{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-cloudbet","slug":"cloudbet","name":"Cloudbet","type":"mcp","url":"https://github.com/cloudbet/sports-mcp-server","page_url":"https://unfragile.ai/cloudbet","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-cloudbet__cap_0","uri":"capability://tool.use.integration.real.time.sports.fixtures.and.event.retrieval","name":"real-time sports fixtures and event retrieval","description":"Fetches current and upcoming sports fixtures across multiple sports (football, basketball, tennis, esports) from Cloudbet's API, returning structured event data including teams, schedules, venues, and competition metadata. Implements polling-based synchronization with MCP server endpoints to expose fixture data as callable tools, enabling LLM agents to query live event calendars without direct API integration.","intents":["I need to fetch upcoming football matches and their scheduled times for a betting analysis agent","I want my LLM to know what esports tournaments are happening today without hardcoding event data","I need to build a sports data aggregator that pulls fixtures from a single normalized API"],"best_for":["LLM agents building sports betting applications","teams building multi-sport data pipelines","developers integrating sports data into Claude/LLM workflows via MCP"],"limitations":["Fixture data freshness depends on Cloudbet API update frequency — may lag live event changes by 1-5 minutes","Limited to sports covered by Cloudbet (primarily football, basketball, tennis, esports) — no niche sports support","No historical fixture data — only current and future events available"],"requires":["Cloudbet API credentials (API key)","MCP client compatible with Claude or other LLM platforms","Network connectivity to Cloudbet API endpoints"],"input_types":["sport type (string: 'football', 'basketball', 'tennis', 'esports')","optional filters (date range, league, team name)"],"output_types":["structured JSON: fixture objects with id, teams, scheduled_time, venue, competition_name, status"],"categories":["tool-use-integration","sports-data"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-cloudbet__cap_1","uri":"capability://tool.use.integration.live.odds.and.market.data.streaming","name":"live odds and market data streaming","description":"Retrieves current betting odds, spreads, and market lines for active sports events from Cloudbet's live odds feed, structured by market type (moneyline, spread, over/under, prop bets). Implements MCP tool endpoints that parse Cloudbet's odds response format and expose odds as queryable data, allowing LLM agents to compare odds across markets and make data-driven betting recommendations.","intents":["I need to fetch current odds for a specific match to calculate implied probability","I want my agent to compare moneyline vs spread odds to find arbitrage opportunities","I need to track odds changes over time for a betting strategy backtest"],"best_for":["quantitative traders building odds analysis agents","sports betting platforms integrating Cloudbet liquidity","LLM-powered betting advisors needing real-time market data"],"limitations":["Odds are point-in-time snapshots — no built-in historical odds tracking or time-series storage","Market coverage limited to Cloudbet's available markets — may not include all prop bets or niche markets","Odds latency depends on Cloudbet's update frequency — typically 1-10 seconds behind live exchanges"],"requires":["Cloudbet API credentials with odds data access","MCP client with support for JSON-structured tool responses","Understanding of odds formats (decimal, fractional, or implied probability conversion)"],"input_types":["fixture_id (string)","optional market_type filter (string: 'moneyline', 'spread', 'over_under', 'prop')"],"output_types":["structured JSON: odds objects with market_type, odds_value, implied_probability, available_stake_range"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-cloudbet__cap_2","uri":"capability://tool.use.integration.stake.limit.and.betting.constraint.enforcement","name":"stake limit and betting constraint enforcement","description":"Queries Cloudbet's stake limit API to retrieve maximum bet amounts, minimum bet thresholds, and market-specific betting constraints for each fixture and market type. Implements MCP tool that returns constraint metadata, enabling LLM agents to validate bet sizes before placement and avoid rejected bets due to limit violations. Constraints are market-specific and may vary by user account tier.","intents":["I need to check the maximum stake allowed before placing a bet on this market","I want my agent to automatically adjust bet size if it exceeds Cloudbet's limits","I need to understand which markets have reduced stake limits due to low liquidity"],"best_for":["automated betting agents that need to validate bet parameters before submission","risk management systems enforcing position limits","LLM-powered betting platforms building user-facing bet validation"],"limitations":["Stake limits are dynamic and may change based on real-time liquidity — cached values may become stale within minutes","Limits are account-tier dependent — same market may have different limits for different users","No predictive information about when limits might change — only current snapshot available"],"requires":["Cloudbet API credentials with account-specific limit data access","MCP client supporting structured JSON responses","Understanding of Cloudbet's account tier system"],"input_types":["fixture_id (string)","market_type (string)","optional user_account_tier (string)"],"output_types":["structured JSON: constraint object with min_stake, max_stake, currency, account_tier, last_updated_timestamp"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-cloudbet__cap_3","uri":"capability://planning.reasoning.multi.market.betting.recommendation.synthesis","name":"multi-market betting recommendation synthesis","description":"Combines fixture data, live odds, and stake limits into a unified MCP tool that generates structured betting recommendations by comparing odds across markets and calculating expected value. Implements decision logic that evaluates moneyline vs spread vs over/under markets for the same event, ranks recommendations by edge, and filters by stake constraints. Returns ranked recommendations with confidence scores and reasoning.","intents":["I want my agent to compare all available markets for a match and recommend the best value bet","I need to generate a ranked list of betting opportunities across multiple sports with EV calculations","I want to find arbitrage opportunities by comparing odds across different market types"],"best_for":["quantitative betting agents optimizing for expected value","sports betting platforms building recommendation engines","LLM-powered advisors that need to synthesize multi-dimensional betting data"],"limitations":["Recommendation