Skip to main content
Glama
gigabrainobserver

MCP Scorecard Server

MCP Scorecard Server

An MCP server that lets AI models check trust scores for MCP servers before connecting. Powered by the MCP Scorecard trust index.

What it does

Provides 4 tools to any MCP-compatible AI model:

  • check_server_trust — Look up trust score and safety details for a specific server

  • search_servers — Find servers by keyword

  • list_servers — Browse and filter the full index

  • get_ecosystem_stats — Aggregate statistics about the MCP ecosystem

Related MCP server: mcpcatalogs

Quick start

# Get an API key at https://mcp-scorecard.ai
export SCORECARD_API_KEY=mcs_your_key_here

# Run with uv
uvx mcp-scorecard-server

# Or install and run
uv pip install mcp-scorecard-server
mcp-scorecard-server

Claude Code integration

Add to your Claude Code MCP config (.claude/settings.json):

{
  "mcpServers": {
    "mcp-scorecard": {
      "command": "uvx",
      "args": ["mcp-scorecard-server"],
      "env": {
        "SCORECARD_API_KEY": "mcs_your_key_here"
      }
    }
  }
}

Then ask Claude: "Check the trust score for io.github.firebase/firebase-mcp"

Environment variables

Variable

Required

Default

Description

SCORECARD_API_KEY

Yes

Your API key

SCORECARD_API_URL

No

https://api.mcp-scorecard.ai

API base URL

License

MIT

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    A
    maintenance
    Behavioral trust scoring for MCP servers and AI agents. Live registry tracking 4,500+ servers with trust scores (0-100) based on interaction history, success rates, and latency
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to search, compare, and get detailed information about MCP servers from the mcpcatalogs.com directory.
    4
    7 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables users to scan MCP servers for security threats, check installed servers, and analyze config files for risks, all from AI assistants like Claude, Cursor, or Windsurf.
    5
    9 npm
    3
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to query trust scores and security reviews for MCP servers before connecting, helping assess safety via a composite score and letter grade.
    -