By JudgmentLabs
Access Judgment traces, sessions, behaviors, judges, prompts, datasets, and tests directly from your AI coding tool, with official skills for tracing, evaluation, and MCP usage best practices.
Use Judgment for agent tracing, evaluations, code judges, datasets, and monitoring. Use when integrating Judgment or judgeval, adding tracing to agents/workflows, creating evaluations or scorers, debugging traces, or looking up Judgment SDK usage and docs.
Best practices for using the Judgment MCP server effectively. Covers when to use MCP vs other tools, how to use search_traces with batching, and general usage patterns.
The official Judgment plugin for AI coding agents. One repo, installable in both Claude Code and OpenAI Codex, bundling:
https://mcp.judgmentlabs.ai): query traces,
sessions, behaviors, judges, prompts, datasets, tests, automations, and
agent memory directly from your editor.judgment-tracing skill: best-practice guidance for instrumenting
apps with tracing, writing evaluations, building code judges, and running
offline agent tests.mcp-server-best-practices skill: usage patterns for the Judgment
MCP itself (search_traces batching, filter reference, fan-out queries).The MCP gives your agent live data and actions; the skills teach it how to use Judgment well. Together they cover both "what's happening in my agent" and "how do I improve it."
claude plugin marketplace add JudgmentLabs/judgment-plugin
claude plugin install judgment@judgment-plugin
If you previously added the Judgment MCP manually (for example
claude mcp add judgment-mcp ...), remove it first so you do not end up with
two Judgment servers:
claude mcp remove judgment-mcp
codex plugin marketplace add JudgmentLabs/judgment-plugin
Then open the plugin browser inside Codex with /plugins, select the
judgment marketplace, and choose Install plugin. Start a new thread after
installing, then authenticate:
codex mcp login judgment
For Cursor, Windsurf, and other agents, install the skills with the skills CLI:
npx skills add JudgmentLabs/judgment-plugin
Then add the MCP server manually (see Standalone MCP below).
The plugin ships with OAuth as the default (Judgment's recommended
method). On first use your agent opens a browser window where you sign into
Judgment and authorize access. No API keys or headers to manage. Organization
selection happens per tool call via the organization_id argument (start with
list_organizations).
Claude Code — add an Authorization header to .mcp.json:
{
"mcpServers": {
"judgment": {
"type": "http",
"url": "https://mcp.judgmentlabs.ai",
"headers": {
"Authorization": "Bearer ${JUDGMENT_API_KEY}"
}
}
}
}
Codex — configure the server in ~/.codex/config.toml instead of the
plugin, using a bearer token from the environment:
[mcp_servers.judgment]
url = "https://mcp.judgmentlabs.ai"
bearer_token_env_var = "JUDGMENT_API_KEY"
Then export the key before starting your agent:
export JUDGMENT_API_KEY="your_key_here"
The Judgment MCP needs only the Authorization: Bearer header; there is no
org-id header. Get your API key from the
Judgment platform.
If you only want the MCP server without the skills, add it directly:
# Claude Code
claude mcp add judgment --transport http https://mcp.judgmentlabs.ai
# Codex (~/.codex/config.toml)
# [mcp_servers.judgment]
# url = "https://mcp.judgmentlabs.ai"
See the Judgment MCP docs for full details.
judgment-plugin/
├── .claude-plugin/ # Claude Code plugin + marketplace manifests
├── .codex-plugin/ # Codex plugin manifest
├── .agents/plugins/ # Codex marketplace manifest
├── .mcp.json # the Judgment MCP server (shared by both agents)
├── assets/ # Judgment logo and composer icon
└── skills/
├── judgment-tracing/
└── mcp-server-best-practices/
Claude Code namespaces the MCP tools as
mcp__plugin_judgment_judgment__<tool> (for example
mcp__plugin_judgment_judgment__search_traces); use the full name in
permission rules or subagent tool lists. In Codex, invoke the skills
explicitly with $judgment-tracing or $mcp-server-best-practices.
claude --plugin-dir . # load this checkout for one session
claude plugin validate . # schema-check
External network access
Connects to servers outside your machine
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npx claudepluginhub judgmentlabs/judgment-plugin --plugin judgmentSkills for working with Judgment — the continuous-improvement stack for agents. Add tracing, evaluations, code judges, MCP server workflows, and monitoring with best practices.
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