern specifically for MLB Stats API, providing schema-validated tool definitions that translate Claude's natural language requests into structured API calls with automatic response formatting for readability in chat contexts.
Eliminates the need for custom MLB API wrapper code by leveraging MCP's standardized tool-calling protocol, making it instantly compatible with Claude and other MCP hosts without additional integration work.
schema-based mlb tool definition and validation
Medium confidenceDefines a set of MCP tools with JSON schemas that describe available MLB queries (teams, players, games, statistics), including parameter types, required fields, and value constraints. Each tool schema maps to a specific MLB Stats API endpoint, with input validation ensuring only valid parameters are passed to the upstream API, reducing malformed requests and improving error handling.
Implements MCP's tool schema pattern specifically for MLB data, with parameter validation that prevents invalid queries before they reach the MLB API, reducing wasted API calls and improving reliability in multi-turn conversations.
More robust than ad-hoc API wrappers because schema validation is declarative and enforced by the MCP protocol itself, giving Claude and other clients built-in parameter hints and type safety.
real-time mlb game and schedule data streaming
Medium confidenceRetrieves current and upcoming MLB game schedules, live scores, and game status from the MLB Stats API, with support for filtering by date, team, or league. The MCP server translates Claude's natural language requests (e.g., 'What games are happening today?') into parameterized API calls that fetch fresh data on each request, ensuring Claude always has current information without caching stale results.
Wraps MLB Stats API's schedule and game endpoints in MCP tools that Claude can call naturally, translating conversational queries like 'What's the score of the Yankees game?' into parameterized API requests with automatic response formatting.
More accessible than direct API calls because Claude handles natural language interpretation, date parsing, and team name resolution automatically, while the MCP server handles the low-level API integration.
player statistics and career data lookup
Medium confidenceProvides MCP tools to query individual player statistics, career records, and biographical information from the MLB Stats API. Claude can resolve player names to IDs, fetch season-by-season stats, career totals, and advanced metrics (ERA, OPS, WAR equivalents where available), with response formatting optimized for readability in chat contexts.
Implements player lookup as an MCP tool that handles name-to-ID resolution and formats multi-season statistics into readable summaries, allowing Claude to answer complex player comparison questions without requiring users to know MLB Stats API player IDs.
More conversational than raw API access because Claude can interpret ambiguous player names, aggregate stats across seasons, and present data in narrative form rather than raw JSON.
team roster and lineup information retrieval
Medium confidenceExposes MCP tools to fetch current team rosters, player lineups, and roster transactions from the MLB Stats API. Claude can query a team's active roster, retrieve position-by-position breakdowns, and access recent roster moves (trades, signings, injuries), with automatic formatting for readability in conversations.
Implements team roster queries as MCP tools that resolve team names to IDs and format roster data into position-grouped summaries, enabling Claude to answer questions like 'Who's the Yankees' starting pitcher?' without requiring manual API calls.
More user-friendly than direct API access because Claude handles team name disambiguation and formats roster data into readable position groups rather than flat player lists.
standings and league statistics aggregation
Medium confidenceProvides MCP tools to fetch current MLB standings (by division or league), win-loss records, and aggregate league statistics from the MLB Stats API. Claude can query standings filtered by division, retrieve playoff seeding information, and access league-wide statistical leaders, with automatic formatting for readability in conversations.
Implements standings queries as MCP tools that aggregate division-level data and format it into readable tables, allowing Claude to answer playoff-related questions and provide context about league-wide performance without requiring users to parse raw API responses.
More accessible than raw API access because Claude can interpret division names, calculate games-back automatically, and present standings in narrative or tabular form based on user preference.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
Related Artifactssharing capabilities
Artifacts that share capabilities with mlb-api-mcp, ranked by overlap. Discovered automatically through the match graph.
mlb-gameday-bot
MCP server: mlb-gameday-bot
MLB API Server
Provide seamless access to comprehensive MLB statistics and baseball data through an MCP interface. Integrate current standings, game schedules, player stats, live game data, and more into AI workflows effortlessly. Enable AI applications to query and utilize detailed baseball information via standa
MLB Stats Server
Provide structured access to Major League Baseball statistics through an MCP server. Query and retrieve detailed baseball data including statcast, fangraphs, and baseball reference stats. Generate visualizations and integrate seamlessly with MCP-compatible clients for enhanced baseball analytics.
live-sports-scoreboard-api
MCP server: live-sports-scoreboard-api
espn-mcp
MCP server: espn-mcp
ESPN Server
Access real-time sports data from ESPN through a standardized interface. Get live scores, player statistics, and league standings for major sports leagues including NFL, NBA, MLB, and more. Export data easily to markdown files for reporting and analysis.
Best For
- ✓AI developers building Claude-based sports analytics applications
- ✓Teams creating LLM agents that need live MLB data context
- ✓Non-technical users wanting to query baseball statistics via natural language in Claude
- ✓Developers building robust LLM agents that need strict input validation
- ✓Teams wanting to expose MLB data safely to Claude without custom validation logic
- ✓MCP client developers implementing tool discovery and parameter hints
- ✓Sports fans using Claude to check scores and schedules conversationally
- ✓Developers building sports-focused LLM agents that need live game context
Known Limitations
- ⚠Depends on MLB Stats API availability and rate limits — no built-in caching or request batching
- ⚠MCP protocol overhead adds latency compared to direct API calls
- ⚠Limited to MLB data only — no minor leagues, international baseball, or historical archives beyond API retention
- ⚠No authentication required but subject to MLB Stats API's public rate limits (typically 120 requests/minute)
- ⚠Schema validation only covers input parameters — does not validate MLB API response structure or handle API schema changes
- ⚠No runtime schema evolution — requires manual updates if MLB API adds new endpoints or parameters
Requirements
Input / Output
UnfragileRank
UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.
About
MCP server: mlb-api-mcp
Categories
Alternatives to mlb-api-mcp
Search the Supabase docs for up-to-date guidance and troubleshoot errors quickly. Manage organizations, projects, databases, and Edge Functions, including migrations, SQL, logs, advisors, keys, and type generation, in one flow. Create and manage development branches to iterate safely, confirm costs
Compare →AI-optimized web search and content extraction via Tavily MCP.
Compare →Scrape websites and extract structured data via Firecrawl MCP.
Compare →Are you the builder of mlb-api-mcp?
Claim this artifact to get a verified badge, access match analytics, see which intents users search for, and manage your listing.
Get the weekly brief
New tools, rising stars, and what's actually worth your time. No spam.
Data Sources
Looking for something else?
Search →