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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "promptheus": {
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "GROQ_API_KEY": "${GROQ_API_KEY}",
        "QWEN_API_KEY": "${QWEN_API_KEY}",
        "GLM_API_KEY": "${GLM_API_KEY}"
      }
    }
  }
}

claude mcp add promptheus -e "GOOGLE_API_KEY=${GOOGLE_API_KEY}" -e "ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}" -e "OPENAI_API_KEY=${OPENAI_API_KEY}" -e "GROQ_API_KEY=${GROQ_API_KEY}" -e "QWEN_API_KEY=${QWEN_API_KEY}" -e "GLM_API_KEY=${GLM_API_KEY}" -- python promptheus

[mcp_servers.promptheus]
command = "python"
args = ["promptheus"]
env = { "GOOGLE_API_KEY" = "${GOOGLE_API_KEY}", "ANTHROPIC_API_KEY" = "${ANTHROPIC_API_KEY}", "OPENAI_API_KEY" = "${OPENAI_API_KEY}", "GROQ_API_KEY" = "${GROQ_API_KEY}", "QWEN_API_KEY" = "${QWEN_API_KEY}", "GLM_API_KEY" = "${GLM_API_KEY}" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "promptheus": {
      "type": "local",
      "command": [
        "python",
        "promptheus"
      ],
      "enabled": true,
      "environment": {
        "GOOGLE_API_KEY": "{env:GOOGLE_API_KEY}",
        "ANTHROPIC_API_KEY": "{env:ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "{env:OPENAI_API_KEY}",
        "GROQ_API_KEY": "{env:GROQ_API_KEY}",
        "QWEN_API_KEY": "{env:QWEN_API_KEY}",
        "GLM_API_KEY": "{env:GLM_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "promptheus": {
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "GROQ_API_KEY": "${GROQ_API_KEY}",
        "QWEN_API_KEY": "${QWEN_API_KEY}",
        "GLM_API_KEY": "${GLM_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=promptheus&config=eyJjb21tYW5kIjoicHl0aG9uIiwiYXJncyI6WyJwcm9tcHRoZXVzIl0sImVudiI6eyJHT09HTEVfQVBJX0tFWSI6IiR7R09PR0xFX0FQSV9LRVl9IiwiQU5USFJPUElDX0FQSV9LRVkiOiIke0FOVEhST1BJQ19BUElfS0VZfSIsIk9QRU5BSV9BUElfS0VZIjoiJHtPUEVOQUlfQVBJX0tFWX0iLCJHUk9RX0FQSV9LRVkiOiIke0dST1FfQVBJX0tFWX0iLCJRV0VOX0FQSV9LRVkiOiIke1FXRU5fQVBJX0tFWX0iLCJHTE1fQVBJX0tFWSI6IiR7R0xNX0FQSV9LRVl9In19"
}

{
  "servers": {
    "promptheus": {
      "type": "stdio",
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "GROQ_API_KEY": "${GROQ_API_KEY}",
        "QWEN_API_KEY": "${QWEN_API_KEY}",
        "GLM_API_KEY": "${GLM_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "promptheus": {
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "${GOOGLE_API_KEY}",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "GROQ_API_KEY": "${GROQ_API_KEY}",
        "QWEN_API_KEY": "${QWEN_API_KEY}",
        "GLM_API_KEY": "${GLM_API_KEY}"
      }
    }
  }
}

extensions:
  "promptheus":
    enabled: true
    name: "promptheus"
    type: stdio
    cmd: "python"
    args:
      - "promptheus"
    envs:
      "GOOGLE_API_KEY": "${GOOGLE_API_KEY}"
      "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      "OPENAI_API_KEY": "${OPENAI_API_KEY}"
      "GROQ_API_KEY": "${GROQ_API_KEY}"
      "QWEN_API_KEY": "${QWEN_API_KEY}"
      "GLM_API_KEY": "${GLM_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${GOOGLE_API_KEY}, ${ANTHROPIC_API_KEY}, ${OPENAI_API_KEY}, ${GROQ_API_KEY}, ${QWEN_API_KEY}, ${GLM_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

dependencies33 · weight 15

fail
deps.known_vulns3 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-7f5h-v6xp-fcq8 in [email protected] (indirect, fixed in 0.49.1), GHSA-82w8-qh3p-5jfq in [email protected] (indirect, fixed in 1.3.1), GHSA-wqp7-x3pw-xc5r in [email protected] (indirect, fixed in 1.1.0); 4 more of lower severity or without a fix
fail
deps.mcp_sdk_versionmcp 1.12.4 has 4 known advisories (GHSA-84m7-p3x7-pcfv, GHSA-9h52-p55h-vw2f, GHSA-jpw9-pfvf-9f58, ...); update mcp to 1.30.0 or later
pass
deps.resolvable[email protected] resolved: 66 packages

