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8 clients · secrets stay placeholders

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{
  "mcpServers": {
    "ragscore": {
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      }
    }
  }
}

claude mcp add ragscore -e "OPENAI_API_KEY=${OPENAI_API_KEY}" -e "ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}" -- uvx ragscore==0.8.6

[mcp_servers.ragscore]
command = "uvx"
args = ["ragscore==0.8.6"]
env = { "OPENAI_API_KEY" = "${OPENAI_API_KEY}", "ANTHROPIC_API_KEY" = "${ANTHROPIC_API_KEY}" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ragscore": {
      "type": "local",
      "command": [
        "uvx",
        "ragscore==0.8.6"
      ],
      "enabled": true,
      "environment": {
        "OPENAI_API_KEY": "{env:OPENAI_API_KEY}",
        "ANTHROPIC_API_KEY": "{env:ANTHROPIC_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "ragscore": {
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ragscore&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJyYWdzY29yZT09MC44LjYiXSwiZW52Ijp7Ik9QRU5BSV9BUElfS0VZIjoiJHtPUEVOQUlfQVBJX0tFWX0iLCJBTlRIUk9QSUNfQVBJX0tFWSI6IiR7QU5USFJPUElDX0FQSV9LRVl9In19"
}

{
  "servers": {
    "ragscore": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "ragscore": {
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      }
    }
  }
}

extensions:
  "ragscore":
    enabled: true
    name: "ragscore"
    type: stdio
    cmd: "uvx"
    args:
      - "ragscore==0.8.6"
    envs:
      "OPENAI_API_KEY": "${OPENAI_API_KEY}"
      "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${OPENAI_API_KEY}, ${ANTHROPIC_API_KEY}. The registry never accepts secret values.

This is a local package: the command runs on your machine.

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygienen/a · weight 30

n/a
tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool list unknown

dependencies75 · weight 15

warn
deps.known_vulns2 advisories of lower severity or without a published fix: GHSA-8mgp-746c-j5xp in [email protected] (direct, no fix yet), GHSA-4vvm-4w3v-6mr8 in [email protected] (direct, no fix yet)
n/a
deps.mcp_sdk_versionthe official MCP SDK is not in the dependency graph
pass
deps.resolvable[email protected] resolved: 34 packages

Tool list unknown · checked 2026-10-19 15:48 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 81 / 100

provenance80

livenessn/a

freshness65

hygiene100

+repository +namespace-matches-repo ~liveness-unmeasured ~updated-154d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI33 dependencies, resolved · advisories checked 2026-10-19

advisory	severity	package	fixed in
GHSA-8mgp-746c-j5xpNLTK: Model-artifact APIs bypass pathsec and touch files outside allowed roots	high	`[email protected]`direct	no fix yet
GHSA-4vvm-4w3v-6mr8pypdf and PyPDF2 possible Infinite Loop when a comment isn't followed by a character	moderate	`[email protected]`direct	no fix yet

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

package	registry	version	runtime	secrets
`ragscore`	pypi	0.8.6	–	`OPENAI_API_KEY`, `ANTHROPIC_API_KEY`

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.HZYAI/ragscore",
  "title": "RAGScore",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.8.6",
  "packages": [
    {
      "version": "0.8.6",
      "transport": {
        "type": "stdio"
      },
      "identifier": "ragscore",
      "registryType": "pypi",
      "environmentVariables": [
        {
          "name": "OPENAI_API_KEY",
          "format": "string",
          "isSecret": true,
          "description": "OpenAI API key (if using OpenAI provider)"
        },
        {
          "name": "ANTHROPIC_API_KEY",
          "format": "string",
          "isSecret": true,
          "description": "Anthropic API key (if using Anthropic provider)"
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/HZYAI/RagScore",
    "source": "github"
  },
  "description": "Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM."
}