livefpl-mcp
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- AlicenseNot gradedqualityBmaintenanceEnables remote access to Sleeper fantasy football leagues via an MCP endpoint, providing read-only tools for league snapshots, transactions, traded picks, and computed free agents to any MCP client.100 npmMIT
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- AlicenseNot gradedqualityCmaintenanceAn MCP server that equips AI assistants with 33 tools for Fantasy Premier League analytics, including fixtures, squad management, live scores, transfers, captaincy, and price movements, using async access to official FPL endpoints with TTL caching.3MIT
- AlicenseNot gradedqualityBmaintenanceEnables querying live Fantasy Premier League data — gameweek fixtures with difficulty ratings, live scores, player prices/form/ownership, team strength ratings, and mini-league standings and ownership. It also issues self-service API keys to mini-league members so each caller's own squad and leagues are resolved automatically from their key.MIT
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TDQS
Scored across 9 tools
Each tool has a clearly distinct purpose: risers vs fallers, specific player prediction, transfer pairs, price status, and three transfer-trend variants (graph, by-position grid, raw data) that differ by output format and scope. The league live score tool is completely separate. No two tools could be reasonably confused.
All tools share the 'livefpl_' prefix and use descriptive snake_case names that convey the subject (price, player, transfer, league). While the pattern is not a strict verb_noun (e.g., 'price_risers' vs 'player_prediction'), the naming is consistent in style and predictable, with only minor grammatical variation across the set.
Nine tools is well-scoped for an FPL price-and-transfer analysis service. Each tool serves a distinct purpose without redundancy, covering prediction lists, specific queries, transfer trends (in multiple forms), and league standings. The count feels deliberate and not excessive.
The tool surface covers the primary domain: price prediction (risers/fallers, specific player), transfer volume (top transfers, trend graphs/data), and live league standings. Minor gaps exist (e.g., no transfer history or individual player ownership data), but the core workflows have no dead ends and agents can achieve the intended tasks without missing operations.