• DATA
  • TRENDS
  • PROFILES
  • HUMAN

How to audit player match history with your AI

Connect Lichess.org to your AI client to pull raw game data and player stats. Once connected, your agent handles the data retrieval so you can focus on the analysis.

Ask AI about this page

Short answer

How can I use AI to audit Lichess match history?

Your AI pulls specific player profiles, activity logs, and PGN files from Lichess. You can then ask your agent to find patterns in recent games or evaluate specific player tendencies. This breakdown shows what you'll get.

Analysis outcomes

What you'll find

The data your agent gathers for review.

DATA

Raw PGN extraction

The AI pulls recent game files. You get the move sequences needed for engine analysis or manual review.

TRENDS

Activity tracking

Your agent looks at recent logs to see when a player is most active or how their frequency has changed.

PROFILES

Player stat summaries

The AI gathers rating history and profile details to build a snapshot of a user's skill level.

HUMAN

Manual review

You take the AI's findings and decide which specific games or patterns require your personal attention.

The workflow

What your AI does when the request arrives.

The AI uses specific Lichess tools to gather the context you need.

  1. Identify the player

    The AI fetches the core stats and rating information for the target username.

    get_player_data

  2. Track recent movement

    Your agent pulls the latest activity logs to see recent logins or game completions.

    get_user_activity

  3. Extract game files

    The AI grabs the PGN data for recent matches to prepare for technical review.

    get_user_games

  4. Synthesize findings

    Your agent combines the profile, activity, and game data into a single report.

    get_player_dataget_user_games

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with the actual Lichess username you want to investigate.

Lichess.org Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_SihStiXr6SWwvQjRnQi6dJGY8eJOVBZFzF5K4U8S/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Lichess.org capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "lichessorg-open-chess-intelligence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SihStiXr6SWwvQjRnQi6dJGY8eJOVBZFzF5K4U8S/mcp"
    }
  }
}
Copy into chat04

  • Get the profile data for [username] and summarize their recent rating trends.

  • Pull the last 10 games for [username] and look for recurring opening mistakes.

  • Check the recent activity for [username] to see how often they play blitz.

  • Analyze the PGNs from [username]'s last five games to find tactical patterns.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Lichess.org Open Chess Intelligence once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Lichess.org Open Chess Intelligence to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my Lichess rating?

    No. The tools only allow the AI to read data from Lichess. It cannot modify any account settings or ratings.

  • 02

    Can I use this to analyze games from other sites?

    No. This MCP is specifically built for Lichess.org data.

  • 03

    Does the AI store my Lichess login?

    No. Your login information is encrypted and handled by Vinkius; the AI only uses the tools to fetch data.

  • 04

    Can the AI play games for me?

    No. The available tools are strictly for retrieving player data, activity, and game history.

  • 05

    How many games can it pull at once?

    The AI pulls games based on the specific requests you make using the game retrieval tool.

  • More questions about Lichess.org Open Chess Intelligence? The Connector page answers them. See everything the Lichess.org Open Chess Intelligence Connector can do

Connect Lichess.org to Claude, Cursor, ChatGPT & more