SERVER

retriEVAL

Rank #20,098

io.github.hcarrillo001/retrieval-mcp

LLM evals as MCP tools: score outputs for faithfulness, relevancy, and hallucination.

1 version

by hcarrillo001 (1 servers)View repository ↗Claim this server

Listed & last published

Aug 24, 2026

OVERVIEW

retriEVAL is a Model Context Protocol (MCP) server published by hcarrillo001. It ranks #20,098 of 132,046 servers tracked on MCP Toplist. retriEVAL is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Aug 24, 2026 and most recently updated on Aug 24, 2026.

STANDING

#20,098of 132,046 tracked serversTop 25%

Ranks ahead of 111,948 of 132,046 servers on MCP Toplist.

CONNECT

Use retriEVAL

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Docker image

claude mcp add retrieval-mcp -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -e "RETRIEVAL_JUDGE_BACKEND=<your RETRIEVAL_JUDGE_BACKEND>" -e "RETRIEVAL_JUDGE_MODEL=<your RETRIEVAL_JUDGE_MODEL>" -e "RETRIEVAL_BUDGET_USD=<your RETRIEVAL_BUDGET_USD>" -- docker run -i --rm ghcr.io/hcarrillo001/retrieval-mcp:1.0.0

Replace each placeholder with your own value before saving.

Docker image

[mcp_servers.retrieval-mcp]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/hcarrillo001/retrieval-mcp:1.0.0"]

[mcp_servers.retrieval-mcp.env]
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"
RETRIEVAL_JUDGE_BACKEND = "<your RETRIEVAL_JUDGE_BACKEND>"
RETRIEVAL_JUDGE_MODEL = "<your RETRIEVAL_JUDGE_MODEL>"
RETRIEVAL_BUDGET_USD = "<your RETRIEVAL_BUDGET_USD>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "retrieval-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/hcarrillo001/retrieval-mcp:1.0.0"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "RETRIEVAL_JUDGE_BACKEND": "<your RETRIEVAL_JUDGE_BACKEND>",
        "RETRIEVAL_JUDGE_MODEL": "<your RETRIEVAL_JUDGE_MODEL>",
        "RETRIEVAL_BUDGET_USD": "<your RETRIEVAL_BUDGET_USD>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "retrieval-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/hcarrillo001/retrieval-mcp:1.0.0"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "RETRIEVAL_JUDGE_BACKEND": "<your RETRIEVAL_JUDGE_BACKEND>",
        "RETRIEVAL_JUDGE_MODEL": "<your RETRIEVAL_JUDGE_MODEL>",
        "RETRIEVAL_BUDGET_USD": "<your RETRIEVAL_BUDGET_USD>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Docker image

{
  "servers": {
    "retrieval-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/hcarrillo001/retrieval-mcp:1.0.0"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "RETRIEVAL_JUDGE_BACKEND": "<your RETRIEVAL_JUDGE_BACKEND>",
        "RETRIEVAL_JUDGE_MODEL": "<your RETRIEVAL_JUDGE_MODEL>",
        "RETRIEVAL_BUDGET_USD": "<your RETRIEVAL_BUDGET_USD>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "retrieval-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/hcarrillo001/retrieval-mcp:1.0.0"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "RETRIEVAL_JUDGE_BACKEND": "<your RETRIEVAL_JUDGE_BACKEND>",
        "RETRIEVAL_JUDGE_MODEL": "<your RETRIEVAL_JUDGE_MODEL>",
        "RETRIEVAL_BUDGET_USD": "<your RETRIEVAL_BUDGET_USD>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "retrieval-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/hcarrillo001/retrieval-mcp:1.0.0"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "RETRIEVAL_JUDGE_BACKEND": "<your RETRIEVAL_JUDGE_BACKEND>",
        "RETRIEVAL_JUDGE_MODEL": "<your RETRIEVAL_JUDGE_MODEL>",
        "RETRIEVAL_BUDGET_USD": "<your RETRIEVAL_BUDGET_USD>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.hcarrillo001%2Fretrieval-mcp.svg)](https://mcptoplist.com/server/io.github.hcarrillo001%2Fretrieval-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.hcarrillo001%2Fretrieval-mcp"><img src="https://mcptoplist.com/badge/io.github.hcarrillo001%2Fretrieval-mcp.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries

Official MCP

Glama

ORGANIZATION

hcarrillo001

Organization

hcarrillo001

Servers in org

Versions across org

VERSIONS

Available versions (1)

Version	Published
1.0.0	Aug 24, 2026

FAQ

Frequently asked questions

Who maintains retriEVAL?: retriEVAL is maintained by hcarrillo001, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is retriEVAL listed on the Official MCP Registry?: Yes — retriEVAL is listed on the Official MCP Registry, alongside Glama.
How many versions does retriEVAL have?: MCP Toplist tracks 1 version of retriEVAL, most recently published on Aug 24, 2026.
Where can I find the source code for retriEVAL?: The source code for retriEVAL is hosted at github.com/hcarrillo001/retrieval-mcp.

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