flaim
Provides integration with the Gemini CLI to retrieve and analyze ESPN fantasy league statistics and historical data through the Model Context Protocol.
Flaim Fantasy
Connect your ESPN, Yahoo, and Sleeper leagues, then use Flaim Fantasy in ChatGPT or Claude for read-only analysis grounded in your real league. Advanced users can also add Flaim manually as a custom connector in compatible AI platforms.
Analysis tools are read-only by design. No trades, no drops, no roster changes — just advice. League refresh can update Flaim's connected-league records so newly available seasons show up.
How It Works
The Flaim skill teaches your AI assistant how to behave like a fantasy analyst — which data to pull, how to interpret it, and how to turn it into useful advice. The MCP tools feed it your actual league data. Together, they give a general-purpose AI enough structure to answer like it knows your specific league.
Related MCP server: sleeper-caffeine MCP
Get Started
Create your Flaim account at flaim.app.
Connect your fantasy leagues — ESPN via Chrome extension, Yahoo via Yahoo sign-in, or Sleeper by username. Flaim discovers supported leagues and shows them in Your Leagues.
Connect your AI app: Open Flaim Fantasy in ChatGPT or Claude, or follow the optional Perplexity custom-connector path in the connection docs. Public setup docs live at flaim.app/docs.
You are done. Ask questions such as "Who should I start this week?" or "What's on the waiver wire?" Defaults and additional league management are optional after setup.
The Skill
The Flaim skill teaches your AI assistant how to behave like a fantasy analyst — when to use which tools, how to interpret league data, and how to turn that context into useful advice.
Install for Claude Code (or any Agent Skills-compatible tool):
Place the skill in your project's .agents/skills/ directory (cross-platform convention) or in ~/.agents/skills/ for global use:
# Clone or copy the skill directory
cp -r flaim/.agents/skills/flaim-fantasy ~/.agents/skills/flaim-fantasyThe AI will detect and activate the skill automatically when you ask fantasy questions.
MCP Tools
Tool | What it does |
| Your leagues across all platforms |
| Re-discover connected leagues and update Flaim's league records |
| Past seasons and historical leagues outside the current season |
| Baseline league context: settings, scoring, roster config, teams/owners |
| Confirmed draft results and provider-grounded draft-pick ownership |
| Team roster with player stats |
| Weekly matchups and scores |
| League standings and rankings |
| Available players with a normalized envelope; ESPN/Yahoo include platform-wide ownership percentages, Sleeper returns identities only |
| Player lookup; ESPN and Yahoo can add league ownership, Sleeper ownership is unavailable |
| Recent adds, drops, waivers, and trades |
All tools connect through a single MCP endpoint: https://api.flaim.app/mcp
Supported Platforms
Platform | Sports | Auth |
ESPN | Football, Baseball, Basketball, Hockey | Chrome extension |
Yahoo | Football, Baseball, Basketball, Hockey | OAuth 2.0 |
Sleeper | Football, Basketball | Username (public API) |
Architecture
Chrome Extension → flaim.app → Auth Worker → Supabase
↓
ChatGPT / Claude / manual MCP clients → Fantasy MCP Gateway → ESPN/Yahoo/Sleeper Clients → Platform APIsWeb App (Next.js on Vercel) — landing/site pages, public live demo, OAuth, league management
MCP Gateway (Cloudflare Workers) — unified endpoint for all platforms and sports
Platform Clients (Cloudflare Workers) — ESPN, Yahoo, Sleeper API normalization
Auth Worker (Cloudflare) — token validation, rate limiting, credential storage
Supabase — user data, OAuth tokens, credentials
About
Solo indie project — built with care, maintained for the long term. No VC funding, no growth pressure, just a useful tool for fantasy sports fans who use AI.
Development
git clone https://github.com/jdguggs10/flaim.git
cd flaim
corepack pnpm install
cp web/.env.example web/.env.local # add keys
corepack pnpm run devRoot, web, and workers use pnpm via Corepack. The Chrome extension is intentionally npm-isolated under extension/ with its own lockfile and release flow.
Document | Description |
System design, deployment, troubleshooting | |
Release history | |
ChatGPT and Claude links plus optional custom-connector guidance (public version: flaim.app/docs) | |
Next.js routes, components, environment | |
Cloudflare Workers, MCP tools, ESPN API | |
Chrome extension build, Sync Host, CWS |
Getting Help
Best-effort support — I'll respond when I can.
License
MIT License — see LICENSE.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
No tool schema history has been recorded yet.
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Connectors
Read-only ESPN, Sleeper, and Fantrax fantasy leagues for Claude, ChatGPT, and other AI tools.
- NFL MCPOAuthcom.nflmcp
NFL analytics tools for AI agents: stats, fantasy, injuries, schedules, and advanced analysis.
AI-driven DFS lineup optimizer for MLB & NBA — build FanDuel & DraftKings lineups via MCP.
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public site API.
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that provides read-only access to Yahoo Fantasy Sports data, enabling AI assistants to query league standings, player stats, matchups, and rosters.2MIT
- AlicenseNot gradedqualityBmaintenanceProvides read-only access to Sleeper fantasy football leagues, enabling team snapshots, available players, matchups, trade context, and league history through standardized MCP tools.MIT
- AlicenseBqualityBmaintenanceEnables querying Yahoo Fantasy Sports leagues, rosters, and matchups via an MCP interface (read-only).10MIT
- AlicenseNot gradedqualityBmaintenanceEnables Claude to interact with Sleeper fantasy football leagues via MCP tools for roster, waiver, matchup, and transaction queries, plus a dashboard for daily reports, live scoring, and game-day alerts.71MIT
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/jdguggs10/flaim'
If you have feedback or need assistance with the MCP directory API, please join our Discord server