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MCP

The Model Context Protocol (MCP) is an open standard that lets AI assistants like Claude, ChatGPT, and other agents securely connect to external tools. FirstLook’s MCP server gives your AI assistant direct access to your player data — so you can ask questions, run queries, and take actions conversationally without switching to a dashboard.

Server endpoints

Section titled “Server endpoints”
  • Streamable HTTP – https://mcp.firstlook.gg/mcp

Claude

Section titled “Claude”

Adding FirstLook as a custom connector in Claude

  1. Open Customize (bottom-left of the Claude sidebar)
  2. Go to Connectors and click the + icon
  3. Select Custom connector and enter the following:
    • Name: FirstLook
    • URL: https://mcp.firstlook.gg/mcp
  4. Click Add, then log in with your FirstLook account when prompted.

ChatGPT

Section titled “ChatGPT”
  1. Read about Risk and safety related to using custom MCP servers with ChatGPT.
  2. Enable Developer Mode
    1. Go to Settings > Apps & Connectors > Advanced Settings
    2. Toggle on Developer Mode
  3. Create a new connector
    1. Go to Settings > Apps & Connectors
    2. Click on Create (top right)
    3. Fill in the following information:
      • Name: FirstLook
      • MCP Server URL: https://mcp.firstlook.gg/mcp
      • Authentication: OAuth
      • Hit Create

Once connected, ChatGPT can pull the same FirstLook resources and record actions, keeping your playtest workflow aligned across both assistants.

What you can do

Section titled “What you can do”

Once connected, you can query your FirstLook data using natural language. Here are some examples to get you started:

Player search and filtering

Section titled “Player search and filtering”
  • “How many players are signed up for my game?”
  • “Show me all players from Germany who joined in the last 30 days”
  • “Find players who have more than 10 hours of playtime”

Custom player attributes

Section titled “Custom player attributes”

Your AI assistant has access to all the custom questions you’ve configured on your game. If you’ve added signup questions like favorite genre, playstyle preference, or platform, you can query and break down players by those fields:

  • “How many players selected Extraction Shooters as their favorite genre? Tell me more about their preferences.”
  • “Break down my players by preferred playstyle”
  • “What percentage of players chose PvP vs PvE?”

Player breakdown by custom attributes in Claude

Analytics and comparisons

Section titled “Analytics and comparisons”
  • “Compare my signup numbers this week vs last week”
  • “What countries are my players coming from?”
  • “Show me player growth over the last 3 months”

Player counts

Section titled “Player counts”

Use the dedicated count tool for fast totals without pulling full player records — useful when you just need a number:

  • “How many players match my current filters?”
  • “Count players who signed up through Discord”

Bulk actions

Section titled “Bulk actions”

You can also manage players directly through your AI assistant:

  • “Tag all players from the US with ‘na-region’”
  • “Grant 5 invites to players who joined this week”
  • “Update the role for players in my beta group”

Steam data

Section titled “Steam data”
  • “Show me recent Steam play sessions for my game”
  • “Which players logged the most hours last week?”