quality depends on odds accuracy and freshness — stale odds lead to poor EV estimates","No account for user risk tolerance or bankroll management — recommendations are purely EV-based","Arbitrage detection limited to Cloudbet's markets — cross-exchange arbitrage requires external odds data"],"requires":["Cloudbet API credentials with full odds and fixture data access","MCP client supporting complex JSON responses with nested recommendation objects","Understanding of expected value calculation and odds comparison"],"input_types":["fixture_id (string)","optional sport_filter (string)","optional min_edge_threshold (float: minimum EV percentage to include)"],"output_types":["structured JSON: array of recommendation objects with market_type, odds, implied_probability, expected_value_percentage, max_stake, confidence_score, reasoning_text"],"categories":["planning-reasoning","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-cloudbet__cap_4","uri":"capability://tool.use.integration.esports.tournament.and.match.data.retrieval","name":"esports tournament and match data retrieval","description":"Fetches esports-specific fixture and odds data from Cloudbet's esports coverage, including game titles (CS:GO, Dota 2, League of Legends), tournament names, team rosters, and esports-specific market types (map winner, round winner, first blood). Implements MCP tool that normalizes esports data structure and exposes it alongside traditional sports fixtures, enabling LLM agents to build unified sports/esports betting applications.","intents":["I need to fetch upcoming esports matches alongside traditional sports fixtures in a single query","I want my agent to understand esports-specific markets like map winner and round winner","I need to build a betting platform that covers both sports and esports with consistent data structure"],"best_for":["esports betting platforms integrating Cloudbet liquidity","LLM agents building unified sports/esports recommendation engines","teams building esports data pipelines with consistent APIs"],"limitations":["Esports coverage limited to games Cloudbet actively markets (CS:GO, Dota 2, LoL, Valorant) — no niche game support","Esports odds may have lower liquidity than traditional sports — stake limits typically lower","Tournament metadata may be incomplete for smaller regional tournaments"],"requires":["Cloudbet API credentials with esports data access","MCP client supporting JSON responses with esports-specific fields","Understanding of esports game titles and tournament structures"],"input_types":["game_title (string: 'cs_go', 'dota_2', 'lol', 'valorant')","optional tournament_filter (string)","optional team_filter (string)"],"output_types":["structured JSON: esports fixture objects with game_title, tournament_name, teams, scheduled_time, available_markets (map_winner, round_winner, etc.)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-cloudbet__cap_5","uri":"capability://tool.use.integration.mcp.tool.schema.registration.and.llm.binding","name":"mcp tool schema registration and llm binding","description":"Registers Cloudbet API endpoints as standardized MCP tools with JSON schema definitions, enabling Claude and other LLM platforms to discover and call Cloudbet functions natively without custom integration code. Implements MCP protocol handlers that translate LLM tool calls into Cloudbet API requests, parse responses, and return structured JSON. Handles authentication, error handling, and response formatting transparently.","intents":["I want Claude to be able to call Cloudbet APIs directly without me writing custom integration code","I need to expose Cloudbet data as native tools in my LLM application","I want to build an agent that can query Cloudbet without understanding the underlying REST API"],"best_for":["developers building Claude-powered sports betting agents","teams integrating Cloudbet into LLM workflows","non-technical users building sports betting applications with LLMs"],"limitations":["Tool discovery and binding requires MCP client support — not all LLM platforms support MCP yet","Schema validation adds ~50-100ms overhead per tool call","Error messages from Cloudbet API are passed through with minimal transformation — may expose implementation details"],"requires":["MCP-compatible LLM client (Claude, or custom MCP client)","Cloudbet API credentials","Node.js or Python runtime for MCP server"],"input_types":["LLM tool call with parameters matching MCP schema"],"output_types":["structured JSON: tool response with Cloudbet data"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":29,"verified":false,"data_access_risk":"moderate","permissions":["Cloudbet API credentials (API key)","MCP client compatible with Claude or other LLM platforms","Network connectivity to Cloudbet API endpoints","Cloudbet API credentials with odds data access","MCP client with support for JSON-structured tool responses","Understanding of odds formats (decimal, fractional, or implied probability conversion)","Cloudbet API credentials with account-specific limit data access","MCP client supporting structured JSON responses","Understanding of Cloudbet's account tier system","Cloudbet API credentials with full odds and fixture data access"],"failure_modes":["Fixture data freshness depends on Cloudbet API update frequency — may lag live event changes by 1-5 minutes","Limited to sports covered by Cloudbet (primarily football, basketball, tennis, esports) — no niche sports support","No historical fixture data — only current and future events available","Odds are point-in-time snapshots — no built-in historical odds tracking or time-series storage","Market coverage limited to Cloudbet's available markets — may not include all prop bets or niche markets","Odds latency depends on Cloudbet's update frequency — typically 1-10 seconds behind live exchanges","Stake limits are dynamic and may change based on real-time liquidity — cached values may become stale within minutes","Limits are account-tier dependent — same market may have different limits for different users","No predictive information about when limits might change — only current snapshot available","Recommendation quality depends on odds accuracy and freshness — stale odds lead to poor EV estimates","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.37,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.6,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:02.371Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=cloudbet","compare_url":"https://unfragile.ai/compare?artifact=cloudbet"}},"signature":"LYXam8/YCq8rqlgnAqb/E606Ga3Z4MrLJBy+la6xmOsFoFI6CpffLqypXsfnKJWH+96bgsRc6fSYVf0p9+XdCQ==","signedAt":"2026-06-21T07:41:46.734Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/cloudbet","artifact":"https://unfragile.ai/cloudbet","verify":"https://unfragile.ai/api/v1/verify?slug=cloudbet","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}