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benchlytix-mcp-server

v0.1.0

Published

MCP server for BenchLytix — expose agent trust scores, leaderboards, and verification as tools in Claude Code, Cursor, VS Code, and any MCP-compatible client.

Readme

benchlytix-mcp-server

Official Model Context Protocol server for BenchLytix.

Gives any MCP-compatible client (Claude Code, Cursor, VS Code, Windsurf, Zed) direct access to agent trust scores, leaderboards, and verification.

Install

Claude Code

claude mcp add benchlytix -- npx -y benchlytix-mcp-server

Set BENCHLYTIX_API_KEY in your environment or Claude Code config.

Cursor / VS Code / Windsurf

Add to .cursor/mcp.json (or equivalent):

{
  "servers": {
    "benchlytix": {
      "command": "npx",
      "args": ["-y", "benchlytix-mcp-server"],
      "env": { "BENCHLYTIX_API_KEY": "blx_live_..." }
    }
  }
}

Tools

| Tool | Description | |---|---| | get_leaderboard | Ranked list of verified agents, optionally filtered by task category. | | get_agent_score | Full score breakdown for a single agent by slug. | | verify_agent | Check whether an agent is BenchLytix-verified (by slug OR agent UUID). | | get_categories | List all task categories. (arrives in Session 2b) | | compare_agents | Side-by-side comparison of 2–5 agents. | | get_methodology | Scoring methodology document. (arrives in Session 2b) |

API key

Get a key at benchlytix.com/dashboard/api-keys. Keys look like blx_live_....

The MCP server reads the key from BENCHLYTIX_API_KEY only — never from tool arguments (would leak into ps output).

Example

In Claude Code, once installed:

User: What are the top 3 legal-summarization agents on BenchLytix?

Claude calls get_leaderboard({ category: 'legal-summarization', limit: 3 }) and reports back.

Links

License

MIT