Tool list unknown · checked 2026-10-19 10:20 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 80 / 100

provenance90

livenessn/a

freshness45

hygiene100

+repository +namespace-matches-repo +website ~liveness-unmeasured -stale-313d

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

Dependencies

[email protected] PyPI65 dependencies, resolved · MCP SDK mcp 1.12.4 · advisories checked 2026-10-19

advisory	severity	package	fixed in
GHSA-9h52-p55h-vw2fModel Context Protocol (MCP) Python SDK does not enable DNS rebinding protection by default	high	`[email protected]`MCP SDK, direct	fixed in `1.23.0`
GHSA-jpw9-pfvf-9f58MCP Python SDK: HTTP transports serve session requests without verifying the authenticated principal	high	`[email protected]`MCP SDK, direct	fixed in `1.27.2`
GHSA-vj7q-gjh5-988wMCP Python SDK: WebSocket server transport does not support Host/Origin validation	high	`[email protected]`MCP SDK, direct	fixed in `1.28.1`
GHSA-7f5h-v6xp-fcq8Starlette vulnerable to O(n^2) DoS via Range header merging in ``starlette.responses.FileResponse``	high	`[email protected]`indirect	fixed in `0.49.1`
GHSA-82w8-qh3p-5jfqStarlette: request.form() limits silently ignored for application/x-www-form-urlencoded enable DoS	high	`[email protected]`indirect	fixed in `1.3.1`
GHSA-wqp7-x3pw-xc5rStarlette: SSRF and NTLM credential theft via UNC paths in StaticFiles on Windows	high	`[email protected]`indirect	fixed in `1.1.0`
GHSA-84m7-p3x7-pcfvMCP Python SDK: Unbounded Session Accumulation in StreamableHTTP Transport Enables Resource Exhaustion	moderate	`[email protected]`MCP SDK, direct	fixed in `1.30.0`
GHSA-2c2j-9gv5-cj73Starlette has possible denial-of-service vector when parsing large files in multipart forms	moderate	`[email protected]`indirect	fixed in `0.47.2`
GHSA-86qp-5c8j-p5mrStarlette has missing Host header validation that poisons request.url.path, bypassing path-based security checks	moderate	`[email protected]`indirect	fixed in `1.0.1`
GHSA-x746-7m8f-x49cStarlette: Arbitrary HTTP method dispatched to `HTTPEndpoint` attributes via `getattr`	moderate	`[email protected]`indirect	fixed in `1.1.0`

1 more advisories in the dependencies endpoint.

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
`promptheus`	pypi	0.3.1	python	`GOOGLE_API_KEY`, `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, `GROQ_API_KEY`, `QWEN_API_KEY`, `GLM_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.abhichandra21/promptheus",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "tools": [
        {
          "name": "refine_prompt",
          "description": "Intelligently refine prompts with adaptive questioning workflow"
        },
        {
          "name": "tweak_prompt",
          "description": "Make surgical modifications to existing prompts"
        },
        {
          "name": "list_models",
          "description": "Discover available models for each AI provider"
        },
        {
          "name": "list_providers",
          "description": "Check provider configuration status"
        },
        {
          "name": "validate_environment",
          "description": "Validate API keys and test provider connections"
        }
      ],
      "features": [
        "Adaptive task detection (analysis vs generation)",
        "Multi-provider support (6+ AI backends)",
        "Interactive and structured question modes",
        "Session history management",
        "Privacy-preserving telemetry"
      ],
      "categories": [
        "AI Tools",
        "Developer Productivity",
        "Prompt Engineering",
        "LLM Utilities"
      ]
    }
  },
  "title": "Promptheus",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-10-17/server.schema.json",
  "version": "0.3.1",
  "packages": [
    {
      "version": "0.3.1",
      "transport": {
        "type": "stdio"
      },
      "identifier": "promptheus",
      "runtimeHint": "python",
      "registryType": "pypi",
      "environmentVariables": [
        {
          "name": "GOOGLE_API_KEY",
          "isSecret": true,
          "description": "Google Gemini API key (optional, at least one provider required)"
        },
        {
          "name": "ANTHROPIC_API_KEY",
          "isSecret": true,
          "description": "Anthropic Claude API key (optional, at least one provider required)"
        },
        {
          "name": "OPENAI_API_KEY",
          "isSecret": true,
          "description": "OpenAI API key (optional, at least one provider required)"
        },
        {
          "name": "GROQ_API_KEY",
          "isSecret": true,
          "description": "Groq API key (optional, at least one provider required)"
        },
        {
          "name": "QWEN_API_KEY",
          "isSecret": true,
          "description": "Alibaba Qwen API key (optional, at least one provider required)"
        },
        {
          "name": "GLM_API_KEY",
          "isSecret": true,
          "description": "Zhipu GLM API key (optional, at least one provider required)"
        },
        {
          "name": "PROMPTHEUS_PROVIDER",
          "description": "Override provider selection (gemini, anthropic, openai, groq, qwen, glm)"
        },
        {
          "name": "PROMPTHEUS_MODEL",
          "description": "Override model selection for the chosen provider"
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/abhichandra21/Promptheus.git",
    "source": "github"
  },
  "websiteUrl": "https://github.com/abhichandra21/Promptheus",
  "description": "AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)"